diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 35c7214..88c5fe4 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -16,7 +16,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest]
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10"]
     steps:
       - uses: actions/checkout@v2
         with:
diff --git a/ndbc_api/api/handlers/http/stations.py b/ndbc_api/api/handlers/http/stations.py
index 4a9cfcd..7071f6b 100644
--- a/ndbc_api/api/handlers/http/stations.py
+++ b/ndbc_api/api/handlers/http/stations.py
@@ -47,7 +47,8 @@ def historical_stations(cls, handler: Any) -> pd.DataFrame:
         except (AttributeError, ValueError, TypeError) as e:
             raise ResponseException(
                 'Failed to execute `station` request.') from e
-        return HistoricalStationsParser.df_from_response(resp, use_timestamp=False)
+        return HistoricalStationsParser.df_from_response(resp,
+                                                         use_timestamp=False)
 
     @classmethod
     def nearest_station(
@@ -154,9 +155,9 @@ def _nearest(df: pd.DataFrame, lat_a: float, lon_a: float):
 
         # Calculate distances using Haversine formula
         df_filtered['distance'] = df_filtered.apply(
-            lambda row: StationsHandler._distance(lat_a, lon_a, row['Lat'], row['Lon']),
-            axis=1
-        )
+            lambda row: StationsHandler._distance(lat_a, lon_a, row['Lat'], row[
+                'Lon']),
+            axis=1)
 
         # Find the index of the closest row
         smallest_distance = df_filtered['distance'].min()
@@ -173,9 +174,9 @@ def _radial_search(df: pd.DataFrame, lat_a: float, lon_a: float,
 
         # Calculate distances using Haversine formula
         df_filtered['distance'] = df_filtered.apply(
-            lambda row: StationsHandler._distance(lat_a, lon_a, row['Lat'], row['Lon']),
-            axis=1
-        )
+            lambda row: StationsHandler._distance(lat_a, lon_a, row['Lat'], row[
+                'Lon']),
+            axis=1)
 
         df_filtered.sort_values(by='distance', inplace=True)
 
diff --git a/ndbc_api/api/handlers/opendap/data.py b/ndbc_api/api/handlers/opendap/data.py
index 8dbc46e..08a2468 100644
--- a/ndbc_api/api/handlers/opendap/data.py
+++ b/ndbc_api/api/handlers/opendap/data.py
@@ -1,7 +1,7 @@
 from datetime import datetime, timedelta
 from typing import Any
 
-import netCDF4 as nc
+import xarray
 
 from ndbc_api.api.handlers._base import BaseHandler
 from ndbc_api.api.parsers.opendap.adcp import AdcpParser
@@ -31,7 +31,7 @@ def adcp(
         start_time: datetime = datetime.now() - timedelta(days=30),
         end_time: datetime = datetime.now(),
         use_timestamp: bool = True,
-    ) -> 'nc.Dataset':
+    ) -> xarray.Dataset:
         """adcp"""
         try:
             reqs = AdcpRequest.build_request(station_id=station_id,
@@ -54,7 +54,7 @@ def cwind(
         start_time: datetime = datetime.now() - timedelta(days=30),
         end_time: datetime = datetime.now(),
         use_timestamp: bool = True,
-    ) -> 'nc.Dataset':
+    ) -> xarray.Dataset:
         """cwind"""
         try:
             reqs = CwindRequest.build_request(station_id=station_id,
@@ -77,7 +77,7 @@ def ocean(
         start_time: datetime = datetime.now() - timedelta(days=30),
         end_time: datetime = datetime.now(),
         use_timestamp: bool = True,
-    ) -> 'nc.Dataset':
+    ) -> xarray.Dataset:
         """ocean"""
         try:
             reqs = OceanRequest.build_request(station_id=station_id,
@@ -100,12 +100,12 @@ def pwind(
         start_time: datetime = datetime.now() - timedelta(days=30),
         end_time: datetime = datetime.now(),
         use_timestamp: bool = True,
-    ) -> 'nc.Dataset':
+    ) -> xarray.Dataset:
         """pwind"""
         try:
             reqs = PwindRequest.build_request(station_id=station_id,
-                                             start_time=start_time,
-                                             end_time=end_time)
+                                              start_time=start_time,
+                                              end_time=end_time)
         except Exception as e:
             raise RequestException('Failed to build request.') from e
         try:
@@ -113,7 +113,7 @@ def pwind(
         except Exception as e:
             raise ResponseException('Failed to execute requests.') from e
         return PwindParser.nc_from_responses(responses=resps,
-                                            use_timestamp=use_timestamp)
+                                             use_timestamp=use_timestamp)
 
     @classmethod
     def stdmet(
@@ -123,7 +123,7 @@ def stdmet(
         start_time: datetime = datetime.now() - timedelta(days=30),
         end_time: datetime = datetime.now(),
         use_timestamp: bool = True,
-    ) -> 'nc.Dataset':
+    ) -> xarray.Dataset:
         """stdmet"""
         try:
             reqs = StdmetRequest.build_request(station_id=station_id,
@@ -146,12 +146,12 @@ def swden(
         start_time: datetime = datetime.now() - timedelta(days=30),
         end_time: datetime = datetime.now(),
         use_timestamp: bool = True,
-    ) -> 'nc.Dataset':
+    ) -> xarray.Dataset:
         """swden"""
         try:
             reqs = SwdenRequest.build_request(station_id=station_id,
-                                             start_time=start_time,
-                                             end_time=end_time)
+                                              start_time=start_time,
+                                              end_time=end_time)
         except Exception as e:
             raise RequestException('Failed to build request.') from e
         try:
@@ -159,7 +159,7 @@ def swden(
         except Exception as e:
             raise ResponseException('Failed to execute requests.') from e
         return SwdenParser.nc_from_responses(responses=resps,
-                                            use_timestamp=use_timestamp)
+                                             use_timestamp=use_timestamp)
 
     @classmethod
     def wlevel(
@@ -169,12 +169,12 @@ def wlevel(
         start_time: datetime = datetime.now() - timedelta(days=30),
         end_time: datetime = datetime.now(),
         use_timestamp: bool = True,
-    ) -> 'nc.Dataset':
+    ) -> xarray.Dataset:
         """wlevel"""
         try:
             reqs = WlevelRequest.build_request(station_id=station_id,
-                                              start_time=start_time,
-                                              end_time=end_time)
+                                               start_time=start_time,
+                                               end_time=end_time)
         except Exception as e:
             raise RequestException('Failed to build request.') from e
         try:
@@ -182,4 +182,4 @@ def wlevel(
         except Exception as e:
             raise ResponseException('Failed to execute requests.') from e
         return WlevelParser.nc_from_responses(responses=resps,
-                                             use_timestamp=use_timestamp)
+                                              use_timestamp=use_timestamp)
diff --git a/ndbc_api/api/parsers/http/_base.py b/ndbc_api/api/parsers/http/_base.py
index 0cce406..6465bf9 100644
--- a/ndbc_api/api/parsers/http/_base.py
+++ b/ndbc_api/api/parsers/http/_base.py
@@ -28,7 +28,7 @@ def df_from_responses(cls,
         if use_timestamp:
             try:
                 df = df.reset_index().drop_duplicates(subset='timestamp',
-                                                    keep='first')
+                                                      keep='first')
                 df = df.set_index('timestamp').sort_index()
             except KeyError as e:
                 raise ParserException from e
@@ -43,7 +43,8 @@ def _read_response(cls, response: dict,
         if not data:
             return pd.DataFrame()
         # check that parsed names match parsed values or revert
-        if len([v.strip() for v in data[0].strip('\n').split(' ') if v]) != len(names):
+        if len([v.strip() for v in data[0].strip('\n').split(' ') if v
+               ]) != len(names):
             names = cls.REVERT_COL_NAMES
         if '(' in data[0]:
             data = cls._clean_data(data)
diff --git a/ndbc_api/api/parsers/http/_xml.py b/ndbc_api/api/parsers/http/_xml.py
index 5b31454..486b306 100644
--- a/ndbc_api/api/parsers/http/_xml.py
+++ b/ndbc_api/api/parsers/http/_xml.py
@@ -22,6 +22,7 @@ def root_from_response(cls, response: dict) -> ET.ElementTree:
 
         try:
             root = ET.fromstring(body)
-            return ET.ElementTree(root) 
+            return ET.ElementTree(root)
         except Exception as e:
-            raise ParserException("failed to obtain XML root from response body") from e
+            raise ParserException(
+                "failed to obtain XML root from response body") from e
diff --git a/ndbc_api/api/parsers/http/active_stations.py b/ndbc_api/api/parsers/http/active_stations.py
index ad2da1e..c2ea1ef 100644
--- a/ndbc_api/api/parsers/http/active_stations.py
+++ b/ndbc_api/api/parsers/http/active_stations.py
@@ -11,7 +11,9 @@ class ActiveStationsParser(XMLParser):
     """
 
     @classmethod
-    def df_from_response(cls, response: dict, use_timestamp: bool = False) -> pd.DataFrame:
+    def df_from_response(cls,
+                         response: dict,
+                         use_timestamp: bool = False) -> pd.DataFrame:
         """
         Reads the response body and parses it into a DataFrame.
 
@@ -27,24 +29,38 @@ def df_from_response(cls, response: dict, use_timestamp: bool = False) -> pd.Dat
             station_data = []
             for station in root.findall('station'):
                 station_info = {
-                    'Station': station.get('id'),
-                    'Lat': float(station.get('lat')),
-                    'Lon': float(station.get('lon')),
-                    'Elevation': float(station.get('elev')) if station.get('elev') else pd.NA,
-                    'Name': station.get('name'),
-                    'Owner': station.get('owner'),
-                    'Program': station.get('pgm'),
-                    'Type': station.get('type'),
-                    'Includes Meteorology': station.get('met') == 'y',
-                    'Includes Currents': station.get('currents') == 'y',
-                    'Includes Water Quality': station.get('waterquality') == 'y',
-                    'DART Program': station.get('dart') == 'y'
+                    'Station':
+                        station.get('id'),
+                    'Lat':
+                        float(station.get('lat')),
+                    'Lon':
+                        float(station.get('lon')),
+                    'Elevation':
+                        float(station.get('elev'))
+                        if station.get('elev') else pd.NA,
+                    'Name':
+                        station.get('name'),
+                    'Owner':
+                        station.get('owner'),
+                    'Program':
+                        station.get('pgm'),
+                    'Type':
+                        station.get('type'),
+                    'Includes Meteorology':
+                        station.get('met') == 'y',
+                    'Includes Currents':
+                        station.get('currents') == 'y',
+                    'Includes Water Quality':
+                        station.get('waterquality') == 'y',
+                    'DART Program':
+                        station.get('dart') == 'y'
                 }
                 station_data.append(station_info)
 
-            df = pd.DataFrame(station_data)  # Create DataFrame from the extracted data
+            df = pd.DataFrame(
+                station_data)  # Create DataFrame from the extracted data
 
         except ET.ParseError as e:
             raise ParserException(f"Error parsing XML data: {e}") from e
 
-        return df
\ No newline at end of file
+        return df
diff --git a/ndbc_api/api/parsers/http/historical_stations.py b/ndbc_api/api/parsers/http/historical_stations.py
index 7580b0a..3333e43 100644
--- a/ndbc_api/api/parsers/http/historical_stations.py
+++ b/ndbc_api/api/parsers/http/historical_stations.py
@@ -9,9 +9,11 @@ class HistoricalStationsParser(XMLParser):
     """
     Parser for active station information from XML data.
     """
-    
+
     @classmethod
-    def df_from_response(cls, response: dict, use_timestamp: bool = False) -> pd.DataFrame:
+    def df_from_response(cls,
+                         response: dict,
+                         use_timestamp: bool = False) -> pd.DataFrame:
         """
         Reads the response body and parses it into a DataFrame.
 
@@ -31,22 +33,37 @@ def df_from_response(cls, response: dict, use_timestamp: bool = False) -> pd.Dat
                 station_owner = station.get('owner')
                 station_program = station.get('pgm')
                 station_type = station.get('type')
-                
+
                 for history in station.findall('history'):
                     station_info = {
-                        'Station': station_id,
-                        'Lat': float(history.get('lat')),
-                        'Lon': float(history.get('lng')),
-                        'Elevation': float(history.get('elev')) if history.get('elev') else pd.NA,
-                        'Name': station_name,
-                        'Owner': station_owner,
-                        'Program': station_program,
-                        'Type': station_type,
-                        'Includes Meteorology': history.get('met') == 'y',
-                        'Hull Type': history.get('hull'),
-                        'Anemometer Height': float(history.get('anemom_height')) if history.get('anemom_height') else pd.NA,
-                        'Start Date': history.get('start'),
-                        'End Date': history.get('stop'),
+                        'Station':
+                            station_id,
+                        'Lat':
+                            float(history.get('lat')),
+                        'Lon':
+                            float(history.get('lng')),
+                        'Elevation':
+                            float(history.get('elev'))
+                            if history.get('elev') else pd.NA,
+                        'Name':
+                            station_name,
+                        'Owner':
+                            station_owner,
+                        'Program':
+                            station_program,
+                        'Type':
+                            station_type,
+                        'Includes Meteorology':
+                            history.get('met') == 'y',
+                        'Hull Type':
+                            history.get('hull'),
+                        'Anemometer Height':
+                            float(history.get('anemom_height'))
+                            if history.get('anemom_height') else pd.NA,
+                        'Start Date':
+                            history.get('start'),
+                        'End Date':
+                            history.get('stop'),
                     }
                     station_data.append(station_info)
 
@@ -55,4 +72,4 @@ def df_from_response(cls, response: dict, use_timestamp: bool = False) -> pd.Dat
         except ET.ParseError as e:
             raise ParserException(f"Error parsing XML data: {e}") from e
 
-        return df
\ No newline at end of file
+        return df
diff --git a/ndbc_api/api/parsers/opendap/_base.py b/ndbc_api/api/parsers/opendap/_base.py
index d06ae68..027e225 100644
--- a/ndbc_api/api/parsers/opendap/_base.py
+++ b/ndbc_api/api/parsers/opendap/_base.py
@@ -1,11 +1,12 @@
 import os
 import tempfile
-from typing import List
+from typing import List, Optional
 
-import netCDF4 as nc
+import xarray
+import xarray
 
 from ndbc_api.exceptions import ParserException
-from ndbc_api.utilities.opendap.dataset import join_netcdf4
+from ndbc_api.utilities.opendap.dataset import concat_datasets
 
 
 class BaseParser:
@@ -14,10 +15,11 @@ class BaseParser:
     SPATIAL_DIMS = ['latitude', 'longitude']
 
     @classmethod
-    def nc_from_responses(cls,
-                          responses: List[dict],
-                          use_timestamp: bool = False,
-                          ) -> 'nc.Dataset':
+    def nc_from_responses(
+        cls,
+        responses: List[dict],
+        use_timestamp: bool = False,
+    ) -> xarray.Dataset:
         """Build the netCDF dataset from the responses.
         
         Args: 
@@ -25,7 +27,7 @@ def nc_from_responses(cls,
                 server regardless of content or HTTP code.
         
         Returns:
-            nc.Dataset: The netCDF dataset.
+            xarray.open_dataset: The netCDF dataset.
         """
         datasets = []
         for r in responses:
@@ -36,27 +38,20 @@ def nc_from_responses(cls,
             else:
                 content = r
             try:
-                with tempfile.NamedTemporaryFile(delete=False, suffix='.nc', dir=os.getcwd()) as temp_file:
-                    temp_file.write(content)
-                    temp_file.flush()
-                    temp_file.close()
-
-                    ds = nc.Dataset(temp_file.name, 'r', format='NETCDF4')
-                    datasets.append(ds)
-
-                    os.remove(temp_file.name)
-                datasets.append(ds)
+                xrds = xarray.open_dataset(content)
+                datasets.append(xrds)
             except Exception as e:
                 raise ParserException from e
 
-        return cls._join_netcdf4(datasets)
+        return cls._merge_datasets(datasets)
 
     @classmethod
-    def _join_netcdf4(
-            cls,
-            datasets: List['nc.Dataset'],
-        ) -> 'nc.Dataset':
-        """Joins multiple netCDF4 datasets using their shared dimensions.
+    def _merge_datasets(
+        cls,
+        datasets: List[xarray.Dataset],
+        temporal_dim_name: Optional[str] = None,
+    ) -> xarray.Dataset:
+        """Joins multiple xarray datasets using their shared dimensions.
 
         Handles cases where datasets might not have the same variables, 
         but requires that all datasets share the same dimensions. For
@@ -64,7 +59,7 @@ def _join_netcdf4(
         have `time`, `latitude`, and `longitude` dimensions.
 
         Args:
-            datasets (List[netCDF4.Dataset]): A list of netCDF4 datasets
+            temporal_dim_name (List[xarray.Dataset]): A list of netCDF4 datasets
                 to join.
             dimension_names (List[str]): A list of dimension names to join
                 the datasets on. Defaults to `['time', 'latitude', 'longitude']`.
@@ -72,7 +67,7 @@ def _join_netcdf4(
         Returns:
             A netCDF4.Dataset object containing the joined data.
         """
-        return join_netcdf4(
+        return concat_datasets(
             datasets,
-            cls.TEMPORAL_DIM,
+            temporal_dim_name if temporal_dim_name else cls.TEMPORAL_DIM,
         )
diff --git a/ndbc_api/api/parsers/opendap/adcp.py b/ndbc_api/api/parsers/opendap/adcp.py
index 4ceaea0..851bc40 100644
--- a/ndbc_api/api/parsers/opendap/adcp.py
+++ b/ndbc_api/api/parsers/opendap/adcp.py
@@ -11,5 +11,7 @@ class AdcpParser(BaseParser):
     SPATIAL_DIMS = ['latitude', 'longitude', 'depth']
 
     @classmethod
-    def nc_from_responses(cls, responses: List[dict], use_timestamp: bool = False) -> pd.DataFrame:
+    def nc_from_responses(cls,
+                          responses: List[dict],
+                          use_timestamp: bool = False) -> pd.DataFrame:
         return super(AdcpParser, cls).nc_from_responses(responses)
diff --git a/ndbc_api/api/parsers/opendap/cwind.py b/ndbc_api/api/parsers/opendap/cwind.py
index a5bcb27..d32b355 100644
--- a/ndbc_api/api/parsers/opendap/cwind.py
+++ b/ndbc_api/api/parsers/opendap/cwind.py
@@ -11,6 +11,7 @@ class CwindParser(BaseParser):
     SPATIAL_DIMS = ['latitude', 'longitude', 'instrument', 'water_depth']
 
     @classmethod
-    def nc_from_responses(cls, responses: List[dict], use_timestamp: bool = False) -> pd.DataFrame:
-        return super(CwindParser,
-                     cls).nc_from_responses(responses)
+    def nc_from_responses(cls,
+                          responses: List[dict],
+                          use_timestamp: bool = False) -> pd.DataFrame:
+        return super(CwindParser, cls).nc_from_responses(responses)
diff --git a/ndbc_api/api/parsers/opendap/ocean.py b/ndbc_api/api/parsers/opendap/ocean.py
index ddc5df1..df5661e 100644
--- a/ndbc_api/api/parsers/opendap/ocean.py
+++ b/ndbc_api/api/parsers/opendap/ocean.py
@@ -11,6 +11,7 @@ class OceanParser(BaseParser):
     SPATIAL_DIMS = ['latitude', 'longitude', 'instrument', 'water_depth']
 
     @classmethod
-    def nc_from_responses(cls, responses: List[dict], use_timestamp: bool = False) -> pd.DataFrame:
-        return super(OceanParser,
-                     cls).nc_from_responses(responses)
+    def nc_from_responses(cls,
+                          responses: List[dict],
+                          use_timestamp: bool = False) -> pd.DataFrame:
+        return super(OceanParser, cls).nc_from_responses(responses)
diff --git a/ndbc_api/api/parsers/opendap/pwind.py b/ndbc_api/api/parsers/opendap/pwind.py
index dca0fff..455b641 100644
--- a/ndbc_api/api/parsers/opendap/pwind.py
+++ b/ndbc_api/api/parsers/opendap/pwind.py
@@ -1,7 +1,6 @@
 from typing import List
 
-import netCDF4 as nc
-
+import xarray
 
 from ndbc_api.api.parsers.opendap._base import BaseParser
 
@@ -12,6 +11,7 @@ class PwindParser(BaseParser):
     SPATIAL_DIMS = ['latitude', 'longitude', 'instrument', 'water_depth']
 
     @classmethod
-    def nc_from_responses(cls, responses: List[dict], use_timestamp: bool = False) -> 'nc.Dataset':
-        return super(PwindParser,
-                     cls).nc_from_responses(responses)
+    def nc_from_responses(cls,
+                          responses: List[dict],
+                          use_timestamp: bool = False) -> xarray.Dataset:
+        return super(PwindParser, cls).nc_from_responses(responses)
diff --git a/ndbc_api/api/parsers/opendap/stdmet.py b/ndbc_api/api/parsers/opendap/stdmet.py
index 0654e94..0544912 100644
--- a/ndbc_api/api/parsers/opendap/stdmet.py
+++ b/ndbc_api/api/parsers/opendap/stdmet.py
@@ -1,7 +1,6 @@
 from typing import List
 
-import netCDF4 as nc
-
+import xarray
 
 from ndbc_api.api.parsers.opendap._base import BaseParser
 
@@ -12,6 +11,7 @@ class StdmetParser(BaseParser):
     SPATIAL_DIMS = ['latitude', 'longitude', 'instrument', 'water_depth']
 
     @classmethod
-    def nc_from_responses(cls, responses: List[dict], use_timestamp: bool = False) -> 'nc.Dataset':
-        return super(StdmetParser,
-                     cls).nc_from_responses(responses)
+    def nc_from_responses(cls,
+                          responses: List[dict],
+                          use_timestamp: bool = False) -> xarray.Dataset:
+        return super(StdmetParser, cls).nc_from_responses(responses)
diff --git a/ndbc_api/api/parsers/opendap/swden.py b/ndbc_api/api/parsers/opendap/swden.py
index ab14ebb..8956d5e 100644
--- a/ndbc_api/api/parsers/opendap/swden.py
+++ b/ndbc_api/api/parsers/opendap/swden.py
@@ -11,6 +11,7 @@ class SwdenParser(BaseParser):
     SPATIAL_DIMS = ['latitude', 'longitude', 'frequency']
 
     @classmethod
-    def nc_from_responses(cls, responses: List[dict], use_timestamp: bool = False) -> pd.DataFrame:
-        return super(SwdenParser,
-                     cls).nc_from_responses(responses)
+    def nc_from_responses(cls,
+                          responses: List[dict],
+                          use_timestamp: bool = False) -> pd.DataFrame:
+        return super(SwdenParser, cls).nc_from_responses(responses)
diff --git a/ndbc_api/api/parsers/opendap/wlevel.py b/ndbc_api/api/parsers/opendap/wlevel.py
index 99dd2c1..44709c9 100644
--- a/ndbc_api/api/parsers/opendap/wlevel.py
+++ b/ndbc_api/api/parsers/opendap/wlevel.py
@@ -11,6 +11,7 @@ class WlevelParser(BaseParser):
     SPATIAL_DIMS = ['latitude', 'longitude', 'frequency']
 
     @classmethod
-    def nc_from_responses(cls, responses: List[dict], use_timestamp: bool = False) -> pd.DataFrame:
-        return super(WlevelParser,
-                     cls).nc_from_responses(responses)
+    def nc_from_responses(cls,
+                          responses: List[dict],
+                          use_timestamp: bool = False) -> pd.DataFrame:
+        return super(WlevelParser, cls).nc_from_responses(responses)
diff --git a/ndbc_api/api/requests/opendap/_base.py b/ndbc_api/api/requests/opendap/_base.py
index c4b12ee..d3e9da4 100644
--- a/ndbc_api/api/requests/opendap/_base.py
+++ b/ndbc_api/api/requests/opendap/_base.py
@@ -22,7 +22,8 @@ def build_request(cls, station_id: str, start_time: datetime,
             now = datetime.strptime(os.getenv('MOCKDATE'), '%Y-%m-%d')
         else:
             now = datetime.now()
-        is_historical = (now - start_time) >= timedelta(days=45)  # we use 45 rather than 44 for opendap data
+        is_historical = (now - start_time) >= timedelta(
+            days=45)  # we use 45 rather than 44 for opendap data
         if is_historical:
             return cls._build_request_historical(
                 station_id=station_id,
diff --git a/ndbc_api/api/requests/opendap/wlevel.py b/ndbc_api/api/requests/opendap/wlevel.py
index bf7c0fa..11bd1db 100644
--- a/ndbc_api/api/requests/opendap/wlevel.py
+++ b/ndbc_api/api/requests/opendap/wlevel.py
@@ -13,4 +13,4 @@ class WlevelRequest(BaseRequest):
     def build_request(cls, station_id: str, start_time: datetime,
                       end_time: datetime) -> List[str]:
         return super(WlevelRequest, cls).build_request(station_id, start_time,
-                                                      end_time)
+                                                       end_time)
diff --git a/ndbc_api/ndbc_api.py b/ndbc_api/ndbc_api.py
index b47cb9b..b9838c1 100644
--- a/ndbc_api/ndbc_api.py
+++ b/ndbc_api/ndbc_api.py
@@ -26,19 +26,17 @@
         handler.
 """
 import logging
-import itertools
 import pickle
 import warnings
-from concurrent.futures import ThreadPoolExecutor
+from concurrent.futures import ThreadPoolExecutor, as_completed
 from datetime import datetime, timedelta
-from typing import Any, List, Sequence, Tuple, Union
+from typing import Any, List, Sequence, Tuple, Union, Dict
 
+import xarray
 import pandas as pd
-import netCDF4 as nc
 
 from .api.handlers.http.data import DataHandler
 from .api.handlers.http.stations import StationsHandler
-from .api.handlers.opendap.data import OpenDapDataHandler
 from .config import (DEFAULT_CACHE_LIMIT, HTTP_BACKOFF_FACTOR, HTTP_DEBUG,
                      HTTP_DELAY, HTTP_RETRY, LOGGER_NAME, VERIFY_HTTPS)
 from .exceptions import (HandlerException, ParserException, RequestException,
@@ -46,7 +44,8 @@
 from .utilities.req_handler import RequestHandler
 from .utilities.singleton import Singleton
 from .utilities.log_formatter import LogFormatter
-from .utilities.opendap.dataset import join_netcdf4, filter_netcdf4_by_variable, filter_netcdf4_by_time_range
+from .api.handlers.opendap.data import OpenDapDataHandler
+from .utilities.opendap.dataset import concat_datasets, merge_datasets, filter_dataset_by_variable, filter_dataset_by_time_range
 
 
 class NdbcApi(metaclass=Singleton):
@@ -253,7 +252,8 @@ def stations(self, as_df: bool = True) -> Union[pd.DataFrame, dict]:
         except (ResponseException, ValueError, KeyError) as e:
             raise ResponseException('Failed to handle returned data.') from e
 
-    def historical_stations(self, as_df: bool = True) -> Union[pd.DataFrame, dict]:
+    def historical_stations(self,
+                            as_df: bool = True) -> Union[pd.DataFrame, dict]:
         """Get historical stations and station metadata from the NDBC.
 
         Query the NDBC data service for the historical data buoys
@@ -280,7 +280,6 @@ def historical_stations(self, as_df: bool = True) -> Union[pd.DataFrame, dict]:
         except (ResponseException, ValueError, KeyError) as e:
             raise ResponseException('Failed to handle returned data.') from e
 
-
     def nearest_station(
         self,
         lat: Union[str, float, None] = None,
@@ -457,8 +456,8 @@ def get_data(
         cols: List[str] = None,
         station_ids: Union[Sequence[Union[int, str]], None] = None,
         modes: Union[List[str], None] = None,
-        use_opendap: bool = False
-    ) -> Union[pd.DataFrame, 'nc.Dataset', dict]:
+        use_opendap: bool = False,
+    ) -> Union[pd.DataFrame, xarray.Dataset, dict]:
         """Execute data query against the specified NDBC station(s).
 
         Query the NDBC data service for station-level measurements, using the
@@ -522,7 +521,6 @@ def get_data(
 
         handle_station_ids: List[Union[int, str]] = []
         handle_modes: List[str] = []
-        station_id_as_column: bool = True if station_id is None else False
 
         if station_id is not None:
             handle_station_ids.append(station_id)
@@ -533,6 +531,10 @@ def get_data(
         if modes is not None:
             handle_modes.extend(modes)
 
+        for mode in handle_modes:
+            if mode not in self.get_modes(use_opendap):
+                raise RequestException(f"Mode {mode} is not available.")
+
         self.log(logging.INFO,
                  message=(f"Processing request for station_ids "
                           f"{handle_station_ids} and modes "
@@ -540,77 +542,49 @@ def get_data(
 
         # accumulated_data records the handled response and parsed station_id
         # as a tuple, with the data as the first value and the id as the second.
-        accumulated_data: List[Tuple[Union[pd.DataFrame, dict], str]] = []
-        with ThreadPoolExecutor(max_workers=len(handle_station_ids) *
-                                len(handle_modes)) as executor:
-            data_requests = list(
-                itertools.product(handle_station_ids, handle_modes))
-            futures = [
-                executor.submit(self._handle_get_data,
-                                station_id=station_id,
-                                mode=mode,
-                                start_time=start_time,
-                                end_time=end_time,
-                                use_timestamp=use_timestamp,
-                                as_df=as_df,
-                                cols=cols,
-                                use_opendap=use_opendap,
-                                ) for station_id, mode in data_requests
-            ]
-            for i, future in enumerate(futures):
-                try:
-                    data = future.result()
-                    self.log(
-                        level=logging.DEBUG,
-                        station_id=data_requests[i][0],
-                        mode=data_requests[i][1],
-                        message=(
-                            f"Successfully processed request for station_id "
-                            f"{data_requests[i][0]} and mode "
-                            f"{data_requests[i][1]}"))
-                    accumulated_data.append(data)
-                except (RequestException, ResponseException,
-                        HandlerException) as e:
-                    self.log(
-                        level=logging.WARN,
-                        station_id=data_requests[i][0],
-                        mode=data_requests[i][1],
-                        message=(f"Failed to process request for station_id "
-                                 f"{data_requests[i][0]} and mode "
-                                 f"{data_requests[i][1]} with error: {e}"))
-                    continue
-
-        self.log(logging.INFO,
-                 message=(f"Finished processing request for "
-                          f"station_ids {handle_station_ids} and "
-                          f"modes {handle_modes} with "
-                          f"{len(accumulated_data)} results"))
-
-        # check that we have some response
-        if len(accumulated_data) == 0:
-            self.log(logging.WARN,
-                     message=(f"No data was returned for station_ids "
-                              f"{handle_station_ids} and modes "
-                              f"{handle_modes}"))
-            raise ResponseException(
-                f'No data was returned for station_ids {handle_station_ids} '
-                f'and modes {handle_modes}')
-        # handle the default case where a single station_id and mode are specified
-        if len(accumulated_data) == 1:
-            self.log(logging.DEBUG,
-                     message=(f"Returning data for single station_id "
-                              f"{handle_station_ids[0]} and mode "
-                              f"{handle_modes[0]}"))
-            return accumulated_data[0][0]
-        # handle the case where multiple station_ids and modes are specified
-        self.log(logging.DEBUG,
-                 message=(f"Returning data for multiple station_ids "
-                          f"{handle_station_ids} and modes "
-                          f"{handle_modes}"))
-        return self._handle_accumulate_data(accumulated_data,
-                                            station_id_as_column,
-                                            use_opendap=use_opendap)
-
+        accumulated_data: Dict[str, Dict[str, Union[pd.DataFrame, dict]]] = {}
+        for mode in handle_modes:
+            accumulated_data[mode] = []
+
+            with ThreadPoolExecutor(
+                    max_workers=len(handle_station_ids)) as station_executor:
+                station_futures = {}
+                for station_id in handle_station_ids:
+                    station_futures[station_id] = station_executor.submit(
+                        self._handle_get_data,
+                        mode=mode,
+                        station_id=station_id,
+                        start_time=start_time,
+                        end_time=end_time,
+                        use_timestamp=use_timestamp,
+                        as_df=as_df,
+                        cols=cols,
+                        use_opendap=use_opendap,
+                    )
+
+                for future in as_completed(station_futures.values()):
+                    try:
+                        station_data, station_id = future.result()
+                        self.log(
+                            level=logging.DEBUG,
+                            station_id=station_id,
+                            message=
+                            f"Successfully processed request for station_id {station_id}"
+                        )
+                        if as_df:
+                            station_data['station_id'] = station_id
+                        accumulated_data[mode].append(station_data)
+                    except (RequestException, ResponseException,
+                            HandlerException) as e:
+                        self.log(
+                            level=logging.WARN,
+                            station_id=station_id,
+                            message=(f"Failed to process request for station_id "
+                                    f"{station_id} with error: {e}"))
+        self.log(logging.INFO, message="Finished processing request.")
+        return self._handle_accumulate_data(accumulated_data)
+
+            
     def get_modes(self, use_opendap: bool = False) -> List[str]:
         """Get the list of supported modes for `get_data(...)`.
         
@@ -622,34 +596,22 @@ def get_modes(self, use_opendap: bool = False) -> List[str]:
             (List[str]) the available modalities.
         """
         if use_opendap:
-            return [v for v in vars(self._opendap_data_api) if not v.startswith('_')]
+            return [
+                v for v in vars(self._opendap_data_api) if not v.startswith('_')
+            ]
         return [v for v in vars(self._data_api) if not v.startswith('_')]
 
     @staticmethod
-    def save_netcdf_dataset(temp_dataset: nc.Dataset, output_filepath: str):
+    def save_netcdf_dataset(dataset: xarray.Dataset, output_filepath: str):
         """
         Saves a netCDF4 dataset from a temporary file to a user-specified file path.
 
         Args:
-            temp_dataset: The netCDF4.Dataset object opened from the temporary file.
-            output_filepath: The desired file path to save the dataset.
-        
-        Returns:
-            None: The dataset is saved to the specified location.
+            dataset: The xarray dataset to save.
+            output_filepath: The path to save the dataset to.
         """
-        new_dataset = nc.Dataset(output_filepath, 'w', format='NETCDF4', diskless=True, persist=True)
+        dataset.to_netcdf(output_filepath)
         
-        for dim_name, dim in temp_dataset.dimensions.items():
-            new_dataset.createDimension(dim_name, len(dim) if not dim.isunlimited() else None)
-        
-        for var_name, var in temp_dataset.variables.items():
-            new_var = new_dataset.createVariable(var_name, var.datatype, var.dimensions)
-            new_var.setncatts(var.__dict__)
-            new_var[:] = var[:]
-        
-        new_dataset.close()
-        temp_dataset.close()
-
     """ PRIVATE """
 
     def _get_request_handler(
@@ -729,52 +691,51 @@ def _handle_data(data: pd.DataFrame,
             return data
 
     def _handle_accumulate_data(
-            self,
-            accumulated_data: List[Tuple[Union[pd.DataFrame, dict], str]],
-            station_id_as_column: bool = False,
-            use_opendap: bool = False,
-        ) -> Union[pd.DataFrame, dict]:
+        self,
+        accumulated_data: Dict[str, List[Union[pd.DataFrame, dict, xarray.Dataset]]],
+    ) -> Union[pd.DataFrame, dict]:
         """Accumulate the data from multiple stations and modes."""
-        return_as_df = isinstance(accumulated_data[0][0], pd.DataFrame)
+        for k in list(accumulated_data.keys()):
+            if not accumulated_data[k]:
+                del accumulated_data[k]
+        
+        if not accumulated_data:
+            return {}
+        
+        return_as_df = isinstance(accumulated_data[list(accumulated_data.keys())[-1]][0], pd.DataFrame)
+        use_opendap = isinstance(accumulated_data[list(accumulated_data.keys())[-1]][0], xarray.Dataset)
 
-        data: Union[List[pd.DataFrame], List['nc.Dataset'], dict] = [] if return_as_df or use_opendap else {}
+        data: Union[List[pd.DataFrame], List[xarray.Dataset],
+                    dict] = [] if return_as_df or use_opendap else {}
 
-        for d in accumulated_data:
+        for mode, station_data in accumulated_data.items():
             if return_as_df:
-                if station_id_as_column:
-                    d[0].insert(0, 'station_id', d[1])
-                data.append(d[0])
+                data.extend(station_data)
             elif use_opendap:
-                data.append(d[0])
+                data.extend(station_data)
             else:
-                d_data, d_station_id = d[0], d[1]
-                if station_id_as_column:
-                    # the keys need to be updated to include the station_id
-                    # as a prefix before we update the `data` dict.
-                    d_data = {
-                        f'{d_station_id}_{k}': v for k, v in d_data.items()
-                    }
-                # the keys across modes should be unique so a simple update
-                # is sufficient.
-                data.update(d_data)
+                data[mode] = station_data
 
         if return_as_df:
-            return pd.concat(data)
+            df = pd.concat(data, axis=0)
+            df.reset_index(inplace=True, drop=False)
+            df.set_index(['timestamp', 'station_id'], inplace=True)
+            return df
         elif use_opendap:
-            return join_netcdf4(data)
+            return merge_datasets(data)
         return data
 
     def _handle_get_data(
-            self,
-            mode: str,
-            station_id: str,
-            start_time: datetime,
-            end_time: datetime,
-            use_timestamp: bool,
-            as_df: bool = True,
-            cols: List[str] = None,
-            use_opendap: bool = False,
-            ) -> Tuple[Union[pd.DataFrame, 'nc.Dataset', dict], str]:
+        self,
+        mode: str,
+        station_id: str,
+        start_time: datetime,
+        end_time: datetime,
+        use_timestamp: bool,
+        as_df: bool = True,
+        cols: List[str] = None,
+        use_opendap: bool = False,
+    ) -> Tuple[Union[pd.DataFrame, xarray.Dataset, dict], str]:
         start_time = self._handle_timestamp(start_time)
         end_time = self._handle_timestamp(end_time)
         station_id = self._parse_station_id(station_id)
@@ -798,15 +759,15 @@ def _handle_get_data(
                 f'Failed to handle API call.\nRaised from {e}') from e
         if use_timestamp:
             if use_opendap:
-                data = filter_netcdf4_by_time_range(data, start_time, end_time)
+                data = filter_dataset_by_time_range(data, start_time, end_time)
             else:
                 data = self._enforce_timerange(df=data,
-                                            start_time=start_time,
-                                            end_time=end_time)
+                                               start_time=start_time,
+                                               end_time=end_time)
         try:
             if use_opendap:
                 if cols:
-                    handled_data = filter_netcdf4_by_variable(data, cols)
+                    handled_data = filter_dataset_by_variable(data, cols)
                 else:
                     handled_data = data
             else:
diff --git a/ndbc_api/utilities/opendap/dataset.py b/ndbc_api/utilities/opendap/dataset.py
index 1fcec55..68d1b36 100644
--- a/ndbc_api/utilities/opendap/dataset.py
+++ b/ndbc_api/utilities/opendap/dataset.py
@@ -1,17 +1,15 @@
-import tempfile
-import os
 from datetime import datetime
 from typing import List, Union
 
-import netCDF4 as nc
+import xarray
 import numpy as np
 
 
-def join_netcdf4(
-    datasets: List['nc.Dataset'],
+def concat_datasets(
+    datasets: List[xarray.Dataset],
     temporal_dim_name: str = 'time',
-) -> 'nc.Dataset':
-    """Joins multiple netCDF4 datasets using their shared dimensions.
+) -> xarray.Dataset:
+    """Joins multiple xarray datasets using their shared dimensions.
 
     Handles cases where datasets might not have the same variables, 
     but requires that all datasets share the same dimensions. For
@@ -19,82 +17,43 @@ def join_netcdf4(
     have `time`, `latitude`, and `longitude` dimensions.
 
     Args:
-        datasets (List[netCDF4.Dataset]): A list of netCDF4 datasets
+        datasets (List[xarray.Dataset]): A list of xarray datasets
             to join.
         dimension_names (List[str]): A list of dimension names to join
             the datasets on. Defaults to `['time', 'latitude', 'longitude']`.
     
     Returns:
-        A netCDF4.Dataset object containing the joined data.
+        A xarray.Dataset object containing the joined data.
     """
-    unique_dim_values = {}
-    for dim_name in datasets[0].dimensions.keys():
-        all_values = np.concatenate([ds.variables[dim_name][:] for ds in datasets])
-        unique_values, indices = np.unique(all_values, return_inverse=True)
-        unique_dim_values[dim_name] = unique_values
-
-    with tempfile.NamedTemporaryFile(delete=True, suffix='.nc', dir=os.getcwd()) as temp_file:
-        output_ds = nc.Dataset(temp_file.name, 'w', format='NETCDF4')
-    
-    # create time dimension
-    output_ds.createDimension(temporal_dim_name, len(unique_dim_values[temporal_dim_name]))
-    temporal_var = datasets[0].variables[temporal_dim_name]
-    fill_value = getattr(temporal_var, '_FillValue', 'f8')
-    time_var = output_ds.createVariable(temporal_dim_name, fill_value, (temporal_dim_name,))
-    time_var[:] = unique_dim_values[temporal_dim_name]
-    time_var.units = datasets[0].variables[temporal_dim_name].units 
-
-    # create other spatial dimensions
-    for dim_name in unique_dim_values:
-        if dim_name == temporal_dim_name:
-            continue
-        output_ds.createDimension(dim_name, len(unique_dim_values[dim_name]))
-        spatial_var = datasets[0].variables[dim_name]
-        fill_value = getattr(spatial_var, '_FillValue', 'f8')
-        dim_var = output_ds.createVariable(dim_name, fill_value, (dim_name,))
-        dim_var[:] = unique_dim_values[dim_name]
-        if hasattr(datasets[0].variables[dim_name], 'units'):
-            dim_var.units = datasets[0].variables[dim_name].units
-    
-    all_variables = set()
-    for ds in datasets:
-        all_variables.update(ds.variables.keys())
+    result = xarray.concat(datasets, dim=temporal_dim_name)
+    return result
 
-    for var_name in all_variables:
-        if var_name in unique_dim_values:
-            continue
-        datasets_with_var = [ds for ds in datasets if var_name in ds.variables]
-        if not datasets_with_var:
-            continue
 
-        var1 = datasets_with_var[0].variables[var_name]
-        fill_value = getattr(var1, '_FillValue', None)
-        if not fill_value:
-            continue
+def merge_datasets(datasets: List[xarray.Dataset],) -> xarray.Dataset:
+    """Merges multiple xarray datasets using their shared dimensions.
 
-        out_var = output_ds.createVariable(var_name, var1.datatype, var1.dimensions, fill_value=fill_value)
-        out_var.setncatts(var1.__dict__)
-
-        # create an empty array to store the merged data
-        combined_data = np.full((len(unique_dim_values[temporal_dim_name]),) + var1.shape[1:], fill_value, dtype=var1.datatype)
+    Handles cases where datasets might not have the same variables,
+    but requires that all datasets share the same dimensions. For
+    data stored on the THREDDS server, all datasets are expected to
+    have `time`, `latitude`, and `longitude` dimensions.
 
-        # fill in data from each dataset based on their time indices
-        for ds in datasets_with_var:
-            var = ds.variables[var_name]
-            time_values = ds.variables[temporal_dim_name][:]
-            indices = np.where(np.in1d(unique_dim_values[temporal_dim_name], time_values))[0]
-            combined_data[indices, ...] = var[:]
+    Args:
+        datasets (List[xarray.Dataset]): A list of xarray datasets
+            to join.
 
-        out_var[:] = combined_data
+    Returns:
+        A xarray.Dataset object containing the merged data.
+    """
+    result = xarray.merge(datasets, compat='override')
+    return result
 
-    return output_ds
 
-def filter_netcdf4_by_time_range(
-    dataset: nc.Dataset,
+def filter_dataset_by_time_range(
+    dataset: xarray.Dataset,
     start_time: datetime,
     end_time: datetime,
     temporal_dim_name: str = 'time',
-) -> nc.Dataset:
+) -> xarray.Dataset:
     """
     Filters a netCDF4 Dataset to keep only data within a specified time range.
 
@@ -106,55 +65,14 @@ def filter_netcdf4_by_time_range(
     Returns:
         The modified netCDF4 Dataset object with data outside the time range removed.
     """
-    with tempfile.NamedTemporaryFile(delete=True, suffix='.nc', dir=os.getcwd()) as temp_file:
-        output_ds = nc.Dataset(temp_file.name, 'w', format='NETCDF4')
-
-    time_var = dataset.variables[temporal_dim_name]
-    time_units = time_var.units
-
-    start_time_num = nc.date2num(start_time, time_units)
-    end_time_num = nc.date2num(end_time, time_units)
-
-    time_values = time_var[:].squeeze()
-    time_indices = np.where((time_values >= start_time_num) & (time_values <= end_time_num))[0]
-
-    output_ds.createDimension(temporal_dim_name, len(time_indices))
-    new_time_var = output_ds.createVariable(temporal_dim_name, time_var.datatype, (temporal_dim_name,))
-    new_time_var.units = time_var.units
-    new_time_var[:] = time_values[time_indices]
-
-    # copy the spatial dimensions
-    for dim_name in dataset.dimensions.keys():
-        if dim_name == temporal_dim_name:
-            continue
-        dim_var = dataset.variables[dim_name]
-        output_ds.createDimension(dim_name, len(dim_var))
-        out_var = output_ds.createVariable(dim_name, dim_var.datatype, (dim_name,))
-        if hasattr(dim_var, 'units'):
-          out_var.units = dim_var.units
-        out_var[:] = dim_var[:]
-
-    for var_name, var in dataset.variables.items():
-        if var_name in dataset.dimensions:
-            continue
-        if temporal_dim_name in var.dimensions:
-            var_data = var[:]
-            if var_data.ndim > 1:
-                filtered_data = var_data[time_indices, ...]
-                new_shape = (len(time_indices),) + var_data.shape[1:]
-            else:
-                filtered_data = var_data[time_indices]
-                new_shape = (len(time_indices),)
-            new_var = output_ds.createVariable(var_name, var.datatype, var.dimensions, fill_value=getattr(var, '_FillValue', None))
-            new_var.setncatts(var.__dict__)
-            new_var[:] = filtered_data.reshape(new_shape)
-
-    return output_ds
-
-def filter_netcdf4_by_variable(
-    dataset: nc.Dataset,
+    filtered_ds = dataset.sel({temporal_dim_name: slice(start_time, end_time)})
+    return filtered_ds
+
+
+def filter_dataset_by_variable(
+    dataset: xarray.Dataset,
     cols: Union[List[str], None] = None,
-) -> nc.Dataset:
+) -> xarray.Dataset:
     """
     Filters a netCDF4 Dataset to keep only data with variables whose names are in cols.
 
@@ -165,27 +83,6 @@ def filter_netcdf4_by_variable(
     Returns:
         The modified netCDF4 Dataset object with data with variables not in cols removed.
     """
-    with tempfile.NamedTemporaryFile(delete=True, suffix='.nc', dir=os.getcwd()) as temp_file:
-        output_ds = nc.Dataset(temp_file.name, 'w', format='NETCDF4')
-    
-    # copy dimensions
-    for dim_name in dataset.dimensions.keys():
-        dim_var = dataset.variables[dim_name]
-        output_ds.createDimension(dim_name, len(dim_var))
-        out_var = output_ds.createVariable(dim_name, dim_var.datatype, (dim_name,))
-        if hasattr(dim_var, 'units'):
-          out_var.units = dim_var.units
-        out_var[:] = dim_var[:]
-    
-    # copy variables
-    if not cols:
-        cols = dataset.variables.keys()
-    for var_name in cols:
-        if var_name in dataset.dimensions.keys():
-            continue
-        var = dataset.variables[var_name]
-        out_var = output_ds.createVariable(var_name, var.datatype, var.dimensions)
-        out_var.setncatts(var.__dict__)
-        out_var[:] = var[:]
-    
-    return output_ds
+    if cols is None:
+        return dataset
+    return dataset[cols]
diff --git a/ndbc_api/utilities/req_handler.py b/ndbc_api/utilities/req_handler.py
index 1fd48be..6e12889 100644
--- a/ndbc_api/utilities/req_handler.py
+++ b/ndbc_api/utilities/req_handler.py
@@ -205,7 +205,10 @@ def execute_request(self, station_id: Union[str, int], url: str,
                  message=f'Response status: {response.status_code}')
         if response.status_code != 200:  # web request did not succeed
             return dict(status=response.status_code, body='')
-        elif any(['netcdf' in response.headers.get('Content-Type').lower(), 'octet' in response.headers.get('Content-Type').lower()]):
+        elif any([
+                'netcdf' in response.headers.get('Content-Type').lower(),
+                'octet' in response.headers.get('Content-Type').lower()
+        ]):
             return dict(status=response.status_code, body=response.content)
         return dict(status=response.status_code, body=response.text)
 
diff --git a/notebooks/overview.ipynb b/notebooks/overview.ipynb
index 5d5aa9d..35c214b 100644
--- a/notebooks/overview.ipynb
+++ b/notebooks/overview.ipynb
@@ -192,7 +192,7 @@
        "      <td>Prediction and Research Moored Array in the At...</td>\n",
        "      <td>International Partners</td>\n",
        "      <td>buoy</td>\n",
-       "      <td>True</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
@@ -243,7 +243,7 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1338</th>\n",
+       "      <th>1339</th>\n",
        "      <td>yata2</td>\n",
        "      <td>59.548</td>\n",
        "      <td>-139.733</td>\n",
@@ -258,7 +258,7 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1339</th>\n",
+       "      <th>1340</th>\n",
        "      <td>ygnn6</td>\n",
        "      <td>43.262</td>\n",
        "      <td>-79.064</td>\n",
@@ -273,7 +273,7 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1340</th>\n",
+       "      <th>1341</th>\n",
        "      <td>yktv2</td>\n",
        "      <td>37.227</td>\n",
        "      <td>-76.479</td>\n",
@@ -288,7 +288,7 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1341</th>\n",
+       "      <th>1342</th>\n",
        "      <td>yrsv2</td>\n",
        "      <td>37.414</td>\n",
        "      <td>-76.712</td>\n",
@@ -303,7 +303,7 @@
        "      <td>False</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1342</th>\n",
+       "      <th>1343</th>\n",
        "      <td>zbqn7</td>\n",
        "      <td>33.955</td>\n",
        "      <td>-77.935</td>\n",
@@ -319,7 +319,7 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>1343 rows × 12 columns</p>\n",
+       "<p>1344 rows × 12 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -330,11 +330,11 @@
        "3      13008  15.000  -38.000       0.0   \n",
        "4      13009   8.000  -38.000       0.0   \n",
        "...      ...     ...      ...       ...   \n",
-       "1338   yata2  59.548 -139.733      <NA>   \n",
-       "1339   ygnn6  43.262  -79.064      73.0   \n",
-       "1340   yktv2  37.227  -76.479       3.7   \n",
-       "1341   yrsv2  37.414  -76.712      11.0   \n",
-       "1342   zbqn7  33.955  -77.935      <NA>   \n",
+       "1339   yata2  59.548 -139.733      <NA>   \n",
+       "1340   ygnn6  43.262  -79.064      73.0   \n",
+       "1341   yktv2  37.227  -76.479       3.7   \n",
+       "1342   yrsv2  37.414  -76.712      11.0   \n",
+       "1343   zbqn7  33.955  -77.935      <NA>   \n",
        "\n",
        "                                             Name  \\\n",
        "0                     Sturgeon Bay CG Station, WI   \n",
@@ -343,11 +343,11 @@
        "3                                          Reggae   \n",
        "4                                         Lambada   \n",
        "...                                           ...   \n",
-       "1338           9453220 - Yakutat, Yakutat Bay, AK   \n",
-       "1339              Niagara Coast Guard Station, NY   \n",
-       "1340  8637689 - Yorktown USCG Training Center, VA   \n",
-       "1341   Taskinas Creek, Chesapeake Bay Reserve, VA   \n",
-       "1342                 Zeke's Basin, North Carolina   \n",
+       "1339           9453220 - Yakutat, Yakutat Bay, AK   \n",
+       "1340              Niagara Coast Guard Station, NY   \n",
+       "1341  8637689 - Yorktown USCG Training Center, VA   \n",
+       "1342   Taskinas Creek, Chesapeake Bay Reserve, VA   \n",
+       "1343                 Zeke's Basin, North Carolina   \n",
        "\n",
        "                                                  Owner  \\\n",
        "0                    U.S.C.G. Marine Reporting Stations   \n",
@@ -356,24 +356,24 @@
        "3     Prediction and Research Moored Array in the At...   \n",
        "4     Prediction and Research Moored Array in the At...   \n",
        "...                                                 ...   \n",
-       "1338                                                NOS   \n",
-       "1339                                 NWS Eastern Region   \n",
-       "1340                                                NOS   \n",
-       "1341         National Estuarine Research Reserve System   \n",
+       "1339                                                NOS   \n",
+       "1340                                 NWS Eastern Region   \n",
+       "1341                                                NOS   \n",
        "1342         National Estuarine Research Reserve System   \n",
+       "1343         National Estuarine Research Reserve System   \n",
        "\n",
        "                     Program   Type  Includes Meteorology  Includes Currents  \\\n",
        "0              IOOS Partners  fixed                 False              False   \n",
        "1     International Partners   buoy                  True              False   \n",
-       "2     International Partners   buoy                  True              False   \n",
+       "2     International Partners   buoy                 False              False   \n",
        "3     International Partners   buoy                  True              False   \n",
        "4     International Partners   buoy                  True              False   \n",
        "...                      ...    ...                   ...                ...   \n",
-       "1338              NOS/CO-OPS  fixed                  True              False   \n",
-       "1339           IOOS Partners  fixed                  True              False   \n",
-       "1340              NOS/CO-OPS  fixed                  True              False   \n",
-       "1341                   NERRS  fixed                  True              False   \n",
-       "1342                   NERRS  fixed                 False              False   \n",
+       "1339              NOS/CO-OPS  fixed                  True              False   \n",
+       "1340           IOOS Partners  fixed                  True              False   \n",
+       "1341              NOS/CO-OPS  fixed                  True              False   \n",
+       "1342                   NERRS  fixed                  True              False   \n",
+       "1343                   NERRS  fixed                 False              False   \n",
        "\n",
        "      Includes Water Quality  DART Program  \n",
        "0                      False         False  \n",
@@ -382,13 +382,13 @@
        "3                      False         False  \n",
        "4                      False         False  \n",
        "...                      ...           ...  \n",
-       "1338                   False         False  \n",
        "1339                   False         False  \n",
        "1340                   False         False  \n",
        "1341                   False         False  \n",
        "1342                   False         False  \n",
+       "1343                   False         False  \n",
        "\n",
-       "[1343 rows x 12 columns]"
+       "[1344 rows x 12 columns]"
       ]
      },
      "execution_count": 5,
@@ -468,20 +468,9 @@
    "cell_type": "code",
    "execution_count": 7,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "['adcp', 'cwind', 'ocean', 'pwind', 'stdmet', 'swden', 'wlevel']"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "api.get_modes(use_opendap=True)"
+    "# api.get_modes(use_opendap=True)"
    ]
   },
   {
@@ -563,7 +552,7 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>1278</th>\n",
+       "      <th>1279</th>\n",
        "      <td>tplm2</td>\n",
        "      <td>38.899</td>\n",
        "      <td>-76.436</td>\n",
@@ -589,8 +578,8 @@
        "      <td>IOOS Partners</td>\n",
        "      <td>buoy</td>\n",
        "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "      <td>9.369909</td>\n",
        "    </tr>\n",
@@ -693,8 +682,8 @@
        "    <tr>\n",
        "      <th>239</th>\n",
        "      <td>44402</td>\n",
-       "      <td>39.295</td>\n",
-       "      <td>-70.700</td>\n",
+       "      <td>39.314</td>\n",
+       "      <td>-70.717</td>\n",
        "      <td>0.0</td>\n",
        "      <td>SOUTHEAST BLOCK CANYON - 130 NM SE of Fire Isl...</td>\n",
        "      <td>NDBC</td>\n",
@@ -704,7 +693,7 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>497.152323</td>\n",
+       "      <td>495.825675</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1178</th>\n",
@@ -745,7 +734,7 @@
       ],
       "text/plain": [
        "     Station     Lat     Lon Elevation  \\\n",
-       "1278   tplm2  38.899 -76.436       0.0   \n",
+       "1279   tplm2  38.899 -76.436       0.0   \n",
        "213    44063  38.963 -76.448       0.0   \n",
        "622    apam2  38.983 -76.479       1.4   \n",
        "729    cpvm2  38.995 -76.388       3.4   \n",
@@ -753,12 +742,12 @@
        "...      ...     ...     ...       ...   \n",
        "693    cblo1  41.981 -80.556     177.0   \n",
        "270    45142  42.740 -79.290     174.0   \n",
-       "239    44402  39.295 -70.700       0.0   \n",
+       "239    44402  39.314 -70.717       0.0   \n",
        "1178   rprn6  43.263 -77.598      75.0   \n",
        "1167   rcrn6  43.269 -77.626      76.7   \n",
        "\n",
        "                                                   Name  \\\n",
-       "1278                                   Thomas Point, MD   \n",
+       "1279                                   Thomas Point, MD   \n",
        "213                                       Annapolis, MD   \n",
        "622                             8575512 - Annapolis, MD   \n",
        "729      8575437 - Chesapeake Bay Bridge Visibility, MD   \n",
@@ -771,7 +760,7 @@
        "1167                            9052058 - Rochester, NY   \n",
        "\n",
        "                                                Owner  \\\n",
-       "1278                                             NDBC   \n",
+       "1279                                             NDBC   \n",
        "213   Chesapeake Bay Interpretive Buoy System (CBIBS)   \n",
        "622                                               NOS   \n",
        "729                                    NOAA NOS PORTS   \n",
@@ -784,7 +773,7 @@
        "1167                                              NOS   \n",
        "\n",
        "                        Program   Type  Includes Meteorology  \\\n",
-       "1278  NDBC Meteorological/Ocean  fixed                  True   \n",
+       "1279  NDBC Meteorological/Ocean  fixed                  True   \n",
        "213               IOOS Partners   buoy                  True   \n",
        "622                  NOS/CO-OPS  fixed                  True   \n",
        "729                  NOS/CO-OPS  fixed                  True   \n",
@@ -797,15 +786,15 @@
        "1167                 NOS/CO-OPS  fixed                  True   \n",
        "\n",
        "      Includes Currents  Includes Water Quality  DART Program    distance  \n",
-       "1278              False                   False         False    2.177979  \n",
-       "213               False                   False         False    9.369909  \n",
+       "1279              False                   False         False    2.177979  \n",
+       "213                True                    True         False    9.369909  \n",
        "622               False                   False         False   12.225590  \n",
        "729               False                   False         False   13.307985  \n",
        "678               False                   False         False   26.506690  \n",
        "...                 ...                     ...           ...         ...  \n",
        "693               False                   False         False  491.192873  \n",
        "270               False                   False         False  492.561301  \n",
-       "239               False                   False          True  497.152323  \n",
+       "239               False                   False          True  495.825675  \n",
        "1178              False                   False         False  497.635930  \n",
        "1167              False                   False         False  498.756609  \n",
        "\n",
@@ -836,7 +825,7 @@
     {
      "data": {
       "text/plain": [
-       "'23226'"
+       "'tplm2'"
       ]
      },
      "execution_count": 10,
@@ -845,7 +834,7 @@
     }
    ],
    "source": [
-    "api.nearest_station(lat=38.88, lon=76.43)"
+    "api.nearest_station(lat=38.88, lon=-76.43)"
    ]
   },
   {
@@ -1180,7 +1169,9 @@
        "  'May 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm252024.txt.gz&dir=data/stdmet/May/',\n",
        "  'Jun 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm262024.txt.gz&dir=data/stdmet/Jun/',\n",
        "  'Jul 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm272024.txt.gz&dir=data/stdmet/Jul/',\n",
-       "  'Aug 2024': 'https://www.ndbc.noaa.gov/data/stdmet/Aug/tplm2.txt',\n",
+       "  'Aug 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm282024.txt.gz&dir=data/stdmet/Aug/',\n",
+       "  'Sep 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm292024.txt.gz&dir=data/stdmet/Sep/',\n",
+       "  'Oct 2024': 'https://www.ndbc.noaa.gov/data/stdmet/Oct/tplm2.txt',\n",
        "  '1985': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm2h1985.txt.gz&dir=data/historical/stdmet/',\n",
        "  '1986': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm2h1986.txt.gz&dir=data/historical/stdmet/',\n",
        "  '1987': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm2h1987.txt.gz&dir=data/historical/stdmet/',\n",
@@ -1227,7 +1218,9 @@
        "  'May 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm252024.txt.gz&dir=data/cwind/May/',\n",
        "  'Jun 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm262024.txt.gz&dir=data/cwind/Jun/',\n",
        "  'Jul 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm272024.txt.gz&dir=data/cwind/Jul/',\n",
-       "  'Aug 2024': 'https://www.ndbc.noaa.gov/data/cwind/Aug/tplm2.txt',\n",
+       "  'Aug 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm282024.txt.gz&dir=data/cwind/Aug/',\n",
+       "  'Sep 2024': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm292024.txt.gz&dir=data/cwind/Sep/',\n",
+       "  'Oct 2024': 'https://www.ndbc.noaa.gov/data/cwind/Oct/tplm2.txt',\n",
        "  '1990': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm2c1990.txt.gz&dir=data/historical/cwind/',\n",
        "  '1991': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm2c1991.txt.gz&dir=data/historical/cwind/',\n",
        "  '1992': 'https://www.ndbc.noaa.gov/download_data.php?filename=tplm2c1992.txt.gz&dir=data/historical/cwind/',\n",
@@ -1312,8 +1305,8 @@
        "      <th>Jun 2024</th>\n",
        "      <th>Jul 2024</th>\n",
        "      <th>Aug 2024</th>\n",
-       "      <th>1985</th>\n",
-       "      <th>1986</th>\n",
+       "      <th>Sep 2024</th>\n",
+       "      <th>Oct 2024</th>\n",
        "      <th>...</th>\n",
        "      <th>2014</th>\n",
        "      <th>2015</th>\n",
@@ -1337,9 +1330,9 @@
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
-       "      <td>https://www.ndbc.noaa.gov/data/stdmet/Aug/tplm...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
+       "      <td>https://www.ndbc.noaa.gov/data/stdmet/Oct/tplm...</td>\n",
        "      <td>...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
@@ -1361,9 +1354,9 @@
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
-       "      <td>https://www.ndbc.noaa.gov/data/cwind/Aug/tplm2...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
+       "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
+       "      <td>https://www.ndbc.noaa.gov/data/cwind/Oct/tplm2...</td>\n",
        "      <td>...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
        "      <td>https://www.ndbc.noaa.gov/download_data.php?fi...</td>\n",
@@ -1378,7 +1371,7 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>2 rows × 47 columns</p>\n",
+       "<p>2 rows × 49 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -1411,16 +1404,16 @@
        "Continuous winds data         https://www.ndbc.noaa.gov/download_data.php?fi...   \n",
        "\n",
        "                                                                       Aug 2024  \\\n",
-       "Standard meteorological data  https://www.ndbc.noaa.gov/data/stdmet/Aug/tplm...   \n",
-       "Continuous winds data         https://www.ndbc.noaa.gov/data/cwind/Aug/tplm2...   \n",
-       "\n",
-       "                                                                           1985  \\\n",
        "Standard meteorological data  https://www.ndbc.noaa.gov/download_data.php?fi...   \n",
-       "Continuous winds data                                                       NaN   \n",
+       "Continuous winds data         https://www.ndbc.noaa.gov/download_data.php?fi...   \n",
        "\n",
-       "                                                                           1986  \\\n",
+       "                                                                       Sep 2024  \\\n",
        "Standard meteorological data  https://www.ndbc.noaa.gov/download_data.php?fi...   \n",
-       "Continuous winds data                                                       NaN   \n",
+       "Continuous winds data         https://www.ndbc.noaa.gov/download_data.php?fi...   \n",
+       "\n",
+       "                                                                       Oct 2024  \\\n",
+       "Standard meteorological data  https://www.ndbc.noaa.gov/data/stdmet/Oct/tplm...   \n",
+       "Continuous winds data         https://www.ndbc.noaa.gov/data/cwind/Oct/tplm2...   \n",
        "\n",
        "                              ...  \\\n",
        "Standard meteorological data  ...   \n",
@@ -1466,7 +1459,7 @@
        "Standard meteorological data  https://www.ndbc.noaa.gov/download_data.php?fi...  \n",
        "Continuous winds data         https://www.ndbc.noaa.gov/download_data.php?fi...  \n",
        "\n",
-       "[2 rows x 47 columns]"
+       "[2 rows x 49 columns]"
       ]
      },
      "execution_count": 16,
@@ -1541,18 +1534,24 @@
        "        vertical-align: top;\n",
        "    }\n",
        "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
+       "    .dataframe thead tr th {\n",
+       "        text-align: left;\n",
        "    }\n",
        "</style>\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
+       "    <tr>\n",
        "      <th>timestamp</th>\n",
        "      <th>2020-01-01 00:00:00</th>\n",
        "      <th>2020-01-01 01:00:00</th>\n",
        "      <th>2020-01-01 02:00:00</th>\n",
        "    </tr>\n",
+       "    <tr>\n",
+       "      <th>station_id</th>\n",
+       "      <th>tplm2</th>\n",
+       "      <th>tplm2</th>\n",
+       "      <th>tplm2</th>\n",
+       "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
@@ -1638,20 +1637,21 @@
        "</div>"
       ],
       "text/plain": [
-       "timestamp  2020-01-01 00:00:00  2020-01-01 01:00:00  2020-01-01 02:00:00\n",
-       "WDIR                     188.0                273.0                286.0\n",
-       "WSPD                       6.1                  6.0                  4.7\n",
-       "GST                        6.2                  6.9                  5.6\n",
-       "WVHT                       NaN                  NaN                  NaN\n",
-       "DPD                        NaN                  NaN                  NaN\n",
-       "APD                        NaN                  NaN                  NaN\n",
-       "MWD                        NaN                  NaN                  NaN\n",
-       "PRES                    1006.1               1006.8               1007.3\n",
-       "ATMP                       9.5                  9.3                  8.7\n",
-       "WTMP                       6.6                  6.6                  6.5\n",
-       "DEWP                      -0.3                 -0.6                 -1.4\n",
-       "VIS                        NaN                  NaN                  NaN\n",
-       "TIDE                       NaN                  NaN                  NaN"
+       "timestamp  2020-01-01 00:00:00 2020-01-01 01:00:00 2020-01-01 02:00:00\n",
+       "station_id               tplm2               tplm2               tplm2\n",
+       "WDIR                     188.0               273.0               286.0\n",
+       "WSPD                       6.1                 6.0                 4.7\n",
+       "GST                        6.2                 6.9                 5.6\n",
+       "WVHT                       NaN                 NaN                 NaN\n",
+       "DPD                        NaN                 NaN                 NaN\n",
+       "APD                        NaN                 NaN                 NaN\n",
+       "MWD                        NaN                 NaN                 NaN\n",
+       "PRES                    1006.1              1006.8              1007.3\n",
+       "ATMP                       9.5                 9.3                 8.7\n",
+       "WTMP                       6.6                 6.6                 6.5\n",
+       "DEWP                      -0.3                -0.6                -1.4\n",
+       "VIS                        NaN                 NaN                 NaN\n",
+       "TIDE                       NaN                 NaN                 NaN"
       ]
      },
      "execution_count": 18,
@@ -1673,7 +1673,7 @@
      "output_type": "stream",
      "text": [
       "<class 'pandas.core.frame.DataFrame'>\n",
-      "DatetimeIndex: 17280 entries, 2020-01-01 00:00:00 to 2022-01-01 00:00:00\n",
+      "MultiIndex: 17280 entries, (Timestamp('2020-01-01 00:00:00'), 'tplm2') to (Timestamp('2022-01-01 00:00:00'), 'tplm2')\n",
       "Data columns (total 13 columns):\n",
       " #   Column  Non-Null Count  Dtype  \n",
       "---  ------  --------------  -----  \n",
@@ -1691,7 +1691,7 @@
       " 11  VIS     0 non-null      float64\n",
       " 12  TIDE    0 non-null      float64\n",
       "dtypes: float64(13)\n",
-      "memory usage: 1.8 MB\n"
+      "memory usage: 2.4+ MB\n"
      ]
     }
    ],
@@ -1721,331 +1721,331 @@
     {
      "data": {
       "text/plain": [
-       "{'WDIR': {Timestamp('2020-01-01 00:00:00'): 188.0,\n",
-       "  Timestamp('2020-01-01 01:00:00'): 273.0,\n",
-       "  Timestamp('2020-01-01 02:00:00'): 286.0,\n",
-       "  Timestamp('2020-01-01 03:00:00'): 278.0,\n",
-       "  Timestamp('2020-01-01 04:00:00'): 293.0,\n",
-       "  Timestamp('2020-01-01 05:00:00'): 297.0,\n",
-       "  Timestamp('2020-01-01 06:00:00'): 296.0,\n",
-       "  Timestamp('2020-01-01 07:00:00'): 287.0,\n",
-       "  Timestamp('2020-01-01 08:00:00'): 287.0,\n",
-       "  Timestamp('2020-01-01 09:00:00'): 282.0,\n",
-       "  Timestamp('2020-01-01 10:00:00'): 286.0,\n",
-       "  Timestamp('2020-01-01 11:00:00'): 276.0,\n",
-       "  Timestamp('2020-01-01 12:00:00'): 271.0,\n",
-       "  Timestamp('2020-01-01 13:00:00'): 275.0,\n",
-       "  Timestamp('2020-01-01 14:00:00'): 266.0,\n",
-       "  Timestamp('2020-01-01 15:00:00'): 269.0,\n",
-       "  Timestamp('2020-01-01 16:00:00'): 270.0,\n",
-       "  Timestamp('2020-01-01 17:00:00'): 260.0,\n",
-       "  Timestamp('2020-01-01 18:00:00'): 252.0,\n",
-       "  Timestamp('2020-01-01 19:00:00'): 257.0,\n",
-       "  Timestamp('2020-01-01 20:00:00'): 271.0,\n",
-       "  Timestamp('2020-01-01 21:00:00'): 269.0,\n",
-       "  Timestamp('2020-01-01 22:00:00'): 281.0,\n",
-       "  Timestamp('2020-01-01 23:00:00'): 298.0,\n",
-       "  Timestamp('2020-01-02 00:00:00'): 285.0},\n",
-       " 'WSPD': {Timestamp('2020-01-01 00:00:00'): 6.1,\n",
-       "  Timestamp('2020-01-01 01:00:00'): 6.0,\n",
-       "  Timestamp('2020-01-01 02:00:00'): 4.7,\n",
-       "  Timestamp('2020-01-01 03:00:00'): 5.1,\n",
-       "  Timestamp('2020-01-01 04:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 05:00:00'): 10.0,\n",
-       "  Timestamp('2020-01-01 06:00:00'): 7.4,\n",
-       "  Timestamp('2020-01-01 07:00:00'): 6.3,\n",
-       "  Timestamp('2020-01-01 08:00:00'): 4.4,\n",
-       "  Timestamp('2020-01-01 09:00:00'): 7.5,\n",
-       "  Timestamp('2020-01-01 10:00:00'): 6.1,\n",
-       "  Timestamp('2020-01-01 11:00:00'): 7.1,\n",
-       "  Timestamp('2020-01-01 12:00:00'): 6.0,\n",
-       "  Timestamp('2020-01-01 13:00:00'): 5.0,\n",
-       "  Timestamp('2020-01-01 14:00:00'): 5.7,\n",
-       "  Timestamp('2020-01-01 15:00:00'): 8.2,\n",
-       "  Timestamp('2020-01-01 16:00:00'): 7.1,\n",
-       "  Timestamp('2020-01-01 17:00:00'): 8.1,\n",
-       "  Timestamp('2020-01-01 18:00:00'): 7.2,\n",
-       "  Timestamp('2020-01-01 19:00:00'): 7.1,\n",
-       "  Timestamp('2020-01-01 20:00:00'): 6.1,\n",
-       "  Timestamp('2020-01-01 21:00:00'): 4.7,\n",
-       "  Timestamp('2020-01-01 22:00:00'): 4.2,\n",
-       "  Timestamp('2020-01-01 23:00:00'): 2.4,\n",
-       "  Timestamp('2020-01-02 00:00:00'): 2.4},\n",
-       " 'GST': {Timestamp('2020-01-01 00:00:00'): 6.2,\n",
-       "  Timestamp('2020-01-01 01:00:00'): 6.9,\n",
-       "  Timestamp('2020-01-01 02:00:00'): 5.6,\n",
-       "  Timestamp('2020-01-01 03:00:00'): 6.1,\n",
-       "  Timestamp('2020-01-01 04:00:00'): 7.2,\n",
-       "  Timestamp('2020-01-01 05:00:00'): 11.5,\n",
-       "  Timestamp('2020-01-01 06:00:00'): 8.2,\n",
-       "  Timestamp('2020-01-01 07:00:00'): 7.2,\n",
-       "  Timestamp('2020-01-01 08:00:00'): 5.7,\n",
-       "  Timestamp('2020-01-01 09:00:00'): 9.1,\n",
-       "  Timestamp('2020-01-01 10:00:00'): 7.2,\n",
-       "  Timestamp('2020-01-01 11:00:00'): 8.2,\n",
-       "  Timestamp('2020-01-01 12:00:00'): 7.1,\n",
-       "  Timestamp('2020-01-01 13:00:00'): 5.8,\n",
-       "  Timestamp('2020-01-01 14:00:00'): 6.2,\n",
-       "  Timestamp('2020-01-01 15:00:00'): 9.7,\n",
-       "  Timestamp('2020-01-01 16:00:00'): 7.8,\n",
-       "  Timestamp('2020-01-01 17:00:00'): 8.5,\n",
-       "  Timestamp('2020-01-01 18:00:00'): 8.2,\n",
-       "  Timestamp('2020-01-01 19:00:00'): 7.9,\n",
-       "  Timestamp('2020-01-01 20:00:00'): 6.8,\n",
-       "  Timestamp('2020-01-01 21:00:00'): 5.2,\n",
-       "  Timestamp('2020-01-01 22:00:00'): 4.8,\n",
-       "  Timestamp('2020-01-01 23:00:00'): 2.5,\n",
-       "  Timestamp('2020-01-02 00:00:00'): 2.6},\n",
-       " 'WVHT': {Timestamp('2020-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2020-01-02 00:00:00'): nan},\n",
-       " 'DPD': {Timestamp('2020-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2020-01-02 00:00:00'): nan},\n",
-       " 'APD': {Timestamp('2020-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 03:00:00'): nan,\n",
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-       "  Timestamp('2020-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 10:00:00'): nan,\n",
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-       "  Timestamp('2020-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2020-01-02 00:00:00'): nan},\n",
-       " 'MWD': {Timestamp('2020-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2020-01-02 00:00:00'): nan},\n",
-       " 'PRES': {Timestamp('2020-01-01 00:00:00'): 1006.1,\n",
-       "  Timestamp('2020-01-01 01:00:00'): 1006.8,\n",
-       "  Timestamp('2020-01-01 02:00:00'): 1007.3,\n",
-       "  Timestamp('2020-01-01 03:00:00'): 1007.8,\n",
-       "  Timestamp('2020-01-01 04:00:00'): 1007.7,\n",
-       "  Timestamp('2020-01-01 05:00:00'): 1007.6,\n",
-       "  Timestamp('2020-01-01 06:00:00'): 1008.1,\n",
-       "  Timestamp('2020-01-01 07:00:00'): 1008.7,\n",
-       "  Timestamp('2020-01-01 08:00:00'): 1009.3,\n",
-       "  Timestamp('2020-01-01 09:00:00'): 1009.2,\n",
-       "  Timestamp('2020-01-01 10:00:00'): 1009.4,\n",
-       "  Timestamp('2020-01-01 11:00:00'): 1009.8,\n",
-       "  Timestamp('2020-01-01 12:00:00'): 1010.1,\n",
-       "  Timestamp('2020-01-01 13:00:00'): 1010.6,\n",
-       "  Timestamp('2020-01-01 14:00:00'): 1011.6,\n",
-       "  Timestamp('2020-01-01 15:00:00'): 1012.1,\n",
-       "  Timestamp('2020-01-01 16:00:00'): 1012.1,\n",
-       "  Timestamp('2020-01-01 17:00:00'): 1011.3,\n",
-       "  Timestamp('2020-01-01 18:00:00'): 1010.8,\n",
-       "  Timestamp('2020-01-01 19:00:00'): 1010.5,\n",
-       "  Timestamp('2020-01-01 20:00:00'): 1010.9,\n",
-       "  Timestamp('2020-01-01 21:00:00'): 1011.8,\n",
-       "  Timestamp('2020-01-01 22:00:00'): 1012.5,\n",
-       "  Timestamp('2020-01-01 23:00:00'): 1013.2,\n",
-       "  Timestamp('2020-01-02 00:00:00'): 1013.7},\n",
-       " 'ATMP': {Timestamp('2020-01-01 00:00:00'): 9.5,\n",
-       "  Timestamp('2020-01-01 01:00:00'): 9.3,\n",
-       "  Timestamp('2020-01-01 02:00:00'): 8.7,\n",
-       "  Timestamp('2020-01-01 03:00:00'): 7.8,\n",
-       "  Timestamp('2020-01-01 04:00:00'): 7.1,\n",
-       "  Timestamp('2020-01-01 05:00:00'): 7.0,\n",
-       "  Timestamp('2020-01-01 06:00:00'): 6.5,\n",
-       "  Timestamp('2020-01-01 07:00:00'): 6.2,\n",
-       "  Timestamp('2020-01-01 08:00:00'): 5.9,\n",
-       "  Timestamp('2020-01-01 09:00:00'): 5.9,\n",
-       "  Timestamp('2020-01-01 10:00:00'): 5.7,\n",
-       "  Timestamp('2020-01-01 11:00:00'): 5.9,\n",
-       "  Timestamp('2020-01-01 12:00:00'): 5.8,\n",
-       "  Timestamp('2020-01-01 13:00:00'): 5.7,\n",
-       "  Timestamp('2020-01-01 14:00:00'): 5.7,\n",
-       "  Timestamp('2020-01-01 15:00:00'): 6.1,\n",
-       "  Timestamp('2020-01-01 16:00:00'): 6.5,\n",
-       "  Timestamp('2020-01-01 17:00:00'): 6.8,\n",
-       "  Timestamp('2020-01-01 18:00:00'): 7.2,\n",
-       "  Timestamp('2020-01-01 19:00:00'): 7.6,\n",
-       "  Timestamp('2020-01-01 20:00:00'): 8.1,\n",
-       "  Timestamp('2020-01-01 21:00:00'): 8.7,\n",
-       "  Timestamp('2020-01-01 22:00:00'): 8.6,\n",
-       "  Timestamp('2020-01-01 23:00:00'): 8.1,\n",
-       "  Timestamp('2020-01-02 00:00:00'): 7.7},\n",
-       " 'WTMP': {Timestamp('2020-01-01 00:00:00'): 6.6,\n",
-       "  Timestamp('2020-01-01 01:00:00'): 6.6,\n",
-       "  Timestamp('2020-01-01 02:00:00'): 6.5,\n",
-       "  Timestamp('2020-01-01 03:00:00'): 6.5,\n",
-       "  Timestamp('2020-01-01 04:00:00'): 6.5,\n",
-       "  Timestamp('2020-01-01 05:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 06:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 07:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 08:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 09:00:00'): 6.3,\n",
-       "  Timestamp('2020-01-01 10:00:00'): 6.2,\n",
-       "  Timestamp('2020-01-01 11:00:00'): 6.2,\n",
-       "  Timestamp('2020-01-01 12:00:00'): 6.1,\n",
-       "  Timestamp('2020-01-01 13:00:00'): 6.1,\n",
-       "  Timestamp('2020-01-01 14:00:00'): 6.3,\n",
-       "  Timestamp('2020-01-01 15:00:00'): 6.3,\n",
-       "  Timestamp('2020-01-01 16:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 17:00:00'): 6.5,\n",
-       "  Timestamp('2020-01-01 18:00:00'): 6.3,\n",
-       "  Timestamp('2020-01-01 19:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 20:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 21:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 22:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-01 23:00:00'): 6.4,\n",
-       "  Timestamp('2020-01-02 00:00:00'): 6.4},\n",
-       " 'DEWP': {Timestamp('2020-01-01 00:00:00'): -0.3,\n",
-       "  Timestamp('2020-01-01 01:00:00'): -0.6,\n",
-       "  Timestamp('2020-01-01 02:00:00'): -1.4,\n",
-       "  Timestamp('2020-01-01 03:00:00'): -2.3,\n",
-       "  Timestamp('2020-01-01 04:00:00'): -2.5,\n",
-       "  Timestamp('2020-01-01 05:00:00'): -2.8,\n",
-       "  Timestamp('2020-01-01 06:00:00'): -2.2,\n",
-       "  Timestamp('2020-01-01 07:00:00'): -3.0,\n",
-       "  Timestamp('2020-01-01 08:00:00'): -2.5,\n",
-       "  Timestamp('2020-01-01 09:00:00'): -3.3,\n",
-       "  Timestamp('2020-01-01 10:00:00'): -3.7,\n",
-       "  Timestamp('2020-01-01 11:00:00'): -4.1,\n",
-       "  Timestamp('2020-01-01 12:00:00'): -4.1,\n",
-       "  Timestamp('2020-01-01 13:00:00'): -4.3,\n",
-       "  Timestamp('2020-01-01 14:00:00'): -4.9,\n",
-       "  Timestamp('2020-01-01 15:00:00'): -6.0,\n",
-       "  Timestamp('2020-01-01 16:00:00'): -5.1,\n",
-       "  Timestamp('2020-01-01 17:00:00'): -6.3,\n",
-       "  Timestamp('2020-01-01 18:00:00'): -5.6,\n",
-       "  Timestamp('2020-01-01 19:00:00'): -6.4,\n",
-       "  Timestamp('2020-01-01 20:00:00'): -5.4,\n",
-       "  Timestamp('2020-01-01 21:00:00'): -4.6,\n",
-       "  Timestamp('2020-01-01 22:00:00'): -5.5,\n",
-       "  Timestamp('2020-01-01 23:00:00'): -7.0,\n",
-       "  Timestamp('2020-01-02 00:00:00'): -8.0},\n",
-       " 'VIS': {Timestamp('2020-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 02:00:00'): nan,\n",
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-       "  Timestamp('2020-01-01 05:00:00'): nan,\n",
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-       "  Timestamp('2020-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 09:00:00'): nan,\n",
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-       "  Timestamp('2020-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2020-01-02 00:00:00'): nan},\n",
-       " 'TIDE': {Timestamp('2020-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2020-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2020-01-02 00:00:00'): nan}}"
+       "{'stdmet': [{'WDIR': {Timestamp('2020-01-01 00:00:00'): 188.0,\n",
+       "    Timestamp('2020-01-01 01:00:00'): 273.0,\n",
+       "    Timestamp('2020-01-01 02:00:00'): 286.0,\n",
+       "    Timestamp('2020-01-01 03:00:00'): 278.0,\n",
+       "    Timestamp('2020-01-01 04:00:00'): 293.0,\n",
+       "    Timestamp('2020-01-01 05:00:00'): 297.0,\n",
+       "    Timestamp('2020-01-01 06:00:00'): 296.0,\n",
+       "    Timestamp('2020-01-01 07:00:00'): 287.0,\n",
+       "    Timestamp('2020-01-01 08:00:00'): 287.0,\n",
+       "    Timestamp('2020-01-01 09:00:00'): 282.0,\n",
+       "    Timestamp('2020-01-01 10:00:00'): 286.0,\n",
+       "    Timestamp('2020-01-01 11:00:00'): 276.0,\n",
+       "    Timestamp('2020-01-01 12:00:00'): 271.0,\n",
+       "    Timestamp('2020-01-01 13:00:00'): 275.0,\n",
+       "    Timestamp('2020-01-01 14:00:00'): 266.0,\n",
+       "    Timestamp('2020-01-01 15:00:00'): 269.0,\n",
+       "    Timestamp('2020-01-01 16:00:00'): 270.0,\n",
+       "    Timestamp('2020-01-01 17:00:00'): 260.0,\n",
+       "    Timestamp('2020-01-01 18:00:00'): 252.0,\n",
+       "    Timestamp('2020-01-01 19:00:00'): 257.0,\n",
+       "    Timestamp('2020-01-01 20:00:00'): 271.0,\n",
+       "    Timestamp('2020-01-01 21:00:00'): 269.0,\n",
+       "    Timestamp('2020-01-01 22:00:00'): 281.0,\n",
+       "    Timestamp('2020-01-01 23:00:00'): 298.0,\n",
+       "    Timestamp('2020-01-02 00:00:00'): 285.0},\n",
+       "   'WSPD': {Timestamp('2020-01-01 00:00:00'): 6.1,\n",
+       "    Timestamp('2020-01-01 01:00:00'): 6.0,\n",
+       "    Timestamp('2020-01-01 02:00:00'): 4.7,\n",
+       "    Timestamp('2020-01-01 03:00:00'): 5.1,\n",
+       "    Timestamp('2020-01-01 04:00:00'): 6.4,\n",
+       "    Timestamp('2020-01-01 05:00:00'): 10.0,\n",
+       "    Timestamp('2020-01-01 06:00:00'): 7.4,\n",
+       "    Timestamp('2020-01-01 07:00:00'): 6.3,\n",
+       "    Timestamp('2020-01-01 08:00:00'): 4.4,\n",
+       "    Timestamp('2020-01-01 09:00:00'): 7.5,\n",
+       "    Timestamp('2020-01-01 10:00:00'): 6.1,\n",
+       "    Timestamp('2020-01-01 11:00:00'): 7.1,\n",
+       "    Timestamp('2020-01-01 12:00:00'): 6.0,\n",
+       "    Timestamp('2020-01-01 13:00:00'): 5.0,\n",
+       "    Timestamp('2020-01-01 14:00:00'): 5.7,\n",
+       "    Timestamp('2020-01-01 15:00:00'): 8.2,\n",
+       "    Timestamp('2020-01-01 16:00:00'): 7.1,\n",
+       "    Timestamp('2020-01-01 17:00:00'): 8.1,\n",
+       "    Timestamp('2020-01-01 18:00:00'): 7.2,\n",
+       "    Timestamp('2020-01-01 19:00:00'): 7.1,\n",
+       "    Timestamp('2020-01-01 20:00:00'): 6.1,\n",
+       "    Timestamp('2020-01-01 21:00:00'): 4.7,\n",
+       "    Timestamp('2020-01-01 22:00:00'): 4.2,\n",
+       "    Timestamp('2020-01-01 23:00:00'): 2.4,\n",
+       "    Timestamp('2020-01-02 00:00:00'): 2.4},\n",
+       "   'GST': {Timestamp('2020-01-01 00:00:00'): 6.2,\n",
+       "    Timestamp('2020-01-01 01:00:00'): 6.9,\n",
+       "    Timestamp('2020-01-01 02:00:00'): 5.6,\n",
+       "    Timestamp('2020-01-01 03:00:00'): 6.1,\n",
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+       "    Timestamp('2020-01-01 07:00:00'): 7.2,\n",
+       "    Timestamp('2020-01-01 08:00:00'): 5.7,\n",
+       "    Timestamp('2020-01-01 09:00:00'): 9.1,\n",
+       "    Timestamp('2020-01-01 10:00:00'): 7.2,\n",
+       "    Timestamp('2020-01-01 11:00:00'): 8.2,\n",
+       "    Timestamp('2020-01-01 12:00:00'): 7.1,\n",
+       "    Timestamp('2020-01-01 13:00:00'): 5.8,\n",
+       "    Timestamp('2020-01-01 14:00:00'): 6.2,\n",
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+       "    Timestamp('2020-01-01 17:00:00'): 8.5,\n",
+       "    Timestamp('2020-01-01 18:00:00'): 8.2,\n",
+       "    Timestamp('2020-01-01 19:00:00'): 7.9,\n",
+       "    Timestamp('2020-01-01 20:00:00'): 6.8,\n",
+       "    Timestamp('2020-01-01 21:00:00'): 5.2,\n",
+       "    Timestamp('2020-01-01 22:00:00'): 4.8,\n",
+       "    Timestamp('2020-01-01 23:00:00'): 2.5,\n",
+       "    Timestamp('2020-01-02 00:00:00'): 2.6},\n",
+       "   'WVHT': {Timestamp('2020-01-01 00:00:00'): nan,\n",
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+       "    Timestamp('2020-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2020-01-02 00:00:00'): nan},\n",
+       "   'DPD': {Timestamp('2020-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 02:00:00'): nan,\n",
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+       "    Timestamp('2020-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2020-01-02 00:00:00'): nan},\n",
+       "   'APD': {Timestamp('2020-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 01:00:00'): nan,\n",
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+       "    Timestamp('2020-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2020-01-02 00:00:00'): nan},\n",
+       "   'MWD': {Timestamp('2020-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 02:00:00'): nan,\n",
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+       "    Timestamp('2020-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2020-01-02 00:00:00'): nan},\n",
+       "   'PRES': {Timestamp('2020-01-01 00:00:00'): 1006.1,\n",
+       "    Timestamp('2020-01-01 01:00:00'): 1006.8,\n",
+       "    Timestamp('2020-01-01 02:00:00'): 1007.3,\n",
+       "    Timestamp('2020-01-01 03:00:00'): 1007.8,\n",
+       "    Timestamp('2020-01-01 04:00:00'): 1007.7,\n",
+       "    Timestamp('2020-01-01 05:00:00'): 1007.6,\n",
+       "    Timestamp('2020-01-01 06:00:00'): 1008.1,\n",
+       "    Timestamp('2020-01-01 07:00:00'): 1008.7,\n",
+       "    Timestamp('2020-01-01 08:00:00'): 1009.3,\n",
+       "    Timestamp('2020-01-01 09:00:00'): 1009.2,\n",
+       "    Timestamp('2020-01-01 10:00:00'): 1009.4,\n",
+       "    Timestamp('2020-01-01 11:00:00'): 1009.8,\n",
+       "    Timestamp('2020-01-01 12:00:00'): 1010.1,\n",
+       "    Timestamp('2020-01-01 13:00:00'): 1010.6,\n",
+       "    Timestamp('2020-01-01 14:00:00'): 1011.6,\n",
+       "    Timestamp('2020-01-01 15:00:00'): 1012.1,\n",
+       "    Timestamp('2020-01-01 16:00:00'): 1012.1,\n",
+       "    Timestamp('2020-01-01 17:00:00'): 1011.3,\n",
+       "    Timestamp('2020-01-01 18:00:00'): 1010.8,\n",
+       "    Timestamp('2020-01-01 19:00:00'): 1010.5,\n",
+       "    Timestamp('2020-01-01 20:00:00'): 1010.9,\n",
+       "    Timestamp('2020-01-01 21:00:00'): 1011.8,\n",
+       "    Timestamp('2020-01-01 22:00:00'): 1012.5,\n",
+       "    Timestamp('2020-01-01 23:00:00'): 1013.2,\n",
+       "    Timestamp('2020-01-02 00:00:00'): 1013.7},\n",
+       "   'ATMP': {Timestamp('2020-01-01 00:00:00'): 9.5,\n",
+       "    Timestamp('2020-01-01 01:00:00'): 9.3,\n",
+       "    Timestamp('2020-01-01 02:00:00'): 8.7,\n",
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+       "    Timestamp('2020-01-01 07:00:00'): 6.2,\n",
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+       "    Timestamp('2020-01-01 23:00:00'): 8.1,\n",
+       "    Timestamp('2020-01-02 00:00:00'): 7.7},\n",
+       "   'WTMP': {Timestamp('2020-01-01 00:00:00'): 6.6,\n",
+       "    Timestamp('2020-01-01 01:00:00'): 6.6,\n",
+       "    Timestamp('2020-01-01 02:00:00'): 6.5,\n",
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+       "    Timestamp('2020-01-01 18:00:00'): 6.3,\n",
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+       "    Timestamp('2020-01-01 23:00:00'): 6.4,\n",
+       "    Timestamp('2020-01-02 00:00:00'): 6.4},\n",
+       "   'DEWP': {Timestamp('2020-01-01 00:00:00'): -0.3,\n",
+       "    Timestamp('2020-01-01 01:00:00'): -0.6,\n",
+       "    Timestamp('2020-01-01 02:00:00'): -1.4,\n",
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+       "    Timestamp('2020-01-01 11:00:00'): -4.1,\n",
+       "    Timestamp('2020-01-01 12:00:00'): -4.1,\n",
+       "    Timestamp('2020-01-01 13:00:00'): -4.3,\n",
+       "    Timestamp('2020-01-01 14:00:00'): -4.9,\n",
+       "    Timestamp('2020-01-01 15:00:00'): -6.0,\n",
+       "    Timestamp('2020-01-01 16:00:00'): -5.1,\n",
+       "    Timestamp('2020-01-01 17:00:00'): -6.3,\n",
+       "    Timestamp('2020-01-01 18:00:00'): -5.6,\n",
+       "    Timestamp('2020-01-01 19:00:00'): -6.4,\n",
+       "    Timestamp('2020-01-01 20:00:00'): -5.4,\n",
+       "    Timestamp('2020-01-01 21:00:00'): -4.6,\n",
+       "    Timestamp('2020-01-01 22:00:00'): -5.5,\n",
+       "    Timestamp('2020-01-01 23:00:00'): -7.0,\n",
+       "    Timestamp('2020-01-02 00:00:00'): -8.0},\n",
+       "   'VIS': {Timestamp('2020-01-01 00:00:00'): nan,\n",
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+       "    Timestamp('2020-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2020-01-02 00:00:00'): nan},\n",
+       "   'TIDE': {Timestamp('2020-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2020-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2020-01-02 00:00:00'): nan}}]}"
       ]
      },
      "execution_count": 20,
@@ -2117,88 +2117,87 @@
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>station_id</th>\n",
+       "      <th>timestamp</th>\n",
+       "      <th>2023-01-01 00:00:00</th>\n",
+       "      <th>2023-01-01 01:00:00</th>\n",
+       "      <th>2023-01-01 02:00:00</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
        "      <th>WDIR</th>\n",
+       "      <td>141.0</td>\n",
+       "      <td>182.0</td>\n",
+       "      <td>172.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>WSPD</th>\n",
-       "      <th>GST</th>\n",
-       "      <th>WVHT</th>\n",
-       "      <th>DPD</th>\n",
-       "      <th>APD</th>\n",
-       "      <th>MWD</th>\n",
-       "      <th>PRES</th>\n",
-       "      <th>ATMP</th>\n",
-       "      <th>WTMP</th>\n",
-       "      <th>DEWP</th>\n",
-       "      <th>VIS</th>\n",
-       "      <th>TIDE</th>\n",
+       "      <td>6.9</td>\n",
+       "      <td>5.5</td>\n",
+       "      <td>6.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>timestamp</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
+       "      <th>GST</th>\n",
+       "      <td>7.2</td>\n",
+       "      <td>5.7</td>\n",
+       "      <td>6.7</td>\n",
        "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
        "    <tr>\n",
-       "      <th>2023-01-01 00:00:00</th>\n",
-       "      <td>apam2</td>\n",
-       "      <td>124.0</td>\n",
-       "      <td>1.6</td>\n",
-       "      <td>3.5</td>\n",
-       "      <td>NaN</td>\n",
+       "      <th>WVHT</th>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1010.4</td>\n",
-       "      <td>9.7</td>\n",
-       "      <td>6.9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>DPD</th>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2023-01-01 00:06:00</th>\n",
-       "      <td>apam2</td>\n",
-       "      <td>120.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>2.6</td>\n",
+       "      <th>APD</th>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>MWD</th>\n",
        "      <td>NaN</td>\n",
-       "      <td>1010.7</td>\n",
-       "      <td>9.4</td>\n",
-       "      <td>6.9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>PRES</th>\n",
+       "      <td>1011.3</td>\n",
+       "      <td>1011.5</td>\n",
+       "      <td>1011.8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>ATMP</th>\n",
+       "      <td>10.5</td>\n",
+       "      <td>10.1</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>WTMP</th>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2023-01-01 00:12:00</th>\n",
-       "      <td>apam2</td>\n",
-       "      <td>140.0</td>\n",
-       "      <td>1.6</td>\n",
-       "      <td>2.8</td>\n",
+       "      <th>DEWP</th>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>VIS</th>\n",
        "      <td>NaN</td>\n",
-       "      <td>1010.7</td>\n",
-       "      <td>9.6</td>\n",
-       "      <td>6.9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>TIDE</th>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
@@ -2208,17 +2207,20 @@
        "</div>"
       ],
       "text/plain": [
-       "                    station_id   WDIR  WSPD  GST  WVHT  DPD  APD  MWD    PRES  \\\n",
-       "timestamp                                                                       \n",
-       "2023-01-01 00:00:00      apam2  124.0   1.6  3.5   NaN  NaN  NaN  NaN  1010.4   \n",
-       "2023-01-01 00:06:00      apam2  120.0   2.0  2.6   NaN  NaN  NaN  NaN  1010.7   \n",
-       "2023-01-01 00:12:00      apam2  140.0   1.6  2.8   NaN  NaN  NaN  NaN  1010.7   \n",
-       "\n",
-       "                     ATMP  WTMP  DEWP  VIS  TIDE  \n",
-       "timestamp                                         \n",
-       "2023-01-01 00:00:00   9.7   6.9   NaN  NaN   NaN  \n",
-       "2023-01-01 00:06:00   9.4   6.9   NaN  NaN   NaN  \n",
-       "2023-01-01 00:12:00   9.6   6.9   NaN  NaN   NaN  "
+       "timestamp  2023-01-01 00:00:00  2023-01-01 01:00:00  2023-01-01 02:00:00\n",
+       "WDIR                     141.0                182.0                172.0\n",
+       "WSPD                       6.9                  5.5                  6.5\n",
+       "GST                        7.2                  5.7                  6.7\n",
+       "WVHT                       NaN                  NaN                  NaN\n",
+       "DPD                        NaN                  NaN                  NaN\n",
+       "APD                        NaN                  NaN                  NaN\n",
+       "MWD                        NaN                  NaN                  NaN\n",
+       "PRES                    1011.3               1011.5               1011.8\n",
+       "ATMP                      10.5                 10.1                  8.5\n",
+       "WTMP                       NaN                  NaN                  NaN\n",
+       "DEWP                       NaN                  NaN                  NaN\n",
+       "VIS                        NaN                  NaN                  NaN\n",
+       "TIDE                       NaN                  NaN                  NaN"
       ]
      },
      "execution_count": 22,
@@ -2227,7 +2229,7 @@
     }
    ],
    "source": [
-    "df_annapolis_met.loc[df_annapolis_met.station_id == 'apam2'].head(3)"
+    "df_annapolis_met.xs('tplm2', level='station_id').head(3).T"
    ]
   },
   {
@@ -2240,25 +2242,24 @@
      "output_type": "stream",
      "text": [
       "<class 'pandas.core.frame.DataFrame'>\n",
-      "DatetimeIndex: 262327 entries, 2023-01-01 00:00:00 to 2024-01-01 00:00:00\n",
-      "Data columns (total 14 columns):\n",
-      " #   Column      Non-Null Count   Dtype  \n",
-      "---  ------      --------------   -----  \n",
-      " 0   station_id  262327 non-null  object \n",
-      " 1   WDIR        174972 non-null  float64\n",
-      " 2   WSPD        175498 non-null  float64\n",
-      " 3   GST         175434 non-null  float64\n",
-      " 4   WVHT        60238 non-null   float64\n",
-      " 5   DPD         60238 non-null   float64\n",
-      " 6   APD         0 non-null       float64\n",
-      " 7   MWD         0 non-null       float64\n",
-      " 8   PRES        113842 non-null  float64\n",
-      " 9   ATMP        257523 non-null  float64\n",
-      " 10  WTMP        166710 non-null  float64\n",
-      " 11  DEWP        82673 non-null   float64\n",
-      " 12  VIS         34757 non-null   float64\n",
-      " 13  TIDE        0 non-null       float64\n",
-      "dtypes: float64(13), object(1)\n",
+      "MultiIndex: 262327 entries, (Timestamp('2023-01-01 00:00:00'), 'tplm2') to (Timestamp('2024-01-01 00:00:00'), 'apam2')\n",
+      "Data columns (total 13 columns):\n",
+      " #   Column  Non-Null Count   Dtype  \n",
+      "---  ------  --------------   -----  \n",
+      " 0   WDIR    174972 non-null  float64\n",
+      " 1   WSPD    175498 non-null  float64\n",
+      " 2   GST     175434 non-null  float64\n",
+      " 3   WVHT    60238 non-null   float64\n",
+      " 4   DPD     60238 non-null   float64\n",
+      " 5   APD     0 non-null       float64\n",
+      " 6   MWD     0 non-null       float64\n",
+      " 7   PRES    113842 non-null  float64\n",
+      " 8   ATMP    257523 non-null  float64\n",
+      " 9   WTMP    166710 non-null  float64\n",
+      " 10  DEWP    82673 non-null   float64\n",
+      " 11  VIS     34757 non-null   float64\n",
+      " 12  TIDE    0 non-null       float64\n",
+      "dtypes: float64(13)\n",
       "memory usage: 30.0+ MB\n"
      ]
     }
@@ -2282,28034 +2283,31037 @@
     {
      "data": {
       "text/plain": [
-       "{'tplm2_WDIR': {Timestamp('2023-01-01 00:00:00'): 134.0,\n",
-       "  Timestamp('2023-01-01 00:10:00'): 146.0,\n",
-       "  Timestamp('2023-01-01 00:20:00'): 147.0,\n",
-       "  Timestamp('2023-01-01 00:30:00'): 174.0,\n",
-       "  Timestamp('2023-01-01 00:40:00'): 201.0,\n",
-       "  Timestamp('2023-01-01 00:50:00'): 190.0,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 187.0,\n",
-       "  Timestamp('2023-01-01 01:10:00'): 176.0,\n",
-       "  Timestamp('2023-01-01 01:20:00'): 160.0,\n",
-       "  Timestamp('2023-01-01 01:30:00'): 150.0,\n",
-       "  Timestamp('2023-01-01 01:40:00'): 150.0,\n",
-       "  Timestamp('2023-01-01 01:50:00'): 166.0,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 173.0,\n",
-       "  Timestamp('2023-01-01 02:10:00'): 178.0,\n",
-       "  Timestamp('2023-01-01 02:20:00'): 173.0,\n",
-       "  Timestamp('2023-01-01 02:30:00'): 164.0,\n",
-       "  Timestamp('2023-01-01 02:40:00'): 147.0,\n",
-       "  Timestamp('2023-01-01 02:50:00'): 44.0,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 77.0,\n",
-       "  Timestamp('2023-01-01 03:10:00'): 151.0,\n",
-       "  Timestamp('2023-01-01 03:20:00'): 159.0,\n",
-       "  Timestamp('2023-01-01 03:30:00'): 220.0,\n",
-       "  Timestamp('2023-01-01 03:40:00'): 203.0,\n",
-       "  Timestamp('2023-01-01 03:50:00'): 210.0,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 219.0,\n",
-       "  Timestamp('2023-01-01 04:10:00'): 214.0,\n",
-       "  Timestamp('2023-01-01 04:20:00'): 211.0,\n",
-       "  Timestamp('2023-01-01 04:30:00'): 214.0,\n",
-       "  Timestamp('2023-01-01 04:40:00'): 215.0,\n",
-       "  Timestamp('2023-01-01 04:50:00'): 223.0,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 234.0,\n",
-       "  Timestamp('2023-01-01 05:10:00'): 242.0,\n",
-       "  Timestamp('2023-01-01 05:20:00'): 246.0,\n",
-       "  Timestamp('2023-01-01 05:30:00'): 240.0,\n",
-       "  Timestamp('2023-01-01 05:40:00'): 239.0,\n",
-       "  Timestamp('2023-01-01 05:50:00'): 243.0,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 241.0,\n",
-       "  Timestamp('2023-01-01 06:10:00'): 235.0,\n",
-       "  Timestamp('2023-01-01 06:20:00'): 229.0,\n",
-       "  Timestamp('2023-01-01 06:30:00'): 233.0,\n",
-       "  Timestamp('2023-01-01 06:40:00'): 238.0,\n",
-       "  Timestamp('2023-01-01 06:50:00'): 239.0,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 235.0,\n",
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-       "  Timestamp('2023-01-01 19:30:00'): 77.0,\n",
-       "  Timestamp('2023-01-01 19:40:00'): nan,\n",
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-       "  Timestamp('2023-01-01 21:50:00'): 174.0,\n",
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-       "  Timestamp('2023-01-01 23:00:00'): 168.0,\n",
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-       "  Timestamp('2023-01-06 09:50:00'): 316.0,\n",
-       "  Timestamp('2023-01-06 10:00:00'): 313.0,\n",
-       "  Timestamp('2023-01-06 10:10:00'): 319.0,\n",
-       "  Timestamp('2023-01-06 10:20:00'): 314.0,\n",
-       "  Timestamp('2023-01-06 10:30:00'): 318.0,\n",
-       "  Timestamp('2023-01-06 10:40:00'): 289.0,\n",
-       "  Timestamp('2023-01-06 10:50:00'): 275.0,\n",
-       "  Timestamp('2023-01-06 11:00:00'): 263.0,\n",
-       "  Timestamp('2023-01-06 11:10:00'): 268.0,\n",
-       "  Timestamp('2023-01-06 11:20:00'): 281.0,\n",
-       "  Timestamp('2023-01-06 11:30:00'): 266.0,\n",
-       "  Timestamp('2023-01-06 11:40:00'): 266.0,\n",
-       "  Timestamp('2023-01-06 11:50:00'): 264.0,\n",
-       "  Timestamp('2023-01-06 12:00:00'): 266.0,\n",
-       "  Timestamp('2023-01-06 12:10:00'): 272.0,\n",
-       "  Timestamp('2023-01-06 12:20:00'): 272.0,\n",
-       "  Timestamp('2023-01-06 12:30:00'): 271.0,\n",
-       "  Timestamp('2023-01-06 12:40:00'): 277.0,\n",
-       "  Timestamp('2023-01-06 12:50:00'): 282.0,\n",
-       "  Timestamp('2023-01-06 13:00:00'): 274.0,\n",
-       "  Timestamp('2023-01-06 13:10:00'): 278.0,\n",
-       "  Timestamp('2023-01-06 13:20:00'): 288.0,\n",
-       "  Timestamp('2023-01-06 13:30:00'): 289.0,\n",
-       "  Timestamp('2023-01-06 13:40:00'): 283.0,\n",
-       "  Timestamp('2023-01-06 13:50:00'): 276.0,\n",
-       "  Timestamp('2023-01-06 14:00:00'): 276.0,\n",
-       "  Timestamp('2023-01-06 14:10:00'): 274.0,\n",
-       "  Timestamp('2023-01-06 14:20:00'): 273.0,\n",
-       "  Timestamp('2023-01-06 14:30:00'): 271.0,\n",
-       "  Timestamp('2023-01-06 14:40:00'): 275.0,\n",
-       "  Timestamp('2023-01-06 14:50:00'): 273.0,\n",
-       "  Timestamp('2023-01-06 15:00:00'): 270.0,\n",
-       "  Timestamp('2023-01-06 15:10:00'): 272.0,\n",
-       "  Timestamp('2023-01-06 15:20:00'): 273.0,\n",
-       "  Timestamp('2023-01-06 15:30:00'): 270.0,\n",
-       "  Timestamp('2023-01-06 15:40:00'): 269.0,\n",
-       "  Timestamp('2023-01-06 15:50:00'): 271.0,\n",
-       "  Timestamp('2023-01-06 16:00:00'): 275.0,\n",
-       "  Timestamp('2023-01-06 16:10:00'): 274.0,\n",
-       "  Timestamp('2023-01-06 16:20:00'): 275.0,\n",
-       "  Timestamp('2023-01-06 16:30:00'): 279.0,\n",
-       "  Timestamp('2023-01-06 16:40:00'): 276.0,\n",
-       "  Timestamp('2023-01-06 16:50:00'): 280.0,\n",
-       "  Timestamp('2023-01-06 17:00:00'): 279.0,\n",
-       "  Timestamp('2023-01-06 17:10:00'): 275.0,\n",
-       "  Timestamp('2023-01-06 17:20:00'): 274.0,\n",
-       "  Timestamp('2023-01-06 17:30:00'): 276.0,\n",
-       "  Timestamp('2023-01-06 17:40:00'): 273.0,\n",
-       "  Timestamp('2023-01-06 17:50:00'): 272.0,\n",
-       "  Timestamp('2023-01-06 18:00:00'): 279.0,\n",
-       "  Timestamp('2023-01-06 18:10:00'): 277.0,\n",
-       "  Timestamp('2023-01-06 18:20:00'): 272.0,\n",
-       "  Timestamp('2023-01-06 18:30:00'): 274.0,\n",
-       "  Timestamp('2023-01-06 18:40:00'): 277.0,\n",
-       "  Timestamp('2023-01-06 18:50:00'): 285.0,\n",
-       "  Timestamp('2023-01-06 19:00:00'): 276.0,\n",
-       "  Timestamp('2023-01-06 19:10:00'): 277.0,\n",
-       "  Timestamp('2023-01-06 19:20:00'): 288.0,\n",
-       "  Timestamp('2023-01-06 19:30:00'): 282.0,\n",
-       "  Timestamp('2023-01-06 19:40:00'): 279.0,\n",
-       "  Timestamp('2023-01-06 19:50:00'): 283.0,\n",
-       "  Timestamp('2023-01-06 20:00:00'): 294.0,\n",
-       "  Timestamp('2023-01-06 20:10:00'): 286.0,\n",
-       "  Timestamp('2023-01-06 20:20:00'): 279.0,\n",
-       "  Timestamp('2023-01-06 20:30:00'): 282.0,\n",
-       "  Timestamp('2023-01-06 20:40:00'): 289.0,\n",
-       "  Timestamp('2023-01-06 20:50:00'): 280.0,\n",
-       "  Timestamp('2023-01-06 21:00:00'): 284.0,\n",
-       "  Timestamp('2023-01-06 21:10:00'): 294.0,\n",
-       "  Timestamp('2023-01-06 21:20:00'): 285.0,\n",
-       "  Timestamp('2023-01-06 21:30:00'): 288.0,\n",
-       "  Timestamp('2023-01-06 21:40:00'): 286.0,\n",
-       "  Timestamp('2023-01-06 21:50:00'): 291.0,\n",
-       "  Timestamp('2023-01-06 22:00:00'): 284.0,\n",
-       "  Timestamp('2023-01-06 22:10:00'): 273.0,\n",
-       "  Timestamp('2023-01-06 22:20:00'): 260.0,\n",
-       "  Timestamp('2023-01-06 22:30:00'): 261.0,\n",
-       "  Timestamp('2023-01-06 22:40:00'): 265.0,\n",
-       "  Timestamp('2023-01-06 22:50:00'): 262.0,\n",
-       "  Timestamp('2023-01-06 23:00:00'): 271.0,\n",
-       "  Timestamp('2023-01-06 23:10:00'): 276.0,\n",
-       "  Timestamp('2023-01-06 23:20:00'): 274.0,\n",
-       "  Timestamp('2023-01-06 23:30:00'): 275.0,\n",
-       "  Timestamp('2023-01-06 23:40:00'): 272.0,\n",
-       "  Timestamp('2023-01-06 23:50:00'): 273.0,\n",
-       "  Timestamp('2023-01-07 00:00:00'): 273.0,\n",
-       "  Timestamp('2023-01-07 00:10:00'): 271.0,\n",
-       "  Timestamp('2023-01-07 00:20:00'): 268.0,\n",
-       "  Timestamp('2023-01-07 00:30:00'): 270.0,\n",
-       "  Timestamp('2023-01-07 00:40:00'): 272.0,\n",
-       "  Timestamp('2023-01-07 00:50:00'): 273.0,\n",
-       "  Timestamp('2023-01-07 01:00:00'): 272.0,\n",
-       "  Timestamp('2023-01-07 01:10:00'): 268.0,\n",
-       "  Timestamp('2023-01-07 01:20:00'): 269.0,\n",
-       "  Timestamp('2023-01-07 01:30:00'): 272.0,\n",
-       "  Timestamp('2023-01-07 01:40:00'): 274.0,\n",
-       "  Timestamp('2023-01-07 01:50:00'): 275.0,\n",
-       "  Timestamp('2023-01-07 02:00:00'): 271.0,\n",
-       "  Timestamp('2023-01-07 02:10:00'): 268.0,\n",
-       "  Timestamp('2023-01-07 02:20:00'): 280.0,\n",
-       "  Timestamp('2023-01-07 02:30:00'): 282.0,\n",
-       "  Timestamp('2023-01-07 02:40:00'): 286.0,\n",
-       "  Timestamp('2023-01-07 02:50:00'): 284.0,\n",
-       "  Timestamp('2023-01-07 03:00:00'): 286.0,\n",
-       "  Timestamp('2023-01-07 03:10:00'): 282.0,\n",
-       "  Timestamp('2023-01-07 03:20:00'): 279.0,\n",
-       "  Timestamp('2023-01-07 03:30:00'): 278.0,\n",
-       "  Timestamp('2023-01-07 03:40:00'): 275.0,\n",
-       "  Timestamp('2023-01-07 03:50:00'): 275.0,\n",
-       "  Timestamp('2023-01-07 04:00:00'): 276.0,\n",
-       "  Timestamp('2023-01-07 04:10:00'): 272.0,\n",
-       "  Timestamp('2023-01-07 04:20:00'): 275.0,\n",
-       "  Timestamp('2023-01-07 04:30:00'): 277.0,\n",
-       "  Timestamp('2023-01-07 04:40:00'): 279.0,\n",
-       "  Timestamp('2023-01-07 04:50:00'): 278.0,\n",
-       "  Timestamp('2023-01-07 05:00:00'): 283.0,\n",
-       "  Timestamp('2023-01-07 05:10:00'): 281.0,\n",
-       "  Timestamp('2023-01-07 05:20:00'): 276.0,\n",
-       "  Timestamp('2023-01-07 05:30:00'): 278.0,\n",
-       "  Timestamp('2023-01-07 05:40:00'): 276.0,\n",
-       "  Timestamp('2023-01-07 05:50:00'): 271.0,\n",
-       "  Timestamp('2023-01-07 06:00:00'): 270.0,\n",
-       "  Timestamp('2023-01-07 06:10:00'): 273.0,\n",
-       "  Timestamp('2023-01-07 06:20:00'): 277.0,\n",
-       "  Timestamp('2023-01-07 06:30:00'): 277.0,\n",
-       "  Timestamp('2023-01-07 06:40:00'): 278.0,\n",
-       "  Timestamp('2023-01-07 06:50:00'): 277.0,\n",
-       "  Timestamp('2023-01-07 07:00:00'): 276.0,\n",
-       "  Timestamp('2023-01-07 07:10:00'): 269.0,\n",
-       "  Timestamp('2023-01-07 07:20:00'): 261.0,\n",
-       "  Timestamp('2023-01-07 07:30:00'): 258.0,\n",
-       "  Timestamp('2023-01-07 07:40:00'): 260.0,\n",
-       "  Timestamp('2023-01-07 07:50:00'): 260.0,\n",
-       "  Timestamp('2023-01-07 08:00:00'): 255.0,\n",
-       "  Timestamp('2023-01-07 08:10:00'): 256.0,\n",
-       "  Timestamp('2023-01-07 08:20:00'): 251.0,\n",
-       "  Timestamp('2023-01-07 08:30:00'): 252.0,\n",
-       "  Timestamp('2023-01-07 08:40:00'): 253.0,\n",
-       "  Timestamp('2023-01-07 08:50:00'): 252.0,\n",
-       "  Timestamp('2023-01-07 09:00:00'): 248.0,\n",
-       "  Timestamp('2023-01-07 09:10:00'): 244.0,\n",
-       "  Timestamp('2023-01-07 09:20:00'): 249.0,\n",
-       "  Timestamp('2023-01-07 09:30:00'): 251.0,\n",
-       "  Timestamp('2023-01-07 09:40:00'): 248.0,\n",
-       "  Timestamp('2023-01-07 09:50:00'): 231.0,\n",
-       "  Timestamp('2023-01-07 10:00:00'): 220.0,\n",
-       "  Timestamp('2023-01-07 10:10:00'): 245.0,\n",
-       "  Timestamp('2023-01-07 10:20:00'): 252.0,\n",
-       "  Timestamp('2023-01-07 10:30:00'): 253.0,\n",
-       "  Timestamp('2023-01-07 10:40:00'): 255.0,\n",
-       "  Timestamp('2023-01-07 10:50:00'): 253.0,\n",
-       "  Timestamp('2023-01-07 11:00:00'): 259.0,\n",
-       "  Timestamp('2023-01-07 11:10:00'): 261.0,\n",
-       "  Timestamp('2023-01-07 11:20:00'): 256.0,\n",
-       "  Timestamp('2023-01-07 11:30:00'): 251.0,\n",
-       "  Timestamp('2023-01-07 11:40:00'): 256.0,\n",
-       "  Timestamp('2023-01-07 11:50:00'): 259.0,\n",
-       "  Timestamp('2023-01-07 12:00:00'): 263.0,\n",
-       "  Timestamp('2023-01-07 12:10:00'): 257.0,\n",
-       "  Timestamp('2023-01-07 12:20:00'): 252.0,\n",
-       "  Timestamp('2023-01-07 12:30:00'): 252.0,\n",
-       "  Timestamp('2023-01-07 12:40:00'): 249.0,\n",
-       "  Timestamp('2023-01-07 12:50:00'): 246.0,\n",
-       "  Timestamp('2023-01-07 13:00:00'): 242.0,\n",
-       "  Timestamp('2023-01-07 13:10:00'): 232.0,\n",
-       "  Timestamp('2023-01-07 13:20:00'): 231.0,\n",
-       "  Timestamp('2023-01-07 13:30:00'): 228.0,\n",
-       "  Timestamp('2023-01-07 13:40:00'): 232.0,\n",
-       "  Timestamp('2023-01-07 13:50:00'): 234.0,\n",
-       "  Timestamp('2023-01-07 14:00:00'): 239.0,\n",
-       "  Timestamp('2023-01-07 14:10:00'): 250.0,\n",
-       "  Timestamp('2023-01-07 14:20:00'): 255.0,\n",
-       "  Timestamp('2023-01-07 14:30:00'): 258.0,\n",
-       "  Timestamp('2023-01-07 14:40:00'): 260.0,\n",
-       "  Timestamp('2023-01-07 14:50:00'): 261.0,\n",
-       "  Timestamp('2023-01-07 15:00:00'): 261.0,\n",
-       "  Timestamp('2023-01-07 15:10:00'): 265.0,\n",
-       "  Timestamp('2023-01-07 15:20:00'): 277.0,\n",
-       "  Timestamp('2023-01-07 15:30:00'): 271.0,\n",
-       "  Timestamp('2023-01-07 15:40:00'): 57.0,\n",
-       "  Timestamp('2023-01-07 15:50:00'): 160.0,\n",
-       "  Timestamp('2023-01-07 16:00:00'): 201.0,\n",
-       "  Timestamp('2023-01-07 16:10:00'): 273.0,\n",
-       "  Timestamp('2023-01-07 16:20:00'): 276.0,\n",
-       "  Timestamp('2023-01-07 16:30:00'): 271.0,\n",
-       "  Timestamp('2023-01-07 16:40:00'): 271.0,\n",
-       "  Timestamp('2023-01-07 16:50:00'): 264.0,\n",
-       "  Timestamp('2023-01-07 17:00:00'): 264.0,\n",
-       "  Timestamp('2023-01-07 17:10:00'): 266.0,\n",
-       "  Timestamp('2023-01-07 17:20:00'): 285.0,\n",
-       "  Timestamp('2023-01-07 17:30:00'): 278.0,\n",
-       "  Timestamp('2023-01-07 17:40:00'): 282.0,\n",
-       "  Timestamp('2023-01-07 17:50:00'): 277.0,\n",
-       "  Timestamp('2023-01-07 18:00:00'): 282.0,\n",
-       "  Timestamp('2023-01-07 18:10:00'): 270.0,\n",
-       "  Timestamp('2023-01-07 18:20:00'): 278.0,\n",
-       "  Timestamp('2023-01-07 18:30:00'): 279.0,\n",
-       "  Timestamp('2023-01-07 18:40:00'): 275.0,\n",
-       "  Timestamp('2023-01-07 18:50:00'): 268.0,\n",
-       "  Timestamp('2023-01-07 19:00:00'): 272.0,\n",
-       "  Timestamp('2023-01-07 19:10:00'): 285.0,\n",
-       "  Timestamp('2023-01-07 19:20:00'): 273.0,\n",
-       "  Timestamp('2023-01-07 19:30:00'): 267.0,\n",
-       "  Timestamp('2023-01-07 19:40:00'): 258.0,\n",
-       "  Timestamp('2023-01-07 19:50:00'): 257.0,\n",
-       "  Timestamp('2023-01-07 20:00:00'): 253.0,\n",
-       "  Timestamp('2023-01-07 20:10:00'): 287.0,\n",
-       "  Timestamp('2023-01-07 20:20:00'): 284.0,\n",
-       "  Timestamp('2023-01-07 20:30:00'): 294.0,\n",
-       "  Timestamp('2023-01-07 20:40:00'): 284.0,\n",
-       "  Timestamp('2023-01-07 20:50:00'): 277.0,\n",
-       "  Timestamp('2023-01-07 21:00:00'): 279.0,\n",
-       "  Timestamp('2023-01-07 21:10:00'): 302.0,\n",
-       "  Timestamp('2023-01-07 21:20:00'): 315.0,\n",
-       "  Timestamp('2023-01-07 21:30:00'): 314.0,\n",
-       "  Timestamp('2023-01-07 21:40:00'): 313.0,\n",
-       "  Timestamp('2023-01-07 21:50:00'): 319.0,\n",
-       "  Timestamp('2023-01-07 22:00:00'): 315.0,\n",
-       "  Timestamp('2023-01-07 22:10:00'): 316.0,\n",
-       "  Timestamp('2023-01-07 22:20:00'): 315.0,\n",
-       "  Timestamp('2023-01-07 22:30:00'): 312.0,\n",
-       "  Timestamp('2023-01-07 22:40:00'): 304.0,\n",
-       "  Timestamp('2023-01-07 22:50:00'): 304.0,\n",
-       "  Timestamp('2023-01-07 23:00:00'): 301.0,\n",
-       "  Timestamp('2023-01-07 23:10:00'): 299.0,\n",
-       "  Timestamp('2023-01-07 23:20:00'): 293.0,\n",
-       "  Timestamp('2023-01-07 23:30:00'): 287.0,\n",
-       "  Timestamp('2023-01-07 23:40:00'): 288.0,\n",
-       "  Timestamp('2023-01-07 23:50:00'): 290.0,\n",
-       "  Timestamp('2023-01-08 00:00:00'): 299.0,\n",
-       "  Timestamp('2023-01-08 00:10:00'): 298.0,\n",
-       "  Timestamp('2023-01-08 00:20:00'): 286.0,\n",
-       "  Timestamp('2023-01-08 00:30:00'): 289.0,\n",
-       "  ...},\n",
-       " 'tplm2_WSPD': {Timestamp('2023-01-01 00:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-01 00:10:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 00:20:00'): 6.5,\n",
-       "  Timestamp('2023-01-01 00:30:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 00:40:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 00:50:00'): 5.4,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-01 01:10:00'): 5.2,\n",
-       "  Timestamp('2023-01-01 01:20:00'): 4.9,\n",
-       "  Timestamp('2023-01-01 01:30:00'): 5.5,\n",
-       "  Timestamp('2023-01-01 01:40:00'): 6.5,\n",
-       "  Timestamp('2023-01-01 01:50:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-01 02:10:00'): 5.9,\n",
-       "  Timestamp('2023-01-01 02:20:00'): 4.7,\n",
-       "  Timestamp('2023-01-01 02:30:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 02:40:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 02:50:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 03:10:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 03:20:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 03:30:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 03:40:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 03:50:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 04:10:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 04:20:00'): 4.9,\n",
-       "  Timestamp('2023-01-01 04:30:00'): 4.8,\n",
-       "  Timestamp('2023-01-01 04:40:00'): 4.9,\n",
-       "  Timestamp('2023-01-01 04:50:00'): 5.0,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-01 05:10:00'): 6.6,\n",
-       "  Timestamp('2023-01-01 05:20:00'): 5.3,\n",
-       "  Timestamp('2023-01-01 05:30:00'): 5.4,\n",
-       "  Timestamp('2023-01-01 05:40:00'): 6.5,\n",
-       "  Timestamp('2023-01-01 05:50:00'): 5.9,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-01 06:10:00'): 5.1,\n",
-       "  Timestamp('2023-01-01 06:20:00'): 5.3,\n",
-       "  Timestamp('2023-01-01 06:30:00'): 6.0,\n",
-       "  Timestamp('2023-01-01 06:40:00'): 5.8,\n",
-       "  Timestamp('2023-01-01 06:50:00'): 5.0,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-01 07:10:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 07:20:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 07:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 07:40:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 07:50:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-01 08:10:00'): 3.4,\n",
-       "  Timestamp('2023-01-01 08:20:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 08:30:00'): 4.9,\n",
-       "  Timestamp('2023-01-01 08:40:00'): 5.7,\n",
-       "  Timestamp('2023-01-01 08:50:00'): 5.6,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 09:10:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 09:20:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 09:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 09:40:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 09:50:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 10:10:00'): 3.0,\n",
-       "  Timestamp('2023-01-01 10:20:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 10:30:00'): 3.4,\n",
-       "  Timestamp('2023-01-01 10:40:00'): 3.6,\n",
-       "  Timestamp('2023-01-01 10:50:00'): 3.8,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 11:10:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 11:20:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 11:30:00'): 4.5,\n",
-       "  Timestamp('2023-01-01 11:40:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 11:50:00'): 4.3,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 12:10:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 12:20:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 12:30:00'): 3.9,\n",
-       "  Timestamp('2023-01-01 12:40:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 12:50:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 13:10:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 13:20:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 13:30:00'): 3.9,\n",
-       "  Timestamp('2023-01-01 13:40:00'): 3.9,\n",
-       "  Timestamp('2023-01-01 13:50:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-01 14:10:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 14:20:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 14:30:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 14:40:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 14:50:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 15:10:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 15:20:00'): 3.8,\n",
-       "  Timestamp('2023-01-01 15:30:00'): 5.0,\n",
-       "  Timestamp('2023-01-01 15:40:00'): 5.1,\n",
-       "  Timestamp('2023-01-01 15:50:00'): 5.4,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 5.5,\n",
-       "  Timestamp('2023-01-01 16:10:00'): 5.2,\n",
-       "  Timestamp('2023-01-01 16:20:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 16:30:00'): 5.0,\n",
-       "  Timestamp('2023-01-01 16:40:00'): 5.5,\n",
-       "  Timestamp('2023-01-01 16:50:00'): 5.2,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-01 17:10:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 17:20:00'): 4.7,\n",
-       "  Timestamp('2023-01-01 17:30:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 17:40:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 17:50:00'): 3.9,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-01 18:10:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 18:20:00'): 4.3,\n",
-       "  Timestamp('2023-01-01 18:30:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 18:40:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 18:50:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 19:10:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 19:20:00'): 2.5,\n",
-       "  Timestamp('2023-01-01 19:30:00'): 2.9,\n",
-       "  Timestamp('2023-01-01 19:40:00'): 2.4,\n",
-       "  Timestamp('2023-01-01 19:50:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 20:10:00'): 4.7,\n",
-       "  Timestamp('2023-01-01 20:20:00'): 4.7,\n",
-       "  Timestamp('2023-01-01 20:30:00'): 5.1,\n",
-       "  Timestamp('2023-01-01 20:40:00'): 4.9,\n",
-       "  Timestamp('2023-01-01 20:50:00'): 5.7,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-01 21:10:00'): 5.5,\n",
-       "  Timestamp('2023-01-01 21:20:00'): 4.5,\n",
-       "  Timestamp('2023-01-01 21:30:00'): 3.5,\n",
-       "  Timestamp('2023-01-01 21:40:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 21:50:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 22:10:00'): 3.8,\n",
-       "  Timestamp('2023-01-01 22:20:00'): 3.8,\n",
-       "  Timestamp('2023-01-01 22:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 22:40:00'): 2.9,\n",
-       "  Timestamp('2023-01-01 22:50:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 23:10:00'): 2.9,\n",
-       "  Timestamp('2023-01-01 23:20:00'): 3.6,\n",
-       "  Timestamp('2023-01-01 23:30:00'): 3.8,\n",
-       "  Timestamp('2023-01-01 23:40:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 23:50:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 00:10:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 00:20:00'): 5.5,\n",
-       "  Timestamp('2023-01-02 00:30:00'): 5.7,\n",
-       "  Timestamp('2023-01-02 00:40:00'): 5.1,\n",
-       "  Timestamp('2023-01-02 00:50:00'): 4.8,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 01:10:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 01:20:00'): 3.2,\n",
-       "  Timestamp('2023-01-02 01:30:00'): 3.1,\n",
-       "  Timestamp('2023-01-02 01:40:00'): 3.0,\n",
-       "  Timestamp('2023-01-02 01:50:00'): 3.1,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 02:10:00'): 3.1,\n",
-       "  Timestamp('2023-01-02 02:20:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 02:30:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 02:40:00'): 3.6,\n",
-       "  Timestamp('2023-01-02 02:50:00'): 3.2,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 03:10:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 03:20:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 03:30:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 03:40:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 03:50:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 04:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 04:10:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 04:20:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 04:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-02 04:40:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 04:50:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 05:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 05:10:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 05:20:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 05:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 05:40:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 05:50:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 06:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 06:10:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 06:20:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 06:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 06:40:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 06:50:00'): 0.4,\n",
-       "  Timestamp('2023-01-02 07:00:00'): 0.4,\n",
-       "  Timestamp('2023-01-02 07:10:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 07:20:00'): 0.1,\n",
-       "  Timestamp('2023-01-02 07:30:00'): 0.1,\n",
-       "  Timestamp('2023-01-02 07:40:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 07:50:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 08:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 08:10:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 08:20:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 08:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 08:40:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 08:50:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 09:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 09:10:00'): 0.7,\n",
-       "  Timestamp('2023-01-02 09:20:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 09:30:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 09:40:00'): 0.2,\n",
-       "  Timestamp('2023-01-02 09:50:00'): 0.4,\n",
-       "  Timestamp('2023-01-02 10:00:00'): 0.7,\n",
-       "  Timestamp('2023-01-02 10:10:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 10:20:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 10:30:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 10:40:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 10:50:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 11:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 11:10:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 11:20:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 11:30:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 11:40:00'): 3.0,\n",
-       "  Timestamp('2023-01-02 11:50:00'): 3.3,\n",
-       "  Timestamp('2023-01-02 12:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 12:10:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 12:20:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 12:30:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 12:40:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 12:50:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 13:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 13:10:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 13:20:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 13:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 13:40:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 13:50:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 14:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 14:10:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 14:20:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 14:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 14:40:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 14:50:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 15:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 15:10:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 15:20:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 15:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 15:40:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 15:50:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 16:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 16:10:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 16:20:00'): 3.0,\n",
-       "  Timestamp('2023-01-02 16:30:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 16:40:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 16:50:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 17:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 17:10:00'): 5.9,\n",
-       "  Timestamp('2023-01-02 17:20:00'): 6.3,\n",
-       "  Timestamp('2023-01-02 17:30:00'): 6.5,\n",
-       "  Timestamp('2023-01-02 17:40:00'): 6.3,\n",
-       "  Timestamp('2023-01-02 17:50:00'): 4.8,\n",
-       "  Timestamp('2023-01-02 18:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 18:10:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 18:20:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 18:30:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 18:40:00'): 4.4,\n",
-       "  Timestamp('2023-01-02 18:50:00'): 3.0,\n",
-       "  Timestamp('2023-01-02 19:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-02 19:10:00'): 4.0,\n",
-       "  Timestamp('2023-01-02 19:20:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 19:30:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 19:40:00'): 5.5,\n",
-       "  Timestamp('2023-01-02 19:50:00'): 5.7,\n",
-       "  Timestamp('2023-01-02 20:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-02 20:10:00'): 6.1,\n",
-       "  Timestamp('2023-01-02 20:20:00'): 6.3,\n",
-       "  Timestamp('2023-01-02 20:30:00'): 6.6,\n",
-       "  Timestamp('2023-01-02 20:40:00'): 6.6,\n",
-       "  Timestamp('2023-01-02 20:50:00'): 8.0,\n",
-       "  Timestamp('2023-01-02 21:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-02 21:10:00'): 5.1,\n",
-       "  Timestamp('2023-01-02 21:20:00'): 5.3,\n",
-       "  Timestamp('2023-01-02 21:30:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 21:40:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 21:50:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 22:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-02 22:10:00'): 4.3,\n",
-       "  Timestamp('2023-01-02 22:20:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 22:30:00'): 4.0,\n",
-       "  Timestamp('2023-01-02 22:40:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 22:50:00'): 5.7,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-02 23:10:00'): 6.5,\n",
-       "  Timestamp('2023-01-02 23:20:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 23:30:00'): 7.6,\n",
-       "  Timestamp('2023-01-02 23:40:00'): 7.9,\n",
-       "  Timestamp('2023-01-02 23:50:00'): 7.8,\n",
-       "  Timestamp('2023-01-03 00:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 00:10:00'): 7.1,\n",
-       "  Timestamp('2023-01-03 00:20:00'): 7.2,\n",
-       "  Timestamp('2023-01-03 00:30:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 00:40:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 00:50:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 01:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-03 01:10:00'): 6.1,\n",
-       "  Timestamp('2023-01-03 01:20:00'): 5.7,\n",
-       "  Timestamp('2023-01-03 01:30:00'): 6.5,\n",
-       "  Timestamp('2023-01-03 01:40:00'): 6.7,\n",
-       "  Timestamp('2023-01-03 01:50:00'): 5.4,\n",
-       "  Timestamp('2023-01-03 02:00:00'): 5.0,\n",
-       "  Timestamp('2023-01-03 02:10:00'): 5.1,\n",
-       "  Timestamp('2023-01-03 02:20:00'): 5.2,\n",
-       "  Timestamp('2023-01-03 02:30:00'): 5.5,\n",
-       "  Timestamp('2023-01-03 02:40:00'): 5.4,\n",
-       "  Timestamp('2023-01-03 02:50:00'): 4.1,\n",
-       "  Timestamp('2023-01-03 03:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 03:10:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 03:20:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 03:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 03:40:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 03:50:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 04:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 04:10:00'): 4.7,\n",
-       "  Timestamp('2023-01-03 04:20:00'): 5.0,\n",
-       "  Timestamp('2023-01-03 04:30:00'): 5.1,\n",
-       "  Timestamp('2023-01-03 04:40:00'): 5.1,\n",
-       "  Timestamp('2023-01-03 04:50:00'): 5.3,\n",
-       "  Timestamp('2023-01-03 05:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-03 05:10:00'): 6.0,\n",
-       "  Timestamp('2023-01-03 05:20:00'): 6.3,\n",
-       "  Timestamp('2023-01-03 05:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-03 05:40:00'): 6.2,\n",
-       "  Timestamp('2023-01-03 05:50:00'): 5.7,\n",
-       "  Timestamp('2023-01-03 06:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-03 06:10:00'): 4.8,\n",
-       "  Timestamp('2023-01-03 06:20:00'): 5.0,\n",
-       "  Timestamp('2023-01-03 06:30:00'): 4.1,\n",
-       "  Timestamp('2023-01-03 06:40:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 06:50:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 07:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 07:10:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 07:20:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 07:30:00'): 4.3,\n",
-       "  Timestamp('2023-01-03 07:40:00'): 4.5,\n",
-       "  Timestamp('2023-01-03 07:50:00'): 4.1,\n",
-       "  Timestamp('2023-01-03 08:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 08:10:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 08:20:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 08:30:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 08:40:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 08:50:00'): 3.5,\n",
-       "  Timestamp('2023-01-03 09:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-03 09:10:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 09:20:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 09:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 09:40:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 09:50:00'): 4.2,\n",
-       "  Timestamp('2023-01-03 10:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-03 10:10:00'): 5.8,\n",
-       "  Timestamp('2023-01-03 10:20:00'): 4.5,\n",
-       "  Timestamp('2023-01-03 10:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-03 10:40:00'): 4.3,\n",
-       "  Timestamp('2023-01-03 10:50:00'): 5.1,\n",
-       "  Timestamp('2023-01-03 11:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-03 11:10:00'): 6.6,\n",
-       "  Timestamp('2023-01-03 11:20:00'): 5.8,\n",
-       "  Timestamp('2023-01-03 11:30:00'): 6.1,\n",
-       "  Timestamp('2023-01-03 11:40:00'): 5.8,\n",
-       "  Timestamp('2023-01-03 11:50:00'): 6.5,\n",
-       "  Timestamp('2023-01-03 12:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-03 12:10:00'): 6.8,\n",
-       "  Timestamp('2023-01-03 12:20:00'): 6.8,\n",
-       "  Timestamp('2023-01-03 12:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-03 12:40:00'): 6.5,\n",
-       "  Timestamp('2023-01-03 12:50:00'): 5.9,\n",
-       "  Timestamp('2023-01-03 13:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-03 13:10:00'): 5.4,\n",
-       "  Timestamp('2023-01-03 13:20:00'): 6.1,\n",
-       "  Timestamp('2023-01-03 13:30:00'): 8.4,\n",
-       "  Timestamp('2023-01-03 13:40:00'): 8.6,\n",
-       "  Timestamp('2023-01-03 13:50:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 14:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-03 14:10:00'): 6.6,\n",
-       "  Timestamp('2023-01-03 14:20:00'): 6.0,\n",
-       "  Timestamp('2023-01-03 14:30:00'): 5.9,\n",
-       "  Timestamp('2023-01-03 14:40:00'): 8.4,\n",
-       "  Timestamp('2023-01-03 14:50:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 15:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 15:10:00'): 9.1,\n",
-       "  Timestamp('2023-01-03 15:20:00'): 8.8,\n",
-       "  Timestamp('2023-01-03 15:30:00'): 8.6,\n",
-       "  Timestamp('2023-01-03 15:40:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 15:50:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 16:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-03 16:10:00'): 6.3,\n",
-       "  Timestamp('2023-01-03 16:20:00'): 5.3,\n",
-       "  Timestamp('2023-01-03 16:30:00'): 4.2,\n",
-       "  Timestamp('2023-01-03 16:40:00'): 4.7,\n",
-       "  Timestamp('2023-01-03 16:50:00'): 5.3,\n",
-       "  Timestamp('2023-01-03 17:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-03 17:10:00'): 7.2,\n",
-       "  Timestamp('2023-01-03 17:20:00'): 7.8,\n",
-       "  Timestamp('2023-01-03 17:30:00'): 8.7,\n",
-       "  Timestamp('2023-01-03 17:40:00'): 9.7,\n",
-       "  Timestamp('2023-01-03 17:50:00'): 10.4,\n",
-       "  Timestamp('2023-01-03 18:00:00'): 10.2,\n",
-       "  Timestamp('2023-01-03 18:10:00'): 10.3,\n",
-       "  Timestamp('2023-01-03 18:20:00'): 11.0,\n",
-       "  Timestamp('2023-01-03 18:30:00'): 10.6,\n",
-       "  Timestamp('2023-01-03 18:40:00'): 10.3,\n",
-       "  Timestamp('2023-01-03 18:50:00'): 10.5,\n",
-       "  Timestamp('2023-01-03 19:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 19:10:00'): 10.7,\n",
-       "  Timestamp('2023-01-03 19:20:00'): 10.7,\n",
-       "  Timestamp('2023-01-03 19:30:00'): 10.3,\n",
-       "  Timestamp('2023-01-03 19:40:00'): 10.2,\n",
-       "  Timestamp('2023-01-03 19:50:00'): 10.4,\n",
-       "  Timestamp('2023-01-03 20:00:00'): 10.3,\n",
-       "  Timestamp('2023-01-03 20:10:00'): 8.8,\n",
-       "  Timestamp('2023-01-03 20:20:00'): 9.2,\n",
-       "  Timestamp('2023-01-03 20:30:00'): 9.3,\n",
-       "  Timestamp('2023-01-03 20:40:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 20:50:00'): 9.9,\n",
-       "  Timestamp('2023-01-03 21:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 21:10:00'): 8.4,\n",
-       "  Timestamp('2023-01-03 21:20:00'): 9.6,\n",
-       "  Timestamp('2023-01-03 21:30:00'): 10.1,\n",
-       "  Timestamp('2023-01-03 21:40:00'): 10.6,\n",
-       "  Timestamp('2023-01-03 21:50:00'): 10.3,\n",
-       "  Timestamp('2023-01-03 22:00:00'): 9.7,\n",
-       "  Timestamp('2023-01-03 22:10:00'): 9.3,\n",
-       "  Timestamp('2023-01-03 22:20:00'): 10.4,\n",
-       "  Timestamp('2023-01-03 22:30:00'): 11.1,\n",
-       "  Timestamp('2023-01-03 22:40:00'): 11.3,\n",
-       "  Timestamp('2023-01-03 22:50:00'): 11.0,\n",
-       "  Timestamp('2023-01-03 23:00:00'): 9.7,\n",
-       "  Timestamp('2023-01-03 23:10:00'): 8.4,\n",
-       "  Timestamp('2023-01-03 23:20:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 23:30:00'): 8.1,\n",
-       "  Timestamp('2023-01-03 23:40:00'): 9.0,\n",
-       "  Timestamp('2023-01-03 23:50:00'): 8.0,\n",
-       "  Timestamp('2023-01-04 00:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 00:10:00'): 8.5,\n",
-       "  Timestamp('2023-01-04 00:20:00'): 8.5,\n",
-       "  Timestamp('2023-01-04 00:30:00'): 8.0,\n",
-       "  Timestamp('2023-01-04 00:40:00'): 6.1,\n",
-       "  Timestamp('2023-01-04 00:50:00'): 7.3,\n",
-       "  Timestamp('2023-01-04 01:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 01:10:00'): 8.6,\n",
-       "  Timestamp('2023-01-04 01:20:00'): 7.3,\n",
-       "  Timestamp('2023-01-04 01:30:00'): 8.0,\n",
-       "  Timestamp('2023-01-04 01:40:00'): 6.9,\n",
-       "  Timestamp('2023-01-04 01:50:00'): 6.7,\n",
-       "  Timestamp('2023-01-04 02:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-04 02:10:00'): 5.9,\n",
-       "  Timestamp('2023-01-04 02:20:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 02:30:00'): 8.1,\n",
-       "  Timestamp('2023-01-04 02:40:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 02:50:00'): 9.1,\n",
-       "  Timestamp('2023-01-04 03:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-04 03:10:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 03:20:00'): 7.8,\n",
-       "  Timestamp('2023-01-04 03:30:00'): 9.0,\n",
-       "  Timestamp('2023-01-04 03:40:00'): 10.2,\n",
-       "  Timestamp('2023-01-04 03:50:00'): 9.9,\n",
-       "  Timestamp('2023-01-04 04:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-04 04:10:00'): 5.5,\n",
-       "  Timestamp('2023-01-04 04:20:00'): 4.3,\n",
-       "  Timestamp('2023-01-04 04:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 04:40:00'): 4.9,\n",
-       "  Timestamp('2023-01-04 04:50:00'): 7.3,\n",
-       "  Timestamp('2023-01-04 05:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 05:10:00'): 8.5,\n",
-       "  Timestamp('2023-01-04 05:20:00'): 7.3,\n",
-       "  Timestamp('2023-01-04 05:30:00'): 7.2,\n",
-       "  Timestamp('2023-01-04 05:40:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 05:50:00'): 7.3,\n",
-       "  Timestamp('2023-01-04 06:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-04 06:10:00'): 7.4,\n",
-       "  Timestamp('2023-01-04 06:20:00'): 8.0,\n",
-       "  Timestamp('2023-01-04 06:30:00'): 7.8,\n",
-       "  Timestamp('2023-01-04 06:40:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 06:50:00'): 7.5,\n",
-       "  Timestamp('2023-01-04 07:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-04 07:10:00'): 6.4,\n",
-       "  Timestamp('2023-01-04 07:20:00'): 6.3,\n",
-       "  Timestamp('2023-01-04 07:30:00'): 6.3,\n",
-       "  Timestamp('2023-01-04 07:40:00'): 5.9,\n",
-       "  Timestamp('2023-01-04 07:50:00'): 4.9,\n",
-       "  Timestamp('2023-01-04 08:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-04 08:10:00'): 4.1,\n",
-       "  Timestamp('2023-01-04 08:20:00'): 4.1,\n",
-       "  Timestamp('2023-01-04 08:30:00'): 4.9,\n",
-       "  Timestamp('2023-01-04 08:40:00'): 4.3,\n",
-       "  Timestamp('2023-01-04 08:50:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 09:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 09:10:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 09:20:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 09:30:00'): 3.0,\n",
-       "  Timestamp('2023-01-04 09:40:00'): 3.5,\n",
-       "  Timestamp('2023-01-04 09:50:00'): 4.0,\n",
-       "  Timestamp('2023-01-04 10:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-04 10:10:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 10:20:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 10:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 10:40:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 10:50:00'): 2.9,\n",
-       "  Timestamp('2023-01-04 11:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 11:10:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 11:20:00'): 4.4,\n",
-       "  Timestamp('2023-01-04 11:30:00'): 4.9,\n",
-       "  Timestamp('2023-01-04 11:40:00'): 5.2,\n",
-       "  Timestamp('2023-01-04 11:50:00'): 5.8,\n",
-       "  Timestamp('2023-01-04 12:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-04 12:10:00'): 6.1,\n",
-       "  Timestamp('2023-01-04 12:20:00'): 5.0,\n",
-       "  Timestamp('2023-01-04 12:30:00'): 4.2,\n",
-       "  Timestamp('2023-01-04 12:40:00'): 4.0,\n",
-       "  Timestamp('2023-01-04 12:50:00'): 4.9,\n",
-       "  Timestamp('2023-01-04 13:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-04 13:10:00'): 5.4,\n",
-       "  Timestamp('2023-01-04 13:20:00'): 5.4,\n",
-       "  Timestamp('2023-01-04 13:30:00'): 5.4,\n",
-       "  Timestamp('2023-01-04 13:40:00'): 5.3,\n",
-       "  Timestamp('2023-01-04 13:50:00'): 4.8,\n",
-       "  Timestamp('2023-01-04 14:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-04 14:10:00'): 5.6,\n",
-       "  Timestamp('2023-01-04 14:20:00'): 6.2,\n",
-       "  Timestamp('2023-01-04 14:30:00'): 6.6,\n",
-       "  Timestamp('2023-01-04 14:40:00'): 6.6,\n",
-       "  Timestamp('2023-01-04 14:50:00'): 5.8,\n",
-       "  Timestamp('2023-01-04 15:00:00'): 7.2,\n",
-       "  Timestamp('2023-01-04 15:10:00'): 6.9,\n",
-       "  Timestamp('2023-01-04 15:20:00'): 4.2,\n",
-       "  Timestamp('2023-01-04 15:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 15:40:00'): 4.2,\n",
-       "  Timestamp('2023-01-04 15:50:00'): 5.1,\n",
-       "  Timestamp('2023-01-04 16:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-04 16:10:00'): 5.7,\n",
-       "  Timestamp('2023-01-04 16:20:00'): 6.2,\n",
-       "  Timestamp('2023-01-04 16:30:00'): 5.9,\n",
-       "  Timestamp('2023-01-04 16:40:00'): 5.3,\n",
-       "  Timestamp('2023-01-04 16:50:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 17:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-04 17:10:00'): 5.4,\n",
-       "  Timestamp('2023-01-04 17:20:00'): 6.5,\n",
-       "  Timestamp('2023-01-04 17:30:00'): 6.3,\n",
-       "  Timestamp('2023-01-04 17:40:00'): 8.0,\n",
-       "  Timestamp('2023-01-04 17:50:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 18:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-04 18:10:00'): 6.7,\n",
-       "  Timestamp('2023-01-04 18:20:00'): 6.8,\n",
-       "  Timestamp('2023-01-04 18:30:00'): 8.7,\n",
-       "  Timestamp('2023-01-04 18:40:00'): 8.6,\n",
-       "  Timestamp('2023-01-04 18:50:00'): 8.6,\n",
-       "  Timestamp('2023-01-04 19:00:00'): 8.9,\n",
-       "  Timestamp('2023-01-04 19:10:00'): 7.5,\n",
-       "  Timestamp('2023-01-04 19:20:00'): 6.7,\n",
-       "  Timestamp('2023-01-04 19:30:00'): 7.9,\n",
-       "  Timestamp('2023-01-04 19:40:00'): 6.8,\n",
-       "  Timestamp('2023-01-04 19:50:00'): 7.8,\n",
-       "  Timestamp('2023-01-04 20:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-04 20:10:00'): 10.2,\n",
-       "  Timestamp('2023-01-04 20:20:00'): 10.7,\n",
-       "  Timestamp('2023-01-04 20:30:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 20:40:00'): 7.9,\n",
-       "  Timestamp('2023-01-04 20:50:00'): 7.8,\n",
-       "  Timestamp('2023-01-04 21:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-04 21:10:00'): 8.0,\n",
-       "  Timestamp('2023-01-04 21:20:00'): 8.6,\n",
-       "  Timestamp('2023-01-04 21:30:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 21:40:00'): 7.6,\n",
-       "  Timestamp('2023-01-04 21:50:00'): 7.9,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-04 22:10:00'): 6.9,\n",
-       "  Timestamp('2023-01-04 22:20:00'): 7.9,\n",
-       "  Timestamp('2023-01-04 22:30:00'): 8.8,\n",
-       "  Timestamp('2023-01-04 22:40:00'): 9.2,\n",
-       "  Timestamp('2023-01-04 22:50:00'): 8.9,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 23:10:00'): 9.0,\n",
-       "  Timestamp('2023-01-04 23:20:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:30:00'): 7.6,\n",
-       "  Timestamp('2023-01-04 23:40:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:50:00'): 8.6,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-05 00:10:00'): 9.1,\n",
-       "  Timestamp('2023-01-05 00:20:00'): 9.3,\n",
-       "  Timestamp('2023-01-05 00:30:00'): 9.3,\n",
-       "  Timestamp('2023-01-05 00:40:00'): 9.0,\n",
-       "  Timestamp('2023-01-05 00:50:00'): 6.8,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-05 01:10:00'): 6.1,\n",
-       "  Timestamp('2023-01-05 01:20:00'): 5.5,\n",
-       "  Timestamp('2023-01-05 01:30:00'): 6.5,\n",
-       "  Timestamp('2023-01-05 01:40:00'): 6.7,\n",
-       "  Timestamp('2023-01-05 01:50:00'): 5.8,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-05 02:10:00'): 6.0,\n",
-       "  Timestamp('2023-01-05 02:20:00'): 6.5,\n",
-       "  Timestamp('2023-01-05 02:30:00'): 6.5,\n",
-       "  Timestamp('2023-01-05 02:40:00'): 5.6,\n",
-       "  Timestamp('2023-01-05 02:50:00'): 5.7,\n",
-       "  Timestamp('2023-01-05 03:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-05 03:10:00'): 6.2,\n",
-       "  Timestamp('2023-01-05 03:20:00'): 5.8,\n",
-       "  Timestamp('2023-01-05 03:30:00'): 5.4,\n",
-       "  Timestamp('2023-01-05 03:40:00'): 5.9,\n",
-       "  Timestamp('2023-01-05 03:50:00'): 5.9,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-05 04:10:00'): 6.9,\n",
-       "  Timestamp('2023-01-05 04:20:00'): 7.6,\n",
-       "  Timestamp('2023-01-05 04:30:00'): 7.2,\n",
-       "  Timestamp('2023-01-05 04:40:00'): 7.0,\n",
-       "  Timestamp('2023-01-05 04:50:00'): 6.0,\n",
-       "  Timestamp('2023-01-05 05:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-05 05:10:00'): 3.9,\n",
-       "  Timestamp('2023-01-05 05:20:00'): 3.3,\n",
-       "  Timestamp('2023-01-05 05:30:00'): 2.5,\n",
-       "  Timestamp('2023-01-05 05:40:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 05:50:00'): 1.5,\n",
-       "  Timestamp('2023-01-05 06:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-05 06:10:00'): 3.2,\n",
-       "  Timestamp('2023-01-05 06:20:00'): 3.4,\n",
-       "  Timestamp('2023-01-05 06:30:00'): 3.7,\n",
-       "  Timestamp('2023-01-05 06:40:00'): 3.8,\n",
-       "  Timestamp('2023-01-05 06:50:00'): 4.4,\n",
-       "  Timestamp('2023-01-05 07:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-05 07:10:00'): 6.1,\n",
-       "  Timestamp('2023-01-05 07:20:00'): 6.7,\n",
-       "  Timestamp('2023-01-05 07:30:00'): 6.5,\n",
-       "  Timestamp('2023-01-05 07:40:00'): 6.3,\n",
-       "  Timestamp('2023-01-05 07:50:00'): 5.9,\n",
-       "  Timestamp('2023-01-05 08:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-05 08:10:00'): 4.4,\n",
-       "  Timestamp('2023-01-05 08:20:00'): 3.3,\n",
-       "  Timestamp('2023-01-05 08:30:00'): 3.7,\n",
-       "  Timestamp('2023-01-05 08:40:00'): 3.3,\n",
-       "  Timestamp('2023-01-05 08:50:00'): 2.7,\n",
-       "  Timestamp('2023-01-05 09:00:00'): 3.0,\n",
-       "  Timestamp('2023-01-05 09:10:00'): 2.9,\n",
-       "  Timestamp('2023-01-05 09:20:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 09:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 09:40:00'): 2.2,\n",
-       "  Timestamp('2023-01-05 09:50:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 10:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-05 10:10:00'): 3.4,\n",
-       "  Timestamp('2023-01-05 10:20:00'): 3.4,\n",
-       "  Timestamp('2023-01-05 10:30:00'): 2.8,\n",
-       "  Timestamp('2023-01-05 10:40:00'): 2.2,\n",
-       "  Timestamp('2023-01-05 10:50:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 11:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 12:10:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 12:20:00'): 1.5,\n",
-       "  Timestamp('2023-01-05 12:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-05 12:40:00'): 2.0,\n",
-       "  Timestamp('2023-01-05 12:50:00'): 1.8,\n",
-       "  Timestamp('2023-01-05 13:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-05 13:10:00'): 2.2,\n",
-       "  Timestamp('2023-01-05 13:20:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 13:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 13:40:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 13:50:00'): 1.0,\n",
-       "  Timestamp('2023-01-05 14:00:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 15:10:00'): 0.4,\n",
-       "  Timestamp('2023-01-05 15:20:00'): 0.6,\n",
-       "  Timestamp('2023-01-05 15:30:00'): 1.0,\n",
-       "  Timestamp('2023-01-05 15:40:00'): 0.8,\n",
-       "  Timestamp('2023-01-05 15:50:00'): 1.1,\n",
-       "  Timestamp('2023-01-05 16:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-05 16:10:00'): 0.4,\n",
-       "  Timestamp('2023-01-05 16:20:00'): 1.0,\n",
-       "  Timestamp('2023-01-05 16:30:00'): 1.5,\n",
-       "  Timestamp('2023-01-05 16:40:00'): 1.8,\n",
-       "  Timestamp('2023-01-05 16:50:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 17:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-05 17:10:00'): 2.3,\n",
-       "  Timestamp('2023-01-05 17:20:00'): 2.3,\n",
-       "  Timestamp('2023-01-05 17:30:00'): 2.5,\n",
-       "  Timestamp('2023-01-05 17:40:00'): 2.5,\n",
-       "  Timestamp('2023-01-05 17:50:00'): 3.1,\n",
-       "  Timestamp('2023-01-05 18:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-05 18:10:00'): 3.7,\n",
-       "  Timestamp('2023-01-05 18:20:00'): 3.6,\n",
-       "  Timestamp('2023-01-05 18:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-05 18:40:00'): 3.0,\n",
-       "  Timestamp('2023-01-05 18:50:00'): 3.3,\n",
-       "  Timestamp('2023-01-05 19:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-05 19:10:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 19:20:00'): 2.5,\n",
-       "  Timestamp('2023-01-05 19:30:00'): 2.3,\n",
-       "  Timestamp('2023-01-05 19:40:00'): 2.4,\n",
-       "  Timestamp('2023-01-05 19:50:00'): 2.4,\n",
-       "  Timestamp('2023-01-05 20:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 20:10:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 20:20:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 20:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-05 20:40:00'): 1.4,\n",
-       "  Timestamp('2023-01-05 20:50:00'): 1.5,\n",
-       "  Timestamp('2023-01-05 21:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-05 21:10:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 21:20:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 21:30:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 21:40:00'): 0.7,\n",
-       "  Timestamp('2023-01-05 21:50:00'): 0.2,\n",
-       "  Timestamp('2023-01-05 22:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-05 22:10:00'): 2.2,\n",
-       "  Timestamp('2023-01-05 22:20:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 22:30:00'): 1.5,\n",
-       "  Timestamp('2023-01-05 22:40:00'): 0.3,\n",
-       "  Timestamp('2023-01-05 22:50:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 23:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-05 23:10:00'): 3.1,\n",
-       "  Timestamp('2023-01-05 23:20:00'): 2.6,\n",
-       "  Timestamp('2023-01-05 23:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 23:40:00'): 1.0,\n",
-       "  Timestamp('2023-01-05 23:50:00'): 1.0,\n",
-       "  Timestamp('2023-01-06 00:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-06 00:10:00'): 3.1,\n",
-       "  Timestamp('2023-01-06 00:20:00'): 3.7,\n",
-       "  Timestamp('2023-01-06 00:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-06 00:40:00'): 1.5,\n",
-       "  Timestamp('2023-01-06 00:50:00'): 2.7,\n",
-       "  Timestamp('2023-01-06 01:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-06 01:10:00'): 4.7,\n",
-       "  Timestamp('2023-01-06 01:20:00'): 4.1,\n",
-       "  Timestamp('2023-01-06 01:30:00'): 4.8,\n",
-       "  Timestamp('2023-01-06 01:40:00'): 4.8,\n",
-       "  Timestamp('2023-01-06 01:50:00'): 4.5,\n",
-       "  Timestamp('2023-01-06 02:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-06 02:10:00'): 1.1,\n",
-       "  Timestamp('2023-01-06 02:20:00'): 1.6,\n",
-       "  Timestamp('2023-01-06 02:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-06 02:40:00'): 2.5,\n",
-       "  Timestamp('2023-01-06 02:50:00'): 1.9,\n",
-       "  Timestamp('2023-01-06 03:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-06 03:10:00'): 2.6,\n",
-       "  Timestamp('2023-01-06 03:20:00'): 4.7,\n",
-       "  Timestamp('2023-01-06 03:30:00'): 7.4,\n",
-       "  Timestamp('2023-01-06 03:40:00'): 7.5,\n",
-       "  Timestamp('2023-01-06 03:50:00'): 7.2,\n",
-       "  Timestamp('2023-01-06 04:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-06 04:10:00'): 7.0,\n",
-       "  Timestamp('2023-01-06 04:20:00'): 6.8,\n",
-       "  Timestamp('2023-01-06 04:30:00'): 6.1,\n",
-       "  Timestamp('2023-01-06 04:40:00'): 5.3,\n",
-       "  Timestamp('2023-01-06 04:50:00'): 5.8,\n",
-       "  Timestamp('2023-01-06 05:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-06 05:10:00'): 6.4,\n",
-       "  Timestamp('2023-01-06 05:20:00'): 7.0,\n",
-       "  Timestamp('2023-01-06 05:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-06 05:40:00'): 5.8,\n",
-       "  Timestamp('2023-01-06 05:50:00'): 5.8,\n",
-       "  Timestamp('2023-01-06 06:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-06 06:10:00'): 6.1,\n",
-       "  Timestamp('2023-01-06 06:20:00'): 5.8,\n",
-       "  Timestamp('2023-01-06 06:30:00'): 5.4,\n",
-       "  Timestamp('2023-01-06 06:40:00'): 4.8,\n",
-       "  Timestamp('2023-01-06 06:50:00'): 4.7,\n",
-       "  Timestamp('2023-01-06 07:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-06 07:10:00'): 4.5,\n",
-       "  Timestamp('2023-01-06 07:20:00'): 4.3,\n",
-       "  Timestamp('2023-01-06 07:30:00'): 3.4,\n",
-       "  Timestamp('2023-01-06 07:40:00'): 2.3,\n",
-       "  Timestamp('2023-01-06 07:50:00'): 1.2,\n",
-       "  Timestamp('2023-01-06 08:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-06 08:10:00'): 0.8,\n",
-       "  Timestamp('2023-01-06 08:20:00'): 0.9,\n",
-       "  Timestamp('2023-01-06 08:30:00'): 0.4,\n",
-       "  Timestamp('2023-01-06 08:40:00'): 0.1,\n",
-       "  Timestamp('2023-01-06 08:50:00'): 0.2,\n",
-       "  Timestamp('2023-01-06 09:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-06 09:10:00'): 0.7,\n",
-       "  Timestamp('2023-01-06 09:20:00'): 1.2,\n",
-       "  Timestamp('2023-01-06 09:30:00'): 1.0,\n",
-       "  Timestamp('2023-01-06 09:40:00'): 0.6,\n",
-       "  Timestamp('2023-01-06 09:50:00'): 1.1,\n",
-       "  Timestamp('2023-01-06 10:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-06 10:10:00'): 1.8,\n",
-       "  Timestamp('2023-01-06 10:20:00'): 1.2,\n",
-       "  Timestamp('2023-01-06 10:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-06 10:40:00'): 1.5,\n",
-       "  Timestamp('2023-01-06 10:50:00'): 1.1,\n",
-       "  Timestamp('2023-01-06 11:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-06 11:10:00'): 2.3,\n",
-       "  Timestamp('2023-01-06 11:20:00'): 2.3,\n",
-       "  Timestamp('2023-01-06 11:30:00'): 2.8,\n",
-       "  Timestamp('2023-01-06 11:40:00'): 2.8,\n",
-       "  Timestamp('2023-01-06 11:50:00'): 3.6,\n",
-       "  Timestamp('2023-01-06 12:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-06 12:10:00'): 4.1,\n",
-       "  Timestamp('2023-01-06 12:20:00'): 5.2,\n",
-       "  Timestamp('2023-01-06 12:30:00'): 5.3,\n",
-       "  Timestamp('2023-01-06 12:40:00'): 5.9,\n",
-       "  Timestamp('2023-01-06 12:50:00'): 5.4,\n",
-       "  Timestamp('2023-01-06 13:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-06 13:10:00'): 5.0,\n",
-       "  Timestamp('2023-01-06 13:20:00'): 6.8,\n",
-       "  Timestamp('2023-01-06 13:30:00'): 9.0,\n",
-       "  Timestamp('2023-01-06 13:40:00'): 7.8,\n",
-       "  Timestamp('2023-01-06 13:50:00'): 6.4,\n",
-       "  Timestamp('2023-01-06 14:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-06 14:10:00'): 7.2,\n",
-       "  Timestamp('2023-01-06 14:20:00'): 7.1,\n",
-       "  Timestamp('2023-01-06 14:30:00'): 7.3,\n",
-       "  Timestamp('2023-01-06 14:40:00'): 7.0,\n",
-       "  Timestamp('2023-01-06 14:50:00'): 9.0,\n",
-       "  Timestamp('2023-01-06 15:00:00'): 11.1,\n",
-       "  Timestamp('2023-01-06 15:10:00'): 10.9,\n",
-       "  Timestamp('2023-01-06 15:20:00'): 10.2,\n",
-       "  Timestamp('2023-01-06 15:30:00'): 10.3,\n",
-       "  Timestamp('2023-01-06 15:40:00'): 12.2,\n",
-       "  Timestamp('2023-01-06 15:50:00'): 11.3,\n",
-       "  Timestamp('2023-01-06 16:00:00'): 10.8,\n",
-       "  Timestamp('2023-01-06 16:10:00'): 9.6,\n",
-       "  Timestamp('2023-01-06 16:20:00'): 9.6,\n",
-       "  Timestamp('2023-01-06 16:30:00'): 9.2,\n",
-       "  Timestamp('2023-01-06 16:40:00'): 8.2,\n",
-       "  Timestamp('2023-01-06 16:50:00'): 8.5,\n",
-       "  Timestamp('2023-01-06 17:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-06 17:10:00'): 7.1,\n",
-       "  Timestamp('2023-01-06 17:20:00'): 7.3,\n",
-       "  Timestamp('2023-01-06 17:30:00'): 7.9,\n",
-       "  Timestamp('2023-01-06 17:40:00'): 8.4,\n",
-       "  Timestamp('2023-01-06 17:50:00'): 9.6,\n",
-       "  Timestamp('2023-01-06 18:00:00'): 8.6,\n",
-       "  Timestamp('2023-01-06 18:10:00'): 7.5,\n",
-       "  Timestamp('2023-01-06 18:20:00'): 8.6,\n",
-       "  Timestamp('2023-01-06 18:30:00'): 8.3,\n",
-       "  Timestamp('2023-01-06 18:40:00'): 8.5,\n",
-       "  Timestamp('2023-01-06 18:50:00'): 8.3,\n",
-       "  Timestamp('2023-01-06 19:00:00'): 8.1,\n",
-       "  Timestamp('2023-01-06 19:10:00'): 7.4,\n",
-       "  Timestamp('2023-01-06 19:20:00'): 7.6,\n",
-       "  Timestamp('2023-01-06 19:30:00'): 7.4,\n",
-       "  Timestamp('2023-01-06 19:40:00'): 8.3,\n",
-       "  Timestamp('2023-01-06 19:50:00'): 7.8,\n",
-       "  Timestamp('2023-01-06 20:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-06 20:10:00'): 6.2,\n",
-       "  Timestamp('2023-01-06 20:20:00'): 6.4,\n",
-       "  Timestamp('2023-01-06 20:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-06 20:40:00'): 6.9,\n",
-       "  Timestamp('2023-01-06 20:50:00'): 6.5,\n",
-       "  Timestamp('2023-01-06 21:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-06 21:10:00'): 7.5,\n",
-       "  Timestamp('2023-01-06 21:20:00'): 7.7,\n",
-       "  Timestamp('2023-01-06 21:30:00'): 8.8,\n",
-       "  Timestamp('2023-01-06 21:40:00'): 6.8,\n",
-       "  Timestamp('2023-01-06 21:50:00'): 6.5,\n",
-       "  Timestamp('2023-01-06 22:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-06 22:10:00'): 6.7,\n",
-       "  Timestamp('2023-01-06 22:20:00'): 7.8,\n",
-       "  Timestamp('2023-01-06 22:30:00'): 8.9,\n",
-       "  Timestamp('2023-01-06 22:40:00'): 8.4,\n",
-       "  Timestamp('2023-01-06 22:50:00'): 7.4,\n",
-       "  Timestamp('2023-01-06 23:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-06 23:10:00'): 7.8,\n",
-       "  Timestamp('2023-01-06 23:20:00'): 8.1,\n",
-       "  Timestamp('2023-01-06 23:30:00'): 8.5,\n",
-       "  Timestamp('2023-01-06 23:40:00'): 8.0,\n",
-       "  Timestamp('2023-01-06 23:50:00'): 7.3,\n",
-       "  Timestamp('2023-01-07 00:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-07 00:10:00'): 5.6,\n",
-       "  Timestamp('2023-01-07 00:20:00'): 5.6,\n",
-       "  Timestamp('2023-01-07 00:30:00'): 4.8,\n",
-       "  Timestamp('2023-01-07 00:40:00'): 3.7,\n",
-       "  Timestamp('2023-01-07 00:50:00'): 3.5,\n",
-       "  Timestamp('2023-01-07 01:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-07 01:10:00'): 3.6,\n",
-       "  Timestamp('2023-01-07 01:20:00'): 3.6,\n",
-       "  Timestamp('2023-01-07 01:30:00'): 4.0,\n",
-       "  Timestamp('2023-01-07 01:40:00'): 3.5,\n",
-       "  Timestamp('2023-01-07 01:50:00'): 4.0,\n",
-       "  Timestamp('2023-01-07 02:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-07 02:10:00'): 4.1,\n",
-       "  Timestamp('2023-01-07 02:20:00'): 3.5,\n",
-       "  Timestamp('2023-01-07 02:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-07 02:40:00'): 3.3,\n",
-       "  Timestamp('2023-01-07 02:50:00'): 3.2,\n",
-       "  Timestamp('2023-01-07 03:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-07 03:10:00'): 3.9,\n",
-       "  Timestamp('2023-01-07 03:20:00'): 3.8,\n",
-       "  Timestamp('2023-01-07 03:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-07 03:40:00'): 3.3,\n",
-       "  Timestamp('2023-01-07 03:50:00'): 4.0,\n",
-       "  Timestamp('2023-01-07 04:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-07 04:10:00'): 3.8,\n",
-       "  Timestamp('2023-01-07 04:20:00'): 4.0,\n",
-       "  Timestamp('2023-01-07 04:30:00'): 4.6,\n",
-       "  Timestamp('2023-01-07 04:40:00'): 4.6,\n",
-       "  Timestamp('2023-01-07 04:50:00'): 5.4,\n",
-       "  Timestamp('2023-01-07 05:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-07 05:10:00'): 4.3,\n",
-       "  Timestamp('2023-01-07 05:20:00'): 3.5,\n",
-       "  Timestamp('2023-01-07 05:30:00'): 4.5,\n",
-       "  Timestamp('2023-01-07 05:40:00'): 4.8,\n",
-       "  Timestamp('2023-01-07 05:50:00'): 4.0,\n",
-       "  Timestamp('2023-01-07 06:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-07 06:10:00'): 4.6,\n",
-       "  Timestamp('2023-01-07 06:20:00'): 4.3,\n",
-       "  Timestamp('2023-01-07 06:30:00'): 4.1,\n",
-       "  Timestamp('2023-01-07 06:40:00'): 4.3,\n",
-       "  Timestamp('2023-01-07 06:50:00'): 4.7,\n",
-       "  Timestamp('2023-01-07 07:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-07 07:10:00'): 4.2,\n",
-       "  Timestamp('2023-01-07 07:20:00'): 4.4,\n",
-       "  Timestamp('2023-01-07 07:30:00'): 4.4,\n",
-       "  Timestamp('2023-01-07 07:40:00'): 4.5,\n",
-       "  Timestamp('2023-01-07 07:50:00'): 3.7,\n",
-       "  Timestamp('2023-01-07 08:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-07 08:10:00'): 3.6,\n",
-       "  Timestamp('2023-01-07 08:20:00'): 3.3,\n",
-       "  Timestamp('2023-01-07 08:30:00'): 3.5,\n",
-       "  Timestamp('2023-01-07 08:40:00'): 3.8,\n",
-       "  Timestamp('2023-01-07 08:50:00'): 3.7,\n",
-       "  Timestamp('2023-01-07 09:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-07 09:10:00'): 3.0,\n",
-       "  Timestamp('2023-01-07 09:20:00'): 3.1,\n",
-       "  Timestamp('2023-01-07 09:30:00'): 3.1,\n",
-       "  Timestamp('2023-01-07 09:40:00'): 3.5,\n",
-       "  Timestamp('2023-01-07 09:50:00'): 4.1,\n",
-       "  Timestamp('2023-01-07 10:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-07 10:10:00'): 5.0,\n",
-       "  Timestamp('2023-01-07 10:20:00'): 5.0,\n",
-       "  Timestamp('2023-01-07 10:30:00'): 5.3,\n",
-       "  Timestamp('2023-01-07 10:40:00'): 5.3,\n",
-       "  Timestamp('2023-01-07 10:50:00'): 4.7,\n",
-       "  Timestamp('2023-01-07 11:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-07 11:10:00'): 4.7,\n",
-       "  Timestamp('2023-01-07 11:20:00'): 4.1,\n",
-       "  Timestamp('2023-01-07 11:30:00'): 4.0,\n",
-       "  Timestamp('2023-01-07 11:40:00'): 4.4,\n",
-       "  Timestamp('2023-01-07 11:50:00'): 4.9,\n",
-       "  Timestamp('2023-01-07 12:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-07 12:10:00'): 3.8,\n",
-       "  Timestamp('2023-01-07 12:20:00'): 3.5,\n",
-       "  Timestamp('2023-01-07 12:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-07 12:40:00'): 3.2,\n",
-       "  Timestamp('2023-01-07 12:50:00'): 2.8,\n",
-       "  Timestamp('2023-01-07 13:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-07 13:10:00'): 2.3,\n",
-       "  Timestamp('2023-01-07 13:20:00'): 1.8,\n",
-       "  Timestamp('2023-01-07 13:30:00'): 2.0,\n",
-       "  Timestamp('2023-01-07 13:40:00'): 2.6,\n",
-       "  Timestamp('2023-01-07 13:50:00'): 2.8,\n",
-       "  Timestamp('2023-01-07 14:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-07 14:10:00'): 2.7,\n",
-       "  Timestamp('2023-01-07 14:20:00'): 3.6,\n",
-       "  Timestamp('2023-01-07 14:30:00'): 3.8,\n",
-       "  Timestamp('2023-01-07 14:40:00'): 3.4,\n",
-       "  Timestamp('2023-01-07 14:50:00'): 3.7,\n",
-       "  Timestamp('2023-01-07 15:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-07 15:10:00'): 2.1,\n",
-       "  Timestamp('2023-01-07 15:20:00'): 1.3,\n",
-       "  Timestamp('2023-01-07 15:30:00'): 0.6,\n",
-       "  Timestamp('2023-01-07 15:40:00'): 0.0,\n",
-       "  Timestamp('2023-01-07 15:50:00'): 0.2,\n",
-       "  Timestamp('2023-01-07 16:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-07 16:10:00'): 6.4,\n",
-       "  Timestamp('2023-01-07 16:20:00'): 6.5,\n",
-       "  Timestamp('2023-01-07 16:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-07 16:40:00'): 7.2,\n",
-       "  Timestamp('2023-01-07 16:50:00'): 6.2,\n",
-       "  Timestamp('2023-01-07 17:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-07 17:10:00'): 6.1,\n",
-       "  Timestamp('2023-01-07 17:20:00'): 5.9,\n",
-       "  Timestamp('2023-01-07 17:30:00'): 6.1,\n",
-       "  Timestamp('2023-01-07 17:40:00'): 5.8,\n",
-       "  Timestamp('2023-01-07 17:50:00'): 5.7,\n",
-       "  Timestamp('2023-01-07 18:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-07 18:10:00'): 6.2,\n",
-       "  Timestamp('2023-01-07 18:20:00'): 6.0,\n",
-       "  Timestamp('2023-01-07 18:30:00'): 6.0,\n",
-       "  Timestamp('2023-01-07 18:40:00'): 5.4,\n",
-       "  Timestamp('2023-01-07 18:50:00'): 5.7,\n",
-       "  Timestamp('2023-01-07 19:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-07 19:10:00'): 6.4,\n",
-       "  Timestamp('2023-01-07 19:20:00'): 6.0,\n",
-       "  Timestamp('2023-01-07 19:30:00'): 5.7,\n",
-       "  Timestamp('2023-01-07 19:40:00'): 6.4,\n",
-       "  Timestamp('2023-01-07 19:50:00'): 6.3,\n",
-       "  Timestamp('2023-01-07 20:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-07 20:10:00'): 4.4,\n",
-       "  Timestamp('2023-01-07 20:20:00'): 4.8,\n",
-       "  Timestamp('2023-01-07 20:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-07 20:40:00'): 6.8,\n",
-       "  Timestamp('2023-01-07 20:50:00'): 6.1,\n",
-       "  Timestamp('2023-01-07 21:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-07 21:10:00'): 6.2,\n",
-       "  Timestamp('2023-01-07 21:20:00'): 7.6,\n",
-       "  Timestamp('2023-01-07 21:30:00'): 7.0,\n",
-       "  Timestamp('2023-01-07 21:40:00'): 6.3,\n",
-       "  Timestamp('2023-01-07 21:50:00'): 6.8,\n",
-       "  Timestamp('2023-01-07 22:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-07 22:10:00'): 5.9,\n",
-       "  Timestamp('2023-01-07 22:20:00'): 6.8,\n",
-       "  Timestamp('2023-01-07 22:30:00'): 5.6,\n",
-       "  Timestamp('2023-01-07 22:40:00'): 5.4,\n",
-       "  Timestamp('2023-01-07 22:50:00'): 5.4,\n",
-       "  Timestamp('2023-01-07 23:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-07 23:10:00'): 5.2,\n",
-       "  Timestamp('2023-01-07 23:20:00'): 5.2,\n",
-       "  Timestamp('2023-01-07 23:30:00'): 5.0,\n",
-       "  Timestamp('2023-01-07 23:40:00'): 5.1,\n",
-       "  Timestamp('2023-01-07 23:50:00'): 5.0,\n",
-       "  Timestamp('2023-01-08 00:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-08 00:10:00'): 5.5,\n",
-       "  Timestamp('2023-01-08 00:20:00'): 5.0,\n",
-       "  Timestamp('2023-01-08 00:30:00'): 6.2,\n",
-       "  ...},\n",
-       " 'tplm2_GST': {Timestamp('2023-01-01 00:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-01 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-01 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-01 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-01 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-01 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-01 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 6.4,\n",
-       "  Timestamp('2023-01-01 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-01 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-01 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-01 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 5.5,\n",
-       "  Timestamp('2023-01-01 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-01 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-01 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-01 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-01 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-01 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-02 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-02 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-02 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-02 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-02 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-02 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-02 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): 9.4,\n",
-       "  Timestamp('2023-01-02 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-02 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-02 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): 8.6,\n",
-       "  Timestamp('2023-01-03 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): 8.6,\n",
-       "  Timestamp('2023-01-03 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-03 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): 5.0,\n",
-       "  Timestamp('2023-01-03 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-03 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:00:00'): 5.5,\n",
-       "  Timestamp('2023-01-03 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-03 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-03 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-03 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-03 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-03 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): 9.3,\n",
-       "  Timestamp('2023-01-03 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-03 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-03 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): 11.0,\n",
-       "  Timestamp('2023-01-03 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): 11.5,\n",
-       "  Timestamp('2023-01-03 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): 11.6,\n",
-       "  Timestamp('2023-01-03 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): 11.1,\n",
-       "  Timestamp('2023-01-03 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): 11.3,\n",
-       "  Timestamp('2023-01-03 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): 12.0,\n",
-       "  Timestamp('2023-01-03 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): 10.3,\n",
-       "  Timestamp('2023-01-04 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): 9.3,\n",
-       "  Timestamp('2023-01-04 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): 9.5,\n",
-       "  Timestamp('2023-01-04 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): 9.7,\n",
-       "  Timestamp('2023-01-04 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): 11.1,\n",
-       "  Timestamp('2023-01-04 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-04 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): 10.6,\n",
-       "  Timestamp('2023-01-04 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): 10.3,\n",
-       "  Timestamp('2023-01-04 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-04 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): 5.5,\n",
-       "  Timestamp('2023-01-04 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-04 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-04 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-04 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-04 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-04 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-04 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-04 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): 8.9,\n",
-       "  Timestamp('2023-01-04 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): 9.1,\n",
-       "  Timestamp('2023-01-04 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): 11.6,\n",
-       "  Timestamp('2023-01-04 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 9.2,\n",
-       "  Timestamp('2023-01-04 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 9.7,\n",
-       "  Timestamp('2023-01-04 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 10.6,\n",
-       "  Timestamp('2023-01-05 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 10.4,\n",
-       "  Timestamp('2023-01-05 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-05 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-05 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-05 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-05 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-05 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-05 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-05 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-05 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-05 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 11:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-05 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-05 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 14:00:00'): 2.5,\n",
-       "  Timestamp('2023-01-05 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-05 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-05 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-05 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-05 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-05 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:00:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-05 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-06 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-06 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-06 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-06 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:00:00'): 11.0,\n",
-       "  Timestamp('2023-01-06 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-06 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-06 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:00:00'): 6.4,\n",
-       "  Timestamp('2023-01-06 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-06 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:00:00'): 1.1,\n",
-       "  Timestamp('2023-01-06 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-06 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-06 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-06 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:00:00'): 7.2,\n",
-       "  Timestamp('2023-01-06 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:00:00'): 11.2,\n",
-       "  Timestamp('2023-01-06 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:00:00'): 15.1,\n",
-       "  Timestamp('2023-01-06 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:00:00'): 15.3,\n",
-       "  Timestamp('2023-01-06 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:00:00'): 11.9,\n",
-       "  Timestamp('2023-01-06 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:00:00'): 12.1,\n",
-       "  Timestamp('2023-01-06 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:00:00'): 10.5,\n",
-       "  Timestamp('2023-01-06 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:00:00'): 11.3,\n",
-       "  Timestamp('2023-01-06 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:00:00'): 9.6,\n",
-       "  Timestamp('2023-01-06 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:00:00'): 10.8,\n",
-       "  Timestamp('2023-01-06 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:00:00'): 11.2,\n",
-       "  Timestamp('2023-01-06 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:00:00'): 10.4,\n",
-       "  Timestamp('2023-01-07 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-07 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-07 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-07 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-07 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-07 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-07 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-07 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-07 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-07 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-07 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-07 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-07 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-07 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-07 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-07 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:00:00'): 8.4,\n",
-       "  Timestamp('2023-01-07 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:00:00'): 9.0,\n",
-       "  Timestamp('2023-01-07 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:00:00'): 8.7,\n",
-       "  Timestamp('2023-01-07 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:00:00'): 8.7,\n",
-       "  Timestamp('2023-01-07 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-07 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): 9.0,\n",
-       "  Timestamp('2023-01-07 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): 9.7,\n",
-       "  Timestamp('2023-01-07 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): 8.4,\n",
-       "  Timestamp('2023-01-07 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-08 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:30:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_WVHT': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 08:00:00'): nan,\n",
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-       "  Timestamp('2023-01-12 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 23:00:00'): nan,\n",
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-       "  Timestamp('2023-01-13 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 04:00:00'): nan,\n",
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-       "  Timestamp('2023-01-13 17:00:00'): nan,\n",
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-       "  Timestamp('2023-01-16 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 02:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-21 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-21 07:00:00'): nan,\n",
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-       "  Timestamp('2023-01-21 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-21 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 20:00:00'): nan,\n",
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-       "  Timestamp('2023-01-21 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 23:00:00'): nan,\n",
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-       "  Timestamp('2023-01-22 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 07:00:00'): nan,\n",
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-       "  Timestamp('2023-01-23 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 22:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 02:00:00'): nan,\n",
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-       "  Timestamp('2023-01-30 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 19:00:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_DPD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 20:00:00'): nan,\n",
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-       "  Timestamp('2023-01-14 18:00:00'): nan,\n",
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-       "  Timestamp('2023-01-15 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 18:00:00'): nan,\n",
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-       "  Timestamp('2023-01-16 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-22 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 10:00:00'): nan,\n",
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-       "  Timestamp('2023-01-22 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 13:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-25 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 18:00:00'): nan,\n",
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-       "  Timestamp('2023-01-30 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 19:00:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_APD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 20:00:00'): nan,\n",
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-       "  Timestamp('2023-01-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 10:00:00'): nan,\n",
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-       "  Timestamp('2023-01-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 22:00:00'): nan,\n",
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-       "  Timestamp('2023-01-12 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-12 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 06:00:00'): nan,\n",
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-       "  Timestamp('2023-01-12 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 13:00:00'): nan,\n",
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-       "  Timestamp('2023-01-12 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-13 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 16:00:00'): nan,\n",
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-       "  Timestamp('2023-01-13 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-17 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 20:00:00'): nan,\n",
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-       "  Timestamp('2023-01-21 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 04:00:00'): nan,\n",
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-       "  Timestamp('2023-01-23 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 15:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 01:00:00'): nan,\n",
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-       "  Timestamp('2023-01-25 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-31 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 19:00:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_MWD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-12 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 13:00:00'): nan,\n",
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-       "  Timestamp('2023-01-12 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 00:00:00'): nan,\n",
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-       "  Timestamp('2023-01-13 02:00:00'): nan,\n",
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-       "  Timestamp('2023-01-13 04:00:00'): nan,\n",
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-       "  Timestamp('2023-01-13 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 16:00:00'): nan,\n",
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-       "  Timestamp('2023-01-13 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-14 18:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-21 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-22 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-23 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-23 13:00:00'): nan,\n",
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-       "  Timestamp('2023-01-23 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-23 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-23 23:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 01:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 11:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 13:00:00'): nan,\n",
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-       "  Timestamp('2023-01-24 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-24 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 04:00:00'): nan,\n",
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-       "  Timestamp('2023-01-25 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 19:00:00'): nan,\n",
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-       "  Timestamp('2023-02-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 19:00:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_PRES': {Timestamp('2023-01-01 00:00:00'): 1011.3,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 1011.5,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 1011.8,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 1010.6,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 1011.1,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 1011.0,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 1011.6,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 1012.3,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 1012.5,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 1013.4,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 1013.9,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 1014.4,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 1015.2,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 1016.2,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 1017.0,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 1017.7,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 1017.8,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 1017.3,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 1016.9,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 1016.2,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 1016.0,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 1016.1,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 1016.7,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 1017.5,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 1018.0,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 1018.6,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-02 04:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-02 05:00:00'): 1019.1,\n",
-       "  Timestamp('2023-01-02 06:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-02 07:00:00'): 1019.2,\n",
-       "  Timestamp('2023-01-02 08:00:00'): 1019.9,\n",
-       "  Timestamp('2023-01-02 09:00:00'): 1019.9,\n",
-       "  Timestamp('2023-01-02 10:00:00'): 1020.3,\n",
-       "  Timestamp('2023-01-02 11:00:00'): 1020.6,\n",
-       "  Timestamp('2023-01-02 12:00:00'): 1021.2,\n",
-       "  Timestamp('2023-01-02 13:00:00'): 1021.8,\n",
-       "  Timestamp('2023-01-02 14:00:00'): 1022.0,\n",
-       "  Timestamp('2023-01-02 15:00:00'): 1022.2,\n",
-       "  Timestamp('2023-01-02 16:00:00'): 1022.1,\n",
-       "  Timestamp('2023-01-02 17:00:00'): 1021.3,\n",
-       "  Timestamp('2023-01-02 18:00:00'): 1021.0,\n",
-       "  Timestamp('2023-01-02 19:00:00'): 1020.8,\n",
-       "  Timestamp('2023-01-02 20:00:00'): 1020.1,\n",
-       "  Timestamp('2023-01-02 21:00:00'): 1019.9,\n",
-       "  Timestamp('2023-01-02 22:00:00'): 1020.0,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 1020.4,\n",
-       "  Timestamp('2023-01-03 00:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-03 01:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-03 02:00:00'): 1020.6,\n",
-       "  Timestamp('2023-01-03 03:00:00'): 1020.4,\n",
-       "  Timestamp('2023-01-03 04:00:00'): 1020.3,\n",
-       "  Timestamp('2023-01-03 05:00:00'): 1019.6,\n",
-       "  Timestamp('2023-01-03 06:00:00'): 1019.2,\n",
-       "  Timestamp('2023-01-03 07:00:00'): 1019.5,\n",
-       "  Timestamp('2023-01-03 08:00:00'): 1019.3,\n",
-       "  Timestamp('2023-01-03 09:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-03 10:00:00'): 1017.9,\n",
-       "  Timestamp('2023-01-03 11:00:00'): 1017.4,\n",
-       "  Timestamp('2023-01-03 12:00:00'): 1017.2,\n",
-       "  Timestamp('2023-01-03 13:00:00'): 1017.1,\n",
-       "  Timestamp('2023-01-03 14:00:00'): 1016.9,\n",
-       "  Timestamp('2023-01-03 15:00:00'): 1016.4,\n",
-       "  Timestamp('2023-01-03 16:00:00'): 1016.0,\n",
-       "  Timestamp('2023-01-03 17:00:00'): 1015.8,\n",
-       "  Timestamp('2023-01-03 18:00:00'): 1014.2,\n",
-       "  Timestamp('2023-01-03 19:00:00'): 1012.9,\n",
-       "  Timestamp('2023-01-03 20:00:00'): 1012.1,\n",
-       "  Timestamp('2023-01-03 21:00:00'): 1011.3,\n",
-       "  Timestamp('2023-01-03 22:00:00'): 1011.3,\n",
-       "  Timestamp('2023-01-03 23:00:00'): 1011.2,\n",
-       "  Timestamp('2023-01-04 00:00:00'): 1011.9,\n",
-       "  Timestamp('2023-01-04 01:00:00'): 1011.4,\n",
-       "  Timestamp('2023-01-04 02:00:00'): 1011.6,\n",
-       "  Timestamp('2023-01-04 03:00:00'): 1010.4,\n",
-       "  Timestamp('2023-01-04 04:00:00'): 1009.9,\n",
-       "  Timestamp('2023-01-04 05:00:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 06:00:00'): 1010.8,\n",
-       "  Timestamp('2023-01-04 07:00:00'): 1011.5,\n",
-       "  Timestamp('2023-01-04 08:00:00'): 1012.4,\n",
-       "  Timestamp('2023-01-04 09:00:00'): 1012.1,\n",
-       "  Timestamp('2023-01-04 10:00:00'): 1012.6,\n",
-       "  Timestamp('2023-01-04 11:00:00'): 1012.6,\n",
-       "  Timestamp('2023-01-04 12:00:00'): 1012.8,\n",
-       "  Timestamp('2023-01-04 13:00:00'): 1013.0,\n",
-       "  Timestamp('2023-01-04 14:00:00'): 1013.3,\n",
-       "  Timestamp('2023-01-04 15:00:00'): 1013.7,\n",
-       "  Timestamp('2023-01-04 16:00:00'): 1013.4,\n",
-       "  Timestamp('2023-01-04 17:00:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 18:00:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 19:00:00'): 1010.9,\n",
-       "  Timestamp('2023-01-04 20:00:00'): 1009.8,\n",
-       "  Timestamp('2023-01-04 21:00:00'): 1009.2,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 1010.7,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 1009.6,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 1008.4,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 1009.9,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 1009.5,\n",
-       "  Timestamp('2023-01-05 03:00:00'): 1010.1,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 1010.5,\n",
-       "  Timestamp('2023-01-05 05:00:00'): 1011.8,\n",
-       "  Timestamp('2023-01-05 06:00:00'): 1012.0,\n",
-       "  Timestamp('2023-01-05 07:00:00'): 1012.6,\n",
-       "  Timestamp('2023-01-05 08:00:00'): 1013.4,\n",
-       "  Timestamp('2023-01-05 09:00:00'): 1013.9,\n",
-       "  Timestamp('2023-01-05 10:00:00'): 1014.0,\n",
-       "  Timestamp('2023-01-05 11:00:00'): 1014.1,\n",
-       "  Timestamp('2023-01-05 13:00:00'): 1015.3,\n",
-       "  Timestamp('2023-01-05 14:00:00'): 1015.6,\n",
-       "  Timestamp('2023-01-05 16:00:00'): 1016.2,\n",
-       "  Timestamp('2023-01-05 17:00:00'): 1015.2,\n",
-       "  Timestamp('2023-01-05 18:00:00'): 1014.7,\n",
-       "  Timestamp('2023-01-05 19:00:00'): 1013.9,\n",
-       "  Timestamp('2023-01-05 20:00:00'): 1013.3,\n",
-       "  Timestamp('2023-01-05 21:00:00'): 1013.3,\n",
-       "  Timestamp('2023-01-05 22:00:00'): 1013.4,\n",
-       "  Timestamp('2023-01-05 23:00:00'): 1013.3,\n",
-       "  Timestamp('2023-01-06 00:00:00'): 1013.7,\n",
-       "  Timestamp('2023-01-06 01:00:00'): 1013.5,\n",
-       "  Timestamp('2023-01-06 02:00:00'): 1014.0,\n",
-       "  Timestamp('2023-01-06 03:00:00'): 1014.1,\n",
-       "  Timestamp('2023-01-06 04:00:00'): 1014.9,\n",
-       "  Timestamp('2023-01-06 05:00:00'): 1015.0,\n",
-       "  Timestamp('2023-01-06 06:00:00'): 1014.9,\n",
-       "  Timestamp('2023-01-06 07:00:00'): 1014.9,\n",
-       "  Timestamp('2023-01-06 08:00:00'): 1015.5,\n",
-       "  Timestamp('2023-01-06 09:00:00'): 1015.4,\n",
-       "  Timestamp('2023-01-06 10:00:00'): 1015.1,\n",
-       "  Timestamp('2023-01-06 11:00:00'): 1015.6,\n",
-       "  Timestamp('2023-01-06 12:00:00'): 1016.2,\n",
-       "  Timestamp('2023-01-06 13:00:00'): 1017.4,\n",
-       "  Timestamp('2023-01-06 14:00:00'): 1017.9,\n",
-       "  Timestamp('2023-01-06 15:00:00'): 1018.1,\n",
-       "  Timestamp('2023-01-06 16:00:00'): 1018.3,\n",
-       "  Timestamp('2023-01-06 17:00:00'): 1018.1,\n",
-       "  Timestamp('2023-01-06 18:00:00'): 1018.1,\n",
-       "  Timestamp('2023-01-06 19:00:00'): 1018.2,\n",
-       "  Timestamp('2023-01-06 20:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-06 21:00:00'): 1019.8,\n",
-       "  Timestamp('2023-01-06 22:00:00'): 1020.6,\n",
-       "  Timestamp('2023-01-06 23:00:00'): 1021.5,\n",
-       "  Timestamp('2023-01-07 00:00:00'): 1022.4,\n",
-       "  Timestamp('2023-01-07 01:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-07 02:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-07 03:00:00'): 1023.5,\n",
-       "  Timestamp('2023-01-07 04:00:00'): 1024.2,\n",
-       "  Timestamp('2023-01-07 05:00:00'): 1024.2,\n",
-       "  Timestamp('2023-01-07 06:00:00'): 1023.9,\n",
-       "  Timestamp('2023-01-07 07:00:00'): 1023.9,\n",
-       "  Timestamp('2023-01-07 08:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-07 09:00:00'): 1023.9,\n",
-       "  Timestamp('2023-01-07 10:00:00'): 1023.7,\n",
-       "  Timestamp('2023-01-07 11:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-07 12:00:00'): 1024.5,\n",
-       "  Timestamp('2023-01-07 13:00:00'): 1024.9,\n",
-       "  Timestamp('2023-01-07 14:00:00'): 1025.1,\n",
-       "  Timestamp('2023-01-07 15:00:00'): 1025.5,\n",
-       "  Timestamp('2023-01-07 16:00:00'): 1024.9,\n",
-       "  Timestamp('2023-01-07 17:00:00'): 1024.0,\n",
-       "  Timestamp('2023-01-07 18:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-07 19:00:00'): 1022.7,\n",
-       "  Timestamp('2023-01-07 20:00:00'): 1023.0,\n",
-       "  Timestamp('2023-01-07 21:00:00'): 1023.8,\n",
-       "  Timestamp('2023-01-07 22:00:00'): 1024.7,\n",
-       "  Timestamp('2023-01-07 23:00:00'): 1025.6,\n",
-       "  Timestamp('2023-01-08 00:00:00'): 1026.4,\n",
-       "  Timestamp('2023-01-08 01:00:00'): 1027.1,\n",
-       "  Timestamp('2023-01-08 02:00:00'): 1027.4,\n",
-       "  Timestamp('2023-01-08 03:00:00'): 1027.5,\n",
-       "  Timestamp('2023-01-08 04:00:00'): 1028.2,\n",
-       "  Timestamp('2023-01-08 05:00:00'): 1028.3,\n",
-       "  Timestamp('2023-01-08 06:00:00'): 1028.1,\n",
-       "  Timestamp('2023-01-08 07:00:00'): 1028.2,\n",
-       "  Timestamp('2023-01-08 08:00:00'): 1028.7,\n",
-       "  Timestamp('2023-01-08 09:00:00'): 1028.6,\n",
-       "  Timestamp('2023-01-08 10:00:00'): 1028.4,\n",
-       "  Timestamp('2023-01-08 11:00:00'): 1028.3,\n",
-       "  Timestamp('2023-01-08 12:00:00'): 1028.6,\n",
-       "  Timestamp('2023-01-08 13:00:00'): 1029.1,\n",
-       "  Timestamp('2023-01-08 14:00:00'): 1029.3,\n",
-       "  Timestamp('2023-01-08 15:00:00'): 1029.3,\n",
-       "  Timestamp('2023-01-08 16:00:00'): 1029.5,\n",
-       "  Timestamp('2023-01-08 17:00:00'): 1028.0,\n",
-       "  Timestamp('2023-01-08 18:00:00'): 1026.9,\n",
-       "  Timestamp('2023-01-08 19:00:00'): 1026.3,\n",
-       "  Timestamp('2023-01-08 20:00:00'): 1025.7,\n",
-       "  Timestamp('2023-01-08 21:00:00'): 1024.9,\n",
-       "  Timestamp('2023-01-08 22:00:00'): 1024.4,\n",
-       "  Timestamp('2023-01-08 23:00:00'): 1023.5,\n",
-       "  Timestamp('2023-01-09 00:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-09 01:00:00'): 1023.0,\n",
-       "  Timestamp('2023-01-09 02:00:00'): 1022.2,\n",
-       "  Timestamp('2023-01-09 03:00:00'): 1022.1,\n",
-       "  Timestamp('2023-01-09 04:00:00'): 1020.7,\n",
-       "  Timestamp('2023-01-09 05:00:00'): 1019.6,\n",
-       "  Timestamp('2023-01-09 06:00:00'): 1018.2,\n",
-       "  Timestamp('2023-01-09 07:00:00'): 1017.4,\n",
-       "  Timestamp('2023-01-09 08:00:00'): 1017.1,\n",
-       "  Timestamp('2023-01-09 09:00:00'): 1016.5,\n",
-       "  Timestamp('2023-01-09 10:00:00'): 1016.3,\n",
-       "  Timestamp('2023-01-09 11:00:00'): 1016.3,\n",
-       "  Timestamp('2023-01-09 12:00:00'): 1016.8,\n",
-       "  Timestamp('2023-01-09 13:00:00'): 1017.1,\n",
-       "  Timestamp('2023-01-09 14:00:00'): 1017.6,\n",
-       "  Timestamp('2023-01-09 15:00:00'): 1017.9,\n",
-       "  Timestamp('2023-01-09 16:00:00'): 1017.7,\n",
-       "  Timestamp('2023-01-09 17:00:00'): 1017.1,\n",
-       "  Timestamp('2023-01-09 18:00:00'): 1016.4,\n",
-       "  Timestamp('2023-01-09 19:00:00'): 1015.9,\n",
-       "  Timestamp('2023-01-09 20:00:00'): 1016.3,\n",
-       "  Timestamp('2023-01-09 21:00:00'): 1016.7,\n",
-       "  Timestamp('2023-01-09 22:00:00'): 1017.2,\n",
-       "  Timestamp('2023-01-09 23:00:00'): 1017.7,\n",
-       "  Timestamp('2023-01-10 00:00:00'): 1017.9,\n",
-       "  Timestamp('2023-01-10 01:00:00'): 1017.9,\n",
-       "  Timestamp('2023-01-10 02:00:00'): 1018.0,\n",
-       "  Timestamp('2023-01-10 03:00:00'): 1018.2,\n",
-       "  Timestamp('2023-01-10 04:00:00'): 1018.3,\n",
-       "  Timestamp('2023-01-10 05:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-10 06:00:00'): 1018.7,\n",
-       "  Timestamp('2023-01-10 07:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-10 08:00:00'): 1019.5,\n",
-       "  Timestamp('2023-01-10 09:00:00'): 1019.9,\n",
-       "  Timestamp('2023-01-10 10:00:00'): 1019.9,\n",
-       "  Timestamp('2023-01-10 11:00:00'): 1020.2,\n",
-       "  Timestamp('2023-01-10 12:00:00'): 1020.4,\n",
-       "  Timestamp('2023-01-10 13:00:00'): 1020.6,\n",
-       "  Timestamp('2023-01-10 14:00:00'): 1020.4,\n",
-       "  Timestamp('2023-01-10 15:00:00'): 1020.6,\n",
-       "  Timestamp('2023-01-10 16:00:00'): 1020.6,\n",
-       "  Timestamp('2023-01-10 17:00:00'): 1020.0,\n",
-       "  Timestamp('2023-01-10 18:00:00'): 1019.1,\n",
-       "  Timestamp('2023-01-10 19:00:00'): 1018.2,\n",
-       "  Timestamp('2023-01-10 20:00:00'): 1018.2,\n",
-       "  Timestamp('2023-01-10 21:00:00'): 1018.3,\n",
-       "  Timestamp('2023-01-10 22:00:00'): 1018.9,\n",
-       "  Timestamp('2023-01-10 23:00:00'): 1019.3,\n",
-       "  Timestamp('2023-01-11 00:00:00'): 1019.6,\n",
-       "  Timestamp('2023-01-11 01:00:00'): 1019.9,\n",
-       "  Timestamp('2023-01-11 02:00:00'): 1019.8,\n",
-       "  Timestamp('2023-01-11 03:00:00'): 1020.1,\n",
-       "  Timestamp('2023-01-11 04:00:00'): 1020.6,\n",
-       "  Timestamp('2023-01-11 05:00:00'): 1021.0,\n",
-       "  Timestamp('2023-01-11 06:00:00'): 1020.9,\n",
-       "  Timestamp('2023-01-11 07:00:00'): 1021.1,\n",
-       "  Timestamp('2023-01-11 08:00:00'): 1022.2,\n",
-       "  Timestamp('2023-01-11 09:00:00'): 1021.3,\n",
-       "  Timestamp('2023-01-11 10:00:00'): 1021.8,\n",
-       "  Timestamp('2023-01-11 11:00:00'): 1022.5,\n",
-       "  Timestamp('2023-01-11 12:00:00'): 1023.0,\n",
-       "  Timestamp('2023-01-11 13:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-11 14:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-11 15:00:00'): 1024.3,\n",
-       "  Timestamp('2023-01-11 16:00:00'): 1024.7,\n",
-       "  Timestamp('2023-01-11 17:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-11 18:00:00'): 1023.0,\n",
-       "  Timestamp('2023-01-11 19:00:00'): 1022.7,\n",
-       "  Timestamp('2023-01-11 20:00:00'): 1023.1,\n",
-       "  Timestamp('2023-01-11 21:00:00'): 1023.3,\n",
-       "  Timestamp('2023-01-11 22:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-11 23:00:00'): 1023.1,\n",
-       "  Timestamp('2023-01-12 00:00:00'): 1023.3,\n",
-       "  Timestamp('2023-01-12 01:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-12 02:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-12 03:00:00'): 1023.8,\n",
-       "  Timestamp('2023-01-12 04:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-12 05:00:00'): 1022.6,\n",
-       "  Timestamp('2023-01-12 06:00:00'): 1022.1,\n",
-       "  Timestamp('2023-01-12 07:00:00'): 1021.6,\n",
-       "  Timestamp('2023-01-12 08:00:00'): 1021.2,\n",
-       "  Timestamp('2023-01-12 09:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-12 10:00:00'): 1020.4,\n",
-       "  Timestamp('2023-01-12 11:00:00'): 1020.2,\n",
-       "  Timestamp('2023-01-12 12:00:00'): 1020.0,\n",
-       "  Timestamp('2023-01-12 13:00:00'): 1019.7,\n",
-       "  Timestamp('2023-01-12 14:00:00'): 1019.7,\n",
-       "  Timestamp('2023-01-12 15:00:00'): 1019.4,\n",
-       "  Timestamp('2023-01-12 16:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-12 17:00:00'): 1016.6,\n",
-       "  Timestamp('2023-01-12 18:00:00'): 1015.0,\n",
-       "  Timestamp('2023-01-12 19:00:00'): 1014.0,\n",
-       "  Timestamp('2023-01-12 20:00:00'): 1013.6,\n",
-       "  Timestamp('2023-01-12 21:00:00'): 1012.0,\n",
-       "  Timestamp('2023-01-12 22:00:00'): 1010.8,\n",
-       "  Timestamp('2023-01-12 23:00:00'): 1010.0,\n",
-       "  Timestamp('2023-01-13 00:00:00'): 1009.1,\n",
-       "  Timestamp('2023-01-13 01:00:00'): 1007.8,\n",
-       "  Timestamp('2023-01-13 02:00:00'): 1006.1,\n",
-       "  Timestamp('2023-01-13 03:00:00'): 1006.0,\n",
-       "  Timestamp('2023-01-13 04:00:00'): 1005.7,\n",
-       "  Timestamp('2023-01-13 05:00:00'): 1004.9,\n",
-       "  Timestamp('2023-01-13 06:00:00'): 1003.6,\n",
-       "  Timestamp('2023-01-13 07:00:00'): 1003.5,\n",
-       "  Timestamp('2023-01-13 08:00:00'): 1002.6,\n",
-       "  Timestamp('2023-01-13 09:00:00'): 1002.3,\n",
-       "  Timestamp('2023-01-13 10:00:00'): 1001.9,\n",
-       "  Timestamp('2023-01-13 11:00:00'): 1002.3,\n",
-       "  Timestamp('2023-01-13 12:00:00'): 1003.2,\n",
-       "  Timestamp('2023-01-13 13:00:00'): 1004.0,\n",
-       "  Timestamp('2023-01-13 14:00:00'): 1005.0,\n",
-       "  Timestamp('2023-01-13 15:00:00'): 1006.2,\n",
-       "  Timestamp('2023-01-13 16:00:00'): 1006.4,\n",
-       "  Timestamp('2023-01-13 17:00:00'): 1005.0,\n",
-       "  Timestamp('2023-01-13 18:00:00'): 1005.2,\n",
-       "  Timestamp('2023-01-13 19:00:00'): 1005.5,\n",
-       "  Timestamp('2023-01-13 20:00:00'): 1005.8,\n",
-       "  Timestamp('2023-01-13 21:00:00'): 1006.4,\n",
-       "  Timestamp('2023-01-13 22:00:00'): 1007.6,\n",
-       "  Timestamp('2023-01-13 23:00:00'): 1008.6,\n",
-       "  Timestamp('2023-01-14 00:00:00'): 1009.2,\n",
-       "  Timestamp('2023-01-14 01:00:00'): 1009.1,\n",
-       "  Timestamp('2023-01-14 02:00:00'): 1009.3,\n",
-       "  Timestamp('2023-01-14 03:00:00'): 1009.0,\n",
-       "  Timestamp('2023-01-14 04:00:00'): 1008.6,\n",
-       "  Timestamp('2023-01-14 05:00:00'): 1009.2,\n",
-       "  Timestamp('2023-01-14 06:00:00'): 1009.0,\n",
-       "  Timestamp('2023-01-14 07:00:00'): 1009.8,\n",
-       "  Timestamp('2023-01-14 08:00:00'): 1009.6,\n",
-       "  Timestamp('2023-01-14 09:00:00'): 1010.2,\n",
-       "  Timestamp('2023-01-14 10:00:00'): 1010.6,\n",
-       "  Timestamp('2023-01-14 11:00:00'): 1011.3,\n",
-       "  Timestamp('2023-01-14 12:00:00'): 1011.4,\n",
-       "  Timestamp('2023-01-14 13:00:00'): 1011.9,\n",
-       "  Timestamp('2023-01-14 14:00:00'): 1013.1,\n",
-       "  Timestamp('2023-01-14 15:00:00'): 1013.8,\n",
-       "  Timestamp('2023-01-14 16:00:00'): 1013.0,\n",
-       "  Timestamp('2023-01-14 17:00:00'): 1013.1,\n",
-       "  Timestamp('2023-01-14 18:00:00'): 1013.1,\n",
-       "  Timestamp('2023-01-14 19:00:00'): 1012.6,\n",
-       "  Timestamp('2023-01-14 20:00:00'): 1013.3,\n",
-       "  Timestamp('2023-01-14 21:00:00'): 1013.3,\n",
-       "  Timestamp('2023-01-14 22:00:00'): 1013.7,\n",
-       "  Timestamp('2023-01-14 23:00:00'): 1014.5,\n",
-       "  Timestamp('2023-01-15 00:00:00'): 1014.4,\n",
-       "  Timestamp('2023-01-15 01:00:00'): 1014.3,\n",
-       "  Timestamp('2023-01-15 02:00:00'): 1015.0,\n",
-       "  Timestamp('2023-01-15 03:00:00'): 1016.6,\n",
-       "  Timestamp('2023-01-15 04:00:00'): 1016.4,\n",
-       "  Timestamp('2023-01-15 05:00:00'): 1016.6,\n",
-       "  Timestamp('2023-01-15 06:00:00'): 1016.5,\n",
-       "  Timestamp('2023-01-15 07:00:00'): 1017.1,\n",
-       "  Timestamp('2023-01-15 08:00:00'): 1017.2,\n",
-       "  Timestamp('2023-01-15 09:00:00'): 1017.1,\n",
-       "  Timestamp('2023-01-15 10:00:00'): 1017.6,\n",
-       "  Timestamp('2023-01-15 11:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-15 12:00:00'): 1018.7,\n",
-       "  Timestamp('2023-01-15 13:00:00'): 1019.5,\n",
-       "  Timestamp('2023-01-15 14:00:00'): 1020.4,\n",
-       "  Timestamp('2023-01-15 15:00:00'): 1020.6,\n",
-       "  Timestamp('2023-01-15 16:00:00'): 1020.4,\n",
-       "  Timestamp('2023-01-15 17:00:00'): 1019.4,\n",
-       "  Timestamp('2023-01-15 18:00:00'): 1019.0,\n",
-       "  Timestamp('2023-01-15 19:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-15 20:00:00'): 1018.4,\n",
-       "  Timestamp('2023-01-15 21:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-15 22:00:00'): 1018.7,\n",
-       "  Timestamp('2023-01-15 23:00:00'): 1018.9,\n",
-       "  Timestamp('2023-01-16 00:00:00'): 1019.0,\n",
-       "  Timestamp('2023-01-16 01:00:00'): 1018.9,\n",
-       "  Timestamp('2023-01-16 02:00:00'): 1019.1,\n",
-       "  Timestamp('2023-01-16 03:00:00'): 1019.5,\n",
-       "  Timestamp('2023-01-16 04:00:00'): 1019.2,\n",
-       "  Timestamp('2023-01-16 05:00:00'): 1019.3,\n",
-       "  Timestamp('2023-01-16 06:00:00'): 1018.7,\n",
-       "  Timestamp('2023-01-16 07:00:00'): 1018.4,\n",
-       "  Timestamp('2023-01-16 08:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-16 09:00:00'): 1018.1,\n",
-       "  Timestamp('2023-01-16 10:00:00'): 1018.4,\n",
-       "  Timestamp('2023-01-16 11:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-16 12:00:00'): 1018.4,\n",
-       "  Timestamp('2023-01-16 13:00:00'): 1018.7,\n",
-       "  Timestamp('2023-01-16 14:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-16 15:00:00'): 1017.9,\n",
-       "  Timestamp('2023-01-16 16:00:00'): 1017.5,\n",
-       "  Timestamp('2023-01-16 17:00:00'): 1016.3,\n",
-       "  Timestamp('2023-01-16 18:00:00'): 1015.0,\n",
-       "  Timestamp('2023-01-16 19:00:00'): 1013.6,\n",
-       "  Timestamp('2023-01-16 20:00:00'): 1013.4,\n",
-       "  Timestamp('2023-01-16 21:00:00'): 1013.7,\n",
-       "  Timestamp('2023-01-16 22:00:00'): 1013.6,\n",
-       "  Timestamp('2023-01-16 23:00:00'): 1013.2,\n",
-       "  Timestamp('2023-01-17 00:00:00'): 1013.8,\n",
-       "  Timestamp('2023-01-17 01:00:00'): 1013.6,\n",
-       "  Timestamp('2023-01-17 02:00:00'): 1013.8,\n",
-       "  Timestamp('2023-01-17 03:00:00'): 1013.4,\n",
-       "  Timestamp('2023-01-17 04:00:00'): 1012.9,\n",
-       "  Timestamp('2023-01-17 05:00:00'): 1012.6,\n",
-       "  Timestamp('2023-01-17 06:00:00'): 1011.7,\n",
-       "  Timestamp('2023-01-17 07:00:00'): 1011.2,\n",
-       "  Timestamp('2023-01-17 08:00:00'): 1010.9,\n",
-       "  Timestamp('2023-01-17 09:00:00'): 1010.4,\n",
-       "  Timestamp('2023-01-17 10:00:00'): 1009.8,\n",
-       "  Timestamp('2023-01-17 11:00:00'): 1009.7,\n",
-       "  Timestamp('2023-01-17 12:00:00'): 1009.8,\n",
-       "  Timestamp('2023-01-17 13:00:00'): 1009.5,\n",
-       "  Timestamp('2023-01-17 14:00:00'): 1009.4,\n",
-       "  Timestamp('2023-01-17 15:00:00'): 1009.6,\n",
-       "  Timestamp('2023-01-17 16:00:00'): 1009.2,\n",
-       "  Timestamp('2023-01-17 17:00:00'): 1008.0,\n",
-       "  Timestamp('2023-01-17 18:00:00'): 1006.6,\n",
-       "  Timestamp('2023-01-17 19:00:00'): 1005.9,\n",
-       "  Timestamp('2023-01-17 20:00:00'): 1006.3,\n",
-       "  Timestamp('2023-01-17 21:00:00'): 1005.9,\n",
-       "  Timestamp('2023-01-17 22:00:00'): 1006.0,\n",
-       "  Timestamp('2023-01-17 23:00:00'): 1006.2,\n",
-       "  Timestamp('2023-01-18 00:00:00'): 1006.8,\n",
-       "  Timestamp('2023-01-18 01:00:00'): 1007.3,\n",
-       "  Timestamp('2023-01-18 02:00:00'): 1007.4,\n",
-       "  Timestamp('2023-01-18 03:00:00'): 1006.9,\n",
-       "  Timestamp('2023-01-18 04:00:00'): 1007.5,\n",
-       "  Timestamp('2023-01-18 05:00:00'): 1007.8,\n",
-       "  Timestamp('2023-01-18 06:00:00'): 1007.1,\n",
-       "  Timestamp('2023-01-18 07:00:00'): 1007.3,\n",
-       "  Timestamp('2023-01-18 08:00:00'): 1007.5,\n",
-       "  Timestamp('2023-01-18 09:00:00'): 1008.1,\n",
-       "  Timestamp('2023-01-18 10:00:00'): 1008.7,\n",
-       "  Timestamp('2023-01-18 11:00:00'): 1009.7,\n",
-       "  Timestamp('2023-01-18 12:00:00'): 1010.5,\n",
-       "  Timestamp('2023-01-18 13:00:00'): 1011.6,\n",
-       "  Timestamp('2023-01-18 14:00:00'): 1013.0,\n",
-       "  Timestamp('2023-01-18 15:00:00'): 1013.5,\n",
-       "  Timestamp('2023-01-18 16:00:00'): 1013.5,\n",
-       "  Timestamp('2023-01-18 17:00:00'): 1013.6,\n",
-       "  Timestamp('2023-01-18 18:00:00'): 1013.4,\n",
-       "  Timestamp('2023-01-18 19:00:00'): 1013.7,\n",
-       "  Timestamp('2023-01-18 20:00:00'): 1014.2,\n",
-       "  Timestamp('2023-01-18 21:00:00'): 1015.5,\n",
-       "  Timestamp('2023-01-18 22:00:00'): 1016.5,\n",
-       "  Timestamp('2023-01-18 23:00:00'): 1017.6,\n",
-       "  Timestamp('2023-01-19 00:00:00'): 1018.2,\n",
-       "  Timestamp('2023-01-19 01:00:00'): 1018.3,\n",
-       "  Timestamp('2023-01-19 02:00:00'): 1018.7,\n",
-       "  Timestamp('2023-01-19 03:00:00'): 1018.3,\n",
-       "  Timestamp('2023-01-19 04:00:00'): 1019.0,\n",
-       "  Timestamp('2023-01-19 05:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-19 06:00:00'): 1019.1,\n",
-       "  Timestamp('2023-01-19 07:00:00'): 1018.6,\n",
-       "  Timestamp('2023-01-19 08:00:00'): 1018.4,\n",
-       "  Timestamp('2023-01-19 09:00:00'): 1018.2,\n",
-       "  Timestamp('2023-01-19 10:00:00'): 1018.1,\n",
-       "  Timestamp('2023-01-19 11:00:00'): 1018.2,\n",
-       "  Timestamp('2023-01-19 12:00:00'): 1017.9,\n",
-       "  Timestamp('2023-01-19 13:00:00'): 1017.2,\n",
-       "  Timestamp('2023-01-19 14:00:00'): 1017.5,\n",
-       "  Timestamp('2023-01-19 15:00:00'): 1015.9,\n",
-       "  Timestamp('2023-01-19 16:00:00'): 1014.9,\n",
-       "  Timestamp('2023-01-19 17:00:00'): 1012.6,\n",
-       "  Timestamp('2023-01-19 18:00:00'): 1010.2,\n",
-       "  Timestamp('2023-01-19 19:00:00'): 1009.1,\n",
-       "  Timestamp('2023-01-19 20:00:00'): 1008.1,\n",
-       "  Timestamp('2023-01-19 21:00:00'): 1007.5,\n",
-       "  Timestamp('2023-01-19 22:00:00'): 1006.5,\n",
-       "  Timestamp('2023-01-19 23:00:00'): 1005.6,\n",
-       "  Timestamp('2023-01-20 00:00:00'): 1004.8,\n",
-       "  Timestamp('2023-01-20 01:00:00'): 1004.1,\n",
-       "  Timestamp('2023-01-20 02:00:00'): 1004.6,\n",
-       "  Timestamp('2023-01-20 03:00:00'): 1004.4,\n",
-       "  Timestamp('2023-01-20 04:00:00'): 1004.3,\n",
-       "  Timestamp('2023-01-20 05:00:00'): 1004.3,\n",
-       "  Timestamp('2023-01-20 06:00:00'): 1004.8,\n",
-       "  Timestamp('2023-01-20 07:00:00'): 1005.3,\n",
-       "  Timestamp('2023-01-20 08:00:00'): 1005.8,\n",
-       "  Timestamp('2023-01-20 09:00:00'): 1006.0,\n",
-       "  Timestamp('2023-01-20 10:00:00'): 1006.4,\n",
-       "  Timestamp('2023-01-20 11:00:00'): 1007.0,\n",
-       "  Timestamp('2023-01-20 12:00:00'): 1008.0,\n",
-       "  Timestamp('2023-01-20 13:00:00'): 1009.2,\n",
-       "  Timestamp('2023-01-20 14:00:00'): 1009.6,\n",
-       "  Timestamp('2023-01-20 15:00:00'): 1010.0,\n",
-       "  Timestamp('2023-01-20 16:00:00'): 1010.9,\n",
-       "  Timestamp('2023-01-20 17:00:00'): 1010.5,\n",
-       "  Timestamp('2023-01-20 18:00:00'): 1010.5,\n",
-       "  Timestamp('2023-01-20 19:00:00'): 1011.0,\n",
-       "  Timestamp('2023-01-20 20:00:00'): 1011.9,\n",
-       "  Timestamp('2023-01-20 21:00:00'): 1013.3,\n",
-       "  Timestamp('2023-01-20 22:00:00'): 1014.6,\n",
-       "  Timestamp('2023-01-20 23:00:00'): 1016.1,\n",
-       "  Timestamp('2023-01-21 00:00:00'): 1016.7,\n",
-       "  Timestamp('2023-01-21 01:00:00'): 1017.4,\n",
-       "  Timestamp('2023-01-21 02:00:00'): 1017.9,\n",
-       "  Timestamp('2023-01-21 03:00:00'): 1018.0,\n",
-       "  Timestamp('2023-01-21 04:00:00'): 1018.6,\n",
-       "  Timestamp('2023-01-21 05:00:00'): 1018.9,\n",
-       "  Timestamp('2023-01-21 06:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-21 07:00:00'): 1019.2,\n",
-       "  Timestamp('2023-01-21 08:00:00'): 1019.5,\n",
-       "  Timestamp('2023-01-21 09:00:00'): 1019.7,\n",
-       "  Timestamp('2023-01-21 10:00:00'): 1020.2,\n",
-       "  Timestamp('2023-01-21 11:00:00'): 1020.9,\n",
-       "  Timestamp('2023-01-21 12:00:00'): 1021.5,\n",
-       "  Timestamp('2023-01-21 13:00:00'): 1022.2,\n",
-       "  Timestamp('2023-01-21 14:00:00'): 1023.1,\n",
-       "  Timestamp('2023-01-21 15:00:00'): 1023.8,\n",
-       "  Timestamp('2023-01-21 16:00:00'): 1024.3,\n",
-       "  Timestamp('2023-01-21 17:00:00'): 1023.9,\n",
-       "  Timestamp('2023-01-21 18:00:00'): 1023.3,\n",
-       "  Timestamp('2023-01-21 19:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-21 20:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-21 21:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-21 22:00:00'): 1024.5,\n",
-       "  Timestamp('2023-01-21 23:00:00'): 1025.1,\n",
-       "  Timestamp('2023-01-22 00:00:00'): 1024.8,\n",
-       "  Timestamp('2023-01-22 01:00:00'): 1025.2,\n",
-       "  Timestamp('2023-01-22 02:00:00'): 1025.3,\n",
-       "  Timestamp('2023-01-22 03:00:00'): 1025.5,\n",
-       "  Timestamp('2023-01-22 04:00:00'): 1024.4,\n",
-       "  Timestamp('2023-01-22 05:00:00'): 1024.5,\n",
-       "  Timestamp('2023-01-22 06:00:00'): 1024.2,\n",
-       "  Timestamp('2023-01-22 07:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-22 08:00:00'): 1023.8,\n",
-       "  Timestamp('2023-01-22 09:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-22 10:00:00'): 1022.4,\n",
-       "  Timestamp('2023-01-22 11:00:00'): 1022.4,\n",
-       "  Timestamp('2023-01-22 12:00:00'): 1021.6,\n",
-       "  Timestamp('2023-01-22 13:00:00'): 1021.6,\n",
-       "  Timestamp('2023-01-22 14:00:00'): 1021.5,\n",
-       "  Timestamp('2023-01-22 15:00:00'): 1020.9,\n",
-       "  Timestamp('2023-01-22 16:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-22 17:00:00'): 1019.0,\n",
-       "  Timestamp('2023-01-22 18:00:00'): 1017.5,\n",
-       "  Timestamp('2023-01-22 19:00:00'): 1016.6,\n",
-       "  Timestamp('2023-01-22 20:00:00'): 1015.4,\n",
-       "  Timestamp('2023-01-22 21:00:00'): 1014.7,\n",
-       "  Timestamp('2023-01-22 22:00:00'): 1013.0,\n",
-       "  Timestamp('2023-01-22 23:00:00'): 1012.9,\n",
-       "  Timestamp('2023-01-23 00:00:00'): 1011.4,\n",
-       "  Timestamp('2023-01-23 01:00:00'): 1009.5,\n",
-       "  Timestamp('2023-01-23 02:00:00'): 1008.4,\n",
-       "  Timestamp('2023-01-23 03:00:00'): 1007.7,\n",
-       "  Timestamp('2023-01-23 04:00:00'): 1006.5,\n",
-       "  Timestamp('2023-01-23 05:00:00'): 1006.2,\n",
-       "  Timestamp('2023-01-23 06:00:00'): 1004.5,\n",
-       "  Timestamp('2023-01-23 07:00:00'): 1003.5,\n",
-       "  Timestamp('2023-01-23 08:00:00'): 1003.4,\n",
-       "  Timestamp('2023-01-23 09:00:00'): 1003.5,\n",
-       "  Timestamp('2023-01-23 10:00:00'): 1003.7,\n",
-       "  Timestamp('2023-01-23 11:00:00'): 1004.8,\n",
-       "  Timestamp('2023-01-23 12:00:00'): 1005.1,\n",
-       "  Timestamp('2023-01-23 13:00:00'): 1005.9,\n",
-       "  Timestamp('2023-01-23 14:00:00'): 1006.1,\n",
-       "  Timestamp('2023-01-23 15:00:00'): 1006.8,\n",
-       "  Timestamp('2023-01-23 16:00:00'): 1007.5,\n",
-       "  Timestamp('2023-01-23 17:00:00'): 1007.5,\n",
-       "  Timestamp('2023-01-23 18:00:00'): 1008.1,\n",
-       "  Timestamp('2023-01-23 19:00:00'): 1008.7,\n",
-       "  Timestamp('2023-01-23 20:00:00'): 1009.5,\n",
-       "  Timestamp('2023-01-23 21:00:00'): 1011.4,\n",
-       "  Timestamp('2023-01-23 22:00:00'): 1012.8,\n",
-       "  Timestamp('2023-01-23 23:00:00'): 1014.9,\n",
-       "  Timestamp('2023-01-24 00:00:00'): 1016.1,\n",
-       "  Timestamp('2023-01-24 01:00:00'): 1017.3,\n",
-       "  Timestamp('2023-01-24 02:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-24 03:00:00'): 1019.6,\n",
-       "  Timestamp('2023-01-24 04:00:00'): 1020.3,\n",
-       "  Timestamp('2023-01-24 05:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-24 06:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-24 07:00:00'): 1021.1,\n",
-       "  Timestamp('2023-01-24 08:00:00'): 1021.3,\n",
-       "  Timestamp('2023-01-24 09:00:00'): 1022.2,\n",
-       "  Timestamp('2023-01-24 10:00:00'): 1022.6,\n",
-       "  Timestamp('2023-01-24 11:00:00'): 1023.0,\n",
-       "  Timestamp('2023-01-24 12:00:00'): 1023.8,\n",
-       "  Timestamp('2023-01-24 13:00:00'): 1024.4,\n",
-       "  Timestamp('2023-01-24 14:00:00'): 1025.3,\n",
-       "  Timestamp('2023-01-24 15:00:00'): 1025.5,\n",
-       "  Timestamp('2023-01-24 16:00:00'): 1025.3,\n",
-       "  Timestamp('2023-01-24 17:00:00'): 1024.7,\n",
-       "  Timestamp('2023-01-24 18:00:00'): 1024.6,\n",
-       "  Timestamp('2023-01-24 19:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-24 20:00:00'): 1024.0,\n",
-       "  Timestamp('2023-01-24 21:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-24 22:00:00'): 1024.6,\n",
-       "  Timestamp('2023-01-24 23:00:00'): 1025.2,\n",
-       "  Timestamp('2023-01-25 00:00:00'): 1025.7,\n",
-       "  Timestamp('2023-01-25 01:00:00'): 1026.2,\n",
-       "  Timestamp('2023-01-25 02:00:00'): 1027.2,\n",
-       "  Timestamp('2023-01-25 03:00:00'): 1027.0,\n",
-       "  Timestamp('2023-01-25 04:00:00'): 1026.6,\n",
-       "  Timestamp('2023-01-25 05:00:00'): 1026.1,\n",
-       "  Timestamp('2023-01-25 06:00:00'): 1026.0,\n",
-       "  Timestamp('2023-01-25 07:00:00'): 1026.2,\n",
-       "  Timestamp('2023-01-25 08:00:00'): 1026.2,\n",
-       "  Timestamp('2023-01-25 09:00:00'): 1026.3,\n",
-       "  Timestamp('2023-01-25 10:00:00'): 1026.5,\n",
-       "  Timestamp('2023-01-25 11:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-25 12:00:00'): 1024.6,\n",
-       "  Timestamp('2023-01-25 13:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-25 14:00:00'): 1024.8,\n",
-       "  Timestamp('2023-01-25 15:00:00'): 1023.1,\n",
-       "  Timestamp('2023-01-25 16:00:00'): 1022.3,\n",
-       "  Timestamp('2023-01-25 17:00:00'): 1019.4,\n",
-       "  Timestamp('2023-01-25 18:00:00'): 1017.9,\n",
-       "  Timestamp('2023-01-25 19:00:00'): 1016.0,\n",
-       "  Timestamp('2023-01-25 20:00:00'): 1013.0,\n",
-       "  Timestamp('2023-01-25 21:00:00'): 1010.5,\n",
-       "  Timestamp('2023-01-25 22:00:00'): 1008.4,\n",
-       "  Timestamp('2023-01-25 23:00:00'): 1006.4,\n",
-       "  Timestamp('2023-01-26 00:00:00'): 1003.2,\n",
-       "  Timestamp('2023-01-26 01:00:00'): 1004.5,\n",
-       "  Timestamp('2023-01-26 02:00:00'): 1002.5,\n",
-       "  Timestamp('2023-01-26 03:00:00'): 1002.4,\n",
-       "  Timestamp('2023-01-26 04:00:00'): 1002.2,\n",
-       "  Timestamp('2023-01-26 05:00:00'): 1000.6,\n",
-       "  Timestamp('2023-01-26 06:00:00'): 1000.7,\n",
-       "  Timestamp('2023-01-26 07:00:00'): 1001.8,\n",
-       "  Timestamp('2023-01-26 08:00:00'): 1001.8,\n",
-       "  Timestamp('2023-01-26 09:00:00'): 1002.8,\n",
-       "  Timestamp('2023-01-26 10:00:00'): 1003.7,\n",
-       "  Timestamp('2023-01-26 11:00:00'): 1005.1,\n",
-       "  Timestamp('2023-01-26 12:00:00'): 1006.5,\n",
-       "  Timestamp('2023-01-26 13:00:00'): 1007.4,\n",
-       "  Timestamp('2023-01-26 14:00:00'): 1008.2,\n",
-       "  Timestamp('2023-01-26 15:00:00'): 1009.1,\n",
-       "  Timestamp('2023-01-26 16:00:00'): 1009.9,\n",
-       "  Timestamp('2023-01-26 17:00:00'): 1009.7,\n",
-       "  Timestamp('2023-01-26 18:00:00'): 1009.8,\n",
-       "  Timestamp('2023-01-26 19:00:00'): 1010.3,\n",
-       "  Timestamp('2023-01-26 20:00:00'): 1010.8,\n",
-       "  Timestamp('2023-01-26 21:00:00'): 1011.6,\n",
-       "  Timestamp('2023-01-26 22:00:00'): 1012.4,\n",
-       "  Timestamp('2023-01-26 23:00:00'): 1013.4,\n",
-       "  Timestamp('2023-01-27 00:00:00'): 1014.4,\n",
-       "  Timestamp('2023-01-27 01:00:00'): 1015.1,\n",
-       "  Timestamp('2023-01-27 02:00:00'): 1015.6,\n",
-       "  Timestamp('2023-01-27 03:00:00'): 1016.2,\n",
-       "  Timestamp('2023-01-27 04:00:00'): 1016.4,\n",
-       "  Timestamp('2023-01-27 05:00:00'): 1017.2,\n",
-       "  Timestamp('2023-01-27 06:00:00'): 1017.7,\n",
-       "  Timestamp('2023-01-27 07:00:00'): 1018.4,\n",
-       "  Timestamp('2023-01-27 08:00:00'): 1018.5,\n",
-       "  Timestamp('2023-01-27 09:00:00'): 1018.6,\n",
-       "  Timestamp('2023-01-27 10:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-27 11:00:00'): 1019.8,\n",
-       "  Timestamp('2023-01-27 12:00:00'): 1020.9,\n",
-       "  Timestamp('2023-01-27 13:00:00'): 1022.0,\n",
-       "  Timestamp('2023-01-27 14:00:00'): 1023.1,\n",
-       "  Timestamp('2023-01-27 15:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-27 16:00:00'): 1023.0,\n",
-       "  Timestamp('2023-01-27 17:00:00'): 1022.4,\n",
-       "  Timestamp('2023-01-27 18:00:00'): 1021.7,\n",
-       "  Timestamp('2023-01-27 19:00:00'): 1021.4,\n",
-       "  Timestamp('2023-01-27 20:00:00'): 1021.7,\n",
-       "  Timestamp('2023-01-27 21:00:00'): 1022.1,\n",
-       "  Timestamp('2023-01-27 22:00:00'): 1022.1,\n",
-       "  Timestamp('2023-01-27 23:00:00'): 1022.8,\n",
-       "  Timestamp('2023-01-28 00:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-28 01:00:00'): 1024.2,\n",
-       "  Timestamp('2023-01-28 02:00:00'): 1024.0,\n",
-       "  Timestamp('2023-01-28 03:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-28 04:00:00'): 1023.0,\n",
-       "  Timestamp('2023-01-28 05:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-28 06:00:00'): 1023.2,\n",
-       "  Timestamp('2023-01-28 07:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-28 08:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-28 09:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-28 10:00:00'): 1024.4,\n",
-       "  Timestamp('2023-01-28 11:00:00'): 1024.7,\n",
-       "  Timestamp('2023-01-28 12:00:00'): 1024.9,\n",
-       "  Timestamp('2023-01-28 13:00:00'): 1026.1,\n",
-       "  Timestamp('2023-01-28 14:00:00'): 1026.9,\n",
-       "  Timestamp('2023-01-28 15:00:00'): 1027.7,\n",
-       "  Timestamp('2023-01-28 16:00:00'): 1027.6,\n",
-       "  Timestamp('2023-01-28 17:00:00'): 1026.7,\n",
-       "  Timestamp('2023-01-28 18:00:00'): 1025.8,\n",
-       "  Timestamp('2023-01-28 19:00:00'): 1025.6,\n",
-       "  Timestamp('2023-01-28 20:00:00'): 1026.2,\n",
-       "  Timestamp('2023-01-28 21:00:00'): 1026.3,\n",
-       "  Timestamp('2023-01-28 22:00:00'): 1026.7,\n",
-       "  Timestamp('2023-01-28 23:00:00'): 1027.5,\n",
-       "  Timestamp('2023-01-29 00:00:00'): 1027.5,\n",
-       "  Timestamp('2023-01-29 01:00:00'): 1027.5,\n",
-       "  Timestamp('2023-01-29 02:00:00'): 1028.2,\n",
-       "  Timestamp('2023-01-29 03:00:00'): 1028.2,\n",
-       "  Timestamp('2023-01-29 04:00:00'): 1027.8,\n",
-       "  Timestamp('2023-01-29 05:00:00'): 1027.3,\n",
-       "  Timestamp('2023-01-29 06:00:00'): 1026.6,\n",
-       "  Timestamp('2023-01-29 07:00:00'): 1026.3,\n",
-       "  Timestamp('2023-01-29 08:00:00'): 1026.4,\n",
-       "  Timestamp('2023-01-29 09:00:00'): 1026.0,\n",
-       "  Timestamp('2023-01-29 10:00:00'): 1026.0,\n",
-       "  Timestamp('2023-01-29 11:00:00'): 1025.7,\n",
-       "  Timestamp('2023-01-29 12:00:00'): 1025.4,\n",
-       "  Timestamp('2023-01-29 13:00:00'): 1025.3,\n",
-       "  Timestamp('2023-01-29 14:00:00'): 1025.4,\n",
-       "  Timestamp('2023-01-29 15:00:00'): 1025.2,\n",
-       "  Timestamp('2023-01-29 16:00:00'): 1025.2,\n",
-       "  Timestamp('2023-01-29 17:00:00'): 1024.0,\n",
-       "  Timestamp('2023-01-29 18:00:00'): 1022.8,\n",
-       "  Timestamp('2023-01-29 19:00:00'): 1022.1,\n",
-       "  Timestamp('2023-01-29 20:00:00'): 1021.5,\n",
-       "  Timestamp('2023-01-29 21:00:00'): 1022.0,\n",
-       "  Timestamp('2023-01-29 22:00:00'): 1022.6,\n",
-       "  Timestamp('2023-01-29 23:00:00'): 1022.4,\n",
-       "  Timestamp('2023-01-30 00:00:00'): 1022.9,\n",
-       "  Timestamp('2023-01-30 01:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-30 02:00:00'): 1023.7,\n",
-       "  Timestamp('2023-01-30 03:00:00'): 1023.7,\n",
-       "  Timestamp('2023-01-30 04:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-30 05:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-30 06:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-30 07:00:00'): 1022.3,\n",
-       "  Timestamp('2023-01-30 08:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-30 09:00:00'): 1022.7,\n",
-       "  Timestamp('2023-01-30 10:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-30 11:00:00'): 1023.3,\n",
-       "  Timestamp('2023-01-30 12:00:00'): 1023.0,\n",
-       "  Timestamp('2023-01-30 13:00:00'): 1023.3,\n",
-       "  Timestamp('2023-01-30 14:00:00'): 1024.2,\n",
-       "  Timestamp('2023-01-30 15:00:00'): 1024.1,\n",
-       "  Timestamp('2023-01-30 16:00:00'): 1023.8,\n",
-       "  Timestamp('2023-01-30 17:00:00'): 1022.8,\n",
-       "  Timestamp('2023-01-30 18:00:00'): 1021.8,\n",
-       "  Timestamp('2023-01-30 19:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-30 20:00:00'): 1019.6,\n",
-       "  Timestamp('2023-01-30 21:00:00'): 1020.0,\n",
-       "  Timestamp('2023-01-30 22:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-30 23:00:00'): 1020.7,\n",
-       "  Timestamp('2023-01-31 00:00:00'): 1020.7,\n",
-       "  Timestamp('2023-01-31 01:00:00'): 1020.6,\n",
-       "  Timestamp('2023-01-31 02:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-31 03:00:00'): 1020.5,\n",
-       "  Timestamp('2023-01-31 04:00:00'): 1020.2,\n",
-       "  Timestamp('2023-01-31 05:00:00'): 1019.7,\n",
-       "  Timestamp('2023-01-31 06:00:00'): 1019.2,\n",
-       "  Timestamp('2023-01-31 07:00:00'): 1019.2,\n",
-       "  Timestamp('2023-01-31 08:00:00'): 1018.1,\n",
-       "  Timestamp('2023-01-31 09:00:00'): 1018.8,\n",
-       "  Timestamp('2023-01-31 10:00:00'): 1020.0,\n",
-       "  Timestamp('2023-01-31 11:00:00'): 1020.7,\n",
-       "  Timestamp('2023-01-31 12:00:00'): 1022.1,\n",
-       "  Timestamp('2023-01-31 13:00:00'): 1023.4,\n",
-       "  Timestamp('2023-01-31 14:00:00'): 1024.5,\n",
-       "  Timestamp('2023-01-31 15:00:00'): 1024.2,\n",
-       "  Timestamp('2023-01-31 16:00:00'): 1025.4,\n",
-       "  Timestamp('2023-01-31 17:00:00'): 1024.9,\n",
-       "  Timestamp('2023-01-31 18:00:00'): 1024.4,\n",
-       "  Timestamp('2023-01-31 19:00:00'): 1023.9,\n",
-       "  Timestamp('2023-01-31 20:00:00'): 1023.8,\n",
-       "  Timestamp('2023-01-31 21:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-31 22:00:00'): 1023.6,\n",
-       "  Timestamp('2023-01-31 23:00:00'): 1023.6,\n",
-       "  Timestamp('2023-02-01 00:00:00'): 1024.1,\n",
-       "  Timestamp('2023-02-01 01:00:00'): 1024.3,\n",
-       "  Timestamp('2023-02-01 02:00:00'): 1024.7,\n",
-       "  Timestamp('2023-02-01 03:00:00'): 1024.2,\n",
-       "  Timestamp('2023-02-01 04:00:00'): 1023.9,\n",
-       "  Timestamp('2023-02-01 05:00:00'): 1023.3,\n",
-       "  Timestamp('2023-02-01 06:00:00'): 1023.0,\n",
-       "  Timestamp('2023-02-01 07:00:00'): 1023.2,\n",
-       "  Timestamp('2023-02-01 08:00:00'): 1023.6,\n",
-       "  Timestamp('2023-02-01 09:00:00'): 1023.9,\n",
-       "  Timestamp('2023-02-01 10:00:00'): 1024.4,\n",
-       "  Timestamp('2023-02-01 11:00:00'): 1024.2,\n",
-       "  Timestamp('2023-02-01 12:00:00'): 1025.0,\n",
-       "  Timestamp('2023-02-01 13:00:00'): 1026.0,\n",
-       "  Timestamp('2023-02-01 14:00:00'): 1026.1,\n",
-       "  Timestamp('2023-02-01 15:00:00'): 1027.4,\n",
-       "  Timestamp('2023-02-01 16:00:00'): 1027.8,\n",
-       "  Timestamp('2023-02-01 17:00:00'): 1027.4,\n",
-       "  Timestamp('2023-02-01 18:00:00'): 1026.7,\n",
-       "  Timestamp('2023-02-01 19:00:00'): 1026.2,\n",
-       "  Timestamp('2023-02-01 20:00:00'): 1026.0,\n",
-       "  Timestamp('2023-02-01 21:00:00'): 1026.1,\n",
-       "  Timestamp('2023-02-01 22:00:00'): 1026.7,\n",
-       "  Timestamp('2023-02-01 23:00:00'): 1027.1,\n",
-       "  Timestamp('2023-02-02 00:00:00'): 1027.1,\n",
-       "  Timestamp('2023-02-02 01:00:00'): 1027.8,\n",
-       "  Timestamp('2023-02-02 02:00:00'): 1027.4,\n",
-       "  Timestamp('2023-02-02 03:00:00'): 1027.2,\n",
-       "  Timestamp('2023-02-02 04:00:00'): 1027.9,\n",
-       "  Timestamp('2023-02-02 05:00:00'): 1027.3,\n",
-       "  Timestamp('2023-02-02 06:00:00'): 1026.9,\n",
-       "  Timestamp('2023-02-02 07:00:00'): 1027.2,\n",
-       "  Timestamp('2023-02-02 09:00:00'): 1026.3,\n",
-       "  Timestamp('2023-02-02 10:00:00'): 1026.1,\n",
-       "  Timestamp('2023-02-02 11:00:00'): 1026.1,\n",
-       "  Timestamp('2023-02-02 12:00:00'): 1025.4,\n",
-       "  Timestamp('2023-02-02 13:00:00'): 1025.4,\n",
-       "  Timestamp('2023-02-02 14:00:00'): 1026.0,\n",
-       "  Timestamp('2023-02-02 15:00:00'): 1026.1,\n",
-       "  Timestamp('2023-02-02 16:00:00'): 1025.3,\n",
-       "  Timestamp('2023-02-02 17:00:00'): 1023.7,\n",
-       "  Timestamp('2023-02-02 18:00:00'): 1022.2,\n",
-       "  Timestamp('2023-02-02 19:00:00'): 1020.6,\n",
-       "  Timestamp('2023-02-02 20:00:00'): 1019.4,\n",
-       "  Timestamp('2023-02-02 21:00:00'): 1019.1,\n",
-       "  Timestamp('2023-02-02 22:00:00'): 1018.2,\n",
-       "  Timestamp('2023-02-02 23:00:00'): 1018.0,\n",
-       "  Timestamp('2023-02-03 00:00:00'): 1017.1,\n",
-       "  Timestamp('2023-02-03 01:00:00'): 1017.0,\n",
-       "  Timestamp('2023-02-03 02:00:00'): 1016.2,\n",
-       "  Timestamp('2023-02-03 03:00:00'): 1015.3,\n",
-       "  Timestamp('2023-02-03 04:00:00'): 1015.3,\n",
-       "  Timestamp('2023-02-03 05:00:00'): 1014.4,\n",
-       "  Timestamp('2023-02-03 06:00:00'): 1013.6,\n",
-       "  Timestamp('2023-02-03 07:00:00'): 1013.8,\n",
-       "  Timestamp('2023-02-03 08:00:00'): 1013.4,\n",
-       "  Timestamp('2023-02-03 09:00:00'): 1013.0,\n",
-       "  Timestamp('2023-02-03 10:00:00'): 1013.6,\n",
-       "  Timestamp('2023-02-03 11:00:00'): 1013.9,\n",
-       "  Timestamp('2023-02-03 12:00:00'): 1014.9,\n",
-       "  Timestamp('2023-02-03 13:00:00'): 1016.6,\n",
-       "  Timestamp('2023-02-03 14:00:00'): 1018.5,\n",
-       "  Timestamp('2023-02-03 15:00:00'): 1019.5,\n",
-       "  Timestamp('2023-02-03 16:00:00'): 1021.3,\n",
-       "  Timestamp('2023-02-03 17:00:00'): 1021.5,\n",
-       "  Timestamp('2023-02-03 18:00:00'): 1021.7,\n",
-       "  Timestamp('2023-02-03 19:00:00'): 1022.3,\n",
-       "  Timestamp('2023-02-03 20:00:00'): 1023.1,\n",
-       "  Timestamp('2023-02-03 21:00:00'): 1024.1,\n",
-       "  Timestamp('2023-02-03 22:00:00'): 1026.1,\n",
-       "  Timestamp('2023-02-03 23:00:00'): 1027.5,\n",
-       "  Timestamp('2023-02-04 00:00:00'): 1029.6,\n",
-       "  Timestamp('2023-02-04 01:00:00'): 1030.8,\n",
-       "  Timestamp('2023-02-04 02:00:00'): 1031.8,\n",
-       "  Timestamp('2023-02-04 03:00:00'): 1032.9,\n",
-       "  Timestamp('2023-02-04 04:00:00'): 1033.8,\n",
-       "  Timestamp('2023-02-04 05:00:00'): 1034.9,\n",
-       "  Timestamp('2023-02-04 06:00:00'): 1035.5,\n",
-       "  Timestamp('2023-02-04 07:00:00'): 1036.0,\n",
-       "  Timestamp('2023-02-04 08:00:00'): 1036.7,\n",
-       "  Timestamp('2023-02-04 09:00:00'): 1037.3,\n",
-       "  Timestamp('2023-02-04 10:00:00'): 1038.4,\n",
-       "  Timestamp('2023-02-04 11:00:00'): 1039.0,\n",
-       "  Timestamp('2023-02-04 12:00:00'): 1040.0,\n",
-       "  Timestamp('2023-02-04 13:00:00'): 1039.9,\n",
-       "  Timestamp('2023-02-04 14:00:00'): 1040.3,\n",
-       "  Timestamp('2023-02-04 15:00:00'): 1040.5,\n",
-       "  Timestamp('2023-02-04 16:00:00'): 1039.8,\n",
-       "  Timestamp('2023-02-04 17:00:00'): 1038.8,\n",
-       "  Timestamp('2023-02-04 18:00:00'): 1037.2,\n",
-       "  Timestamp('2023-02-04 19:00:00'): 1036.0,\n",
-       "  Timestamp('2023-02-04 20:00:00'): 1035.0,\n",
-       "  Timestamp('2023-02-04 21:00:00'): 1034.2,\n",
-       "  Timestamp('2023-02-04 22:00:00'): 1033.3,\n",
-       "  Timestamp('2023-02-04 23:00:00'): 1033.3,\n",
-       "  Timestamp('2023-02-05 00:00:00'): 1033.1,\n",
-       "  Timestamp('2023-02-05 01:00:00'): 1032.2,\n",
-       "  Timestamp('2023-02-05 02:00:00'): 1031.5,\n",
-       "  Timestamp('2023-02-05 03:00:00'): 1030.9,\n",
-       "  Timestamp('2023-02-05 04:00:00'): 1030.4,\n",
-       "  Timestamp('2023-02-05 05:00:00'): 1029.8,\n",
-       "  Timestamp('2023-02-05 06:00:00'): 1029.0,\n",
-       "  Timestamp('2023-02-05 07:00:00'): 1028.4,\n",
-       "  Timestamp('2023-02-05 08:00:00'): 1028.0,\n",
-       "  Timestamp('2023-02-05 09:00:00'): 1027.5,\n",
-       "  Timestamp('2023-02-05 10:00:00'): 1027.4,\n",
-       "  Timestamp('2023-02-05 11:00:00'): 1027.3,\n",
-       "  Timestamp('2023-02-05 12:00:00'): 1027.1,\n",
-       "  Timestamp('2023-02-05 13:00:00'): 1026.4,\n",
-       "  Timestamp('2023-02-05 14:00:00'): 1026.1,\n",
-       "  Timestamp('2023-02-05 15:00:00'): 1025.2,\n",
-       "  Timestamp('2023-02-05 16:00:00'): 1024.7,\n",
-       "  Timestamp('2023-02-05 17:00:00'): 1023.0,\n",
-       "  Timestamp('2023-02-05 18:00:00'): 1021.4,\n",
-       "  Timestamp('2023-02-05 19:00:00'): 1020.5,\n",
-       "  Timestamp('2023-02-05 20:00:00'): 1019.2,\n",
-       "  Timestamp('2023-02-05 21:00:00'): 1017.9,\n",
-       "  Timestamp('2023-02-05 22:00:00'): 1017.7,\n",
-       "  Timestamp('2023-02-05 23:00:00'): 1017.8,\n",
-       "  Timestamp('2023-02-06 00:00:00'): 1017.2,\n",
-       "  Timestamp('2023-02-06 01:00:00'): 1017.2,\n",
-       "  Timestamp('2023-02-06 02:00:00'): 1017.7,\n",
-       "  Timestamp('2023-02-06 03:00:00'): 1017.6,\n",
-       "  Timestamp('2023-02-06 04:00:00'): 1017.3,\n",
-       "  Timestamp('2023-02-06 05:00:00'): 1017.0,\n",
-       "  Timestamp('2023-02-06 06:00:00'): 1016.1,\n",
-       "  Timestamp('2023-02-06 07:00:00'): 1014.7,\n",
-       "  Timestamp('2023-02-06 08:00:00'): 1014.2,\n",
-       "  Timestamp('2023-02-06 09:00:00'): 1013.9,\n",
-       "  Timestamp('2023-02-06 10:00:00'): 1014.2,\n",
-       "  Timestamp('2023-02-06 11:00:00'): 1014.9,\n",
-       "  Timestamp('2023-02-06 12:00:00'): 1015.8,\n",
-       "  Timestamp('2023-02-06 13:00:00'): 1016.6,\n",
-       "  Timestamp('2023-02-06 14:00:00'): 1017.4,\n",
-       "  Timestamp('2023-02-06 15:00:00'): 1017.9,\n",
-       "  Timestamp('2023-02-06 16:00:00'): 1018.3,\n",
-       "  Timestamp('2023-02-06 17:00:00'): 1018.4,\n",
-       "  Timestamp('2023-02-06 18:00:00'): 1018.5,\n",
-       "  Timestamp('2023-02-06 19:00:00'): 1018.8,\n",
-       "  Timestamp('2023-02-06 20:00:00'): 1019.6,\n",
-       "  Timestamp('2023-02-06 21:00:00'): 1020.5,\n",
-       "  Timestamp('2023-02-06 22:00:00'): 1021.3,\n",
-       "  Timestamp('2023-02-06 23:00:00'): 1022.5,\n",
-       "  Timestamp('2023-02-07 00:00:00'): 1023.9,\n",
-       "  Timestamp('2023-02-07 01:00:00'): 1024.8,\n",
-       "  Timestamp('2023-02-07 02:00:00'): 1025.3,\n",
-       "  Timestamp('2023-02-07 03:00:00'): 1026.2,\n",
-       "  Timestamp('2023-02-07 04:00:00'): 1026.4,\n",
-       "  Timestamp('2023-02-07 05:00:00'): 1026.3,\n",
-       "  Timestamp('2023-02-07 06:00:00'): 1026.5,\n",
-       "  Timestamp('2023-02-07 07:00:00'): 1027.2,\n",
-       "  Timestamp('2023-02-07 08:00:00'): 1027.7,\n",
-       "  Timestamp('2023-02-07 09:00:00'): 1028.2,\n",
-       "  Timestamp('2023-02-07 10:00:00'): 1028.6,\n",
-       "  Timestamp('2023-02-07 11:00:00'): 1028.5,\n",
-       "  Timestamp('2023-02-07 12:00:00'): 1028.9,\n",
-       "  Timestamp('2023-02-07 13:00:00'): 1029.3,\n",
-       "  Timestamp('2023-02-07 14:00:00'): 1029.8,\n",
-       "  Timestamp('2023-02-07 15:00:00'): 1029.7,\n",
-       "  Timestamp('2023-02-07 16:00:00'): 1029.6,\n",
-       "  Timestamp('2023-02-07 17:00:00'): 1028.7,\n",
-       "  Timestamp('2023-02-07 18:00:00'): 1026.9,\n",
-       "  Timestamp('2023-02-07 19:00:00'): 1026.0,\n",
-       "  Timestamp('2023-02-07 20:00:00'): 1024.5,\n",
-       "  Timestamp('2023-02-07 21:00:00'): 1023.9,\n",
-       "  Timestamp('2023-02-07 22:00:00'): 1023.8,\n",
-       "  Timestamp('2023-02-07 23:00:00'): 1023.1,\n",
-       "  Timestamp('2023-02-08 00:00:00'): 1022.6,\n",
-       "  Timestamp('2023-02-08 01:00:00'): 1022.6,\n",
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-       "  Timestamp('2023-02-08 03:00:00'): 1022.0,\n",
-       "  Timestamp('2023-02-08 04:00:00'): 1021.0,\n",
-       "  Timestamp('2023-02-08 05:00:00'): 1021.0,\n",
-       "  Timestamp('2023-02-08 06:00:00'): 1020.9,\n",
-       "  Timestamp('2023-02-08 07:00:00'): 1021.1,\n",
-       "  Timestamp('2023-02-08 08:00:00'): 1020.8,\n",
-       "  Timestamp('2023-02-08 09:00:00'): 1020.7,\n",
-       "  Timestamp('2023-02-08 10:00:00'): 1021.3,\n",
-       "  Timestamp('2023-02-08 11:00:00'): 1022.1,\n",
-       "  Timestamp('2023-02-08 12:00:00'): 1023.1,\n",
-       "  Timestamp('2023-02-08 13:00:00'): 1023.5,\n",
-       "  Timestamp('2023-02-08 14:00:00'): 1024.3,\n",
-       "  Timestamp('2023-02-08 15:00:00'): 1024.5,\n",
-       "  Timestamp('2023-02-08 16:00:00'): 1025.1,\n",
-       "  Timestamp('2023-02-08 17:00:00'): 1024.7,\n",
-       "  Timestamp('2023-02-08 18:00:00'): 1024.1,\n",
-       "  Timestamp('2023-02-08 19:00:00'): 1024.0,\n",
-       "  Timestamp('2023-02-08 20:00:00'): 1024.0,\n",
-       "  Timestamp('2023-02-08 21:00:00'): 1024.5,\n",
-       "  Timestamp('2023-02-08 22:00:00'): 1025.0,\n",
-       "  Timestamp('2023-02-08 23:00:00'): 1025.7,\n",
-       "  Timestamp('2023-02-09 00:00:00'): 1026.0,\n",
-       "  Timestamp('2023-02-09 01:00:00'): 1026.5,\n",
-       "  Timestamp('2023-02-09 02:00:00'): 1026.7,\n",
-       "  Timestamp('2023-02-09 03:00:00'): 1027.1,\n",
-       "  Timestamp('2023-02-09 04:00:00'): 1027.3,\n",
-       "  Timestamp('2023-02-09 05:00:00'): 1027.1,\n",
-       "  Timestamp('2023-02-09 06:00:00'): 1026.8,\n",
-       "  Timestamp('2023-02-09 07:00:00'): 1026.4,\n",
-       "  Timestamp('2023-02-09 08:00:00'): 1026.2,\n",
-       "  Timestamp('2023-02-09 09:00:00'): 1025.4,\n",
-       "  Timestamp('2023-02-09 10:00:00'): 1025.3,\n",
-       "  Timestamp('2023-02-09 11:00:00'): 1025.0,\n",
-       "  Timestamp('2023-02-09 12:00:00'): 1024.8,\n",
-       "  Timestamp('2023-02-09 13:00:00'): 1024.2,\n",
-       "  Timestamp('2023-02-09 14:00:00'): 1023.6,\n",
-       "  Timestamp('2023-02-09 15:00:00'): 1022.6,\n",
-       "  Timestamp('2023-02-09 16:00:00'): 1021.6,\n",
-       "  Timestamp('2023-02-09 17:00:00'): 1019.8,\n",
-       "  Timestamp('2023-02-09 18:00:00'): 1018.7,\n",
-       "  Timestamp('2023-02-09 19:00:00'): 1017.6,\n",
-       "  Timestamp('2023-02-09 20:00:00'): 1015.9,\n",
-       "  Timestamp('2023-02-09 21:00:00'): 1015.0,\n",
-       "  Timestamp('2023-02-09 22:00:00'): 1014.0,\n",
-       "  Timestamp('2023-02-09 23:00:00'): 1013.6,\n",
-       "  Timestamp('2023-02-10 00:00:00'): 1012.9,\n",
-       "  Timestamp('2023-02-10 01:00:00'): 1012.7,\n",
-       "  Timestamp('2023-02-10 03:00:00'): 1011.7,\n",
-       "  Timestamp('2023-02-10 04:00:00'): 1010.8,\n",
-       "  Timestamp('2023-02-10 05:00:00'): 1010.7,\n",
-       "  Timestamp('2023-02-10 06:00:00'): 1010.4,\n",
-       "  Timestamp('2023-02-10 07:00:00'): 1010.7,\n",
-       "  Timestamp('2023-02-10 08:00:00'): 1010.9,\n",
-       "  Timestamp('2023-02-10 09:00:00'): 1011.0,\n",
-       "  Timestamp('2023-02-10 10:00:00'): 1011.5,\n",
-       "  Timestamp('2023-02-10 11:00:00'): 1012.4,\n",
-       "  Timestamp('2023-02-10 12:00:00'): 1013.8,\n",
-       "  Timestamp('2023-02-10 13:00:00'): 1015.4,\n",
-       "  Timestamp('2023-02-10 14:00:00'): 1016.3,\n",
-       "  Timestamp('2023-02-10 15:00:00'): 1016.9,\n",
-       "  Timestamp('2023-02-10 16:00:00'): 1017.3,\n",
-       "  Timestamp('2023-02-10 17:00:00'): 1017.1,\n",
-       "  Timestamp('2023-02-10 18:00:00'): 1017.0,\n",
-       "  Timestamp('2023-02-10 19:00:00'): 1017.0,\n",
-       "  Timestamp('2023-02-10 20:00:00'): 1017.4,\n",
-       "  Timestamp('2023-02-10 21:00:00'): 1018.0,\n",
-       "  Timestamp('2023-02-10 22:00:00'): 1018.9,\n",
-       "  Timestamp('2023-02-10 23:00:00'): 1019.8,\n",
-       "  Timestamp('2023-02-11 00:00:00'): 1020.4,\n",
-       "  Timestamp('2023-02-11 01:00:00'): 1021.8,\n",
-       "  Timestamp('2023-02-11 02:00:00'): 1022.4,\n",
-       "  Timestamp('2023-02-11 03:00:00'): 1022.0,\n",
-       "  Timestamp('2023-02-11 04:00:00'): 1021.7,\n",
-       "  Timestamp('2023-02-11 05:00:00'): 1022.1,\n",
-       "  Timestamp('2023-02-11 06:00:00'): 1022.5,\n",
-       "  Timestamp('2023-02-11 07:00:00'): 1022.6,\n",
-       "  Timestamp('2023-02-11 08:00:00'): 1022.9,\n",
-       "  Timestamp('2023-02-11 09:00:00'): 1023.0,\n",
-       "  Timestamp('2023-02-11 10:00:00'): 1024.3,\n",
-       "  Timestamp('2023-02-11 11:00:00'): 1025.3,\n",
-       "  Timestamp('2023-02-11 12:00:00'): 1026.6,\n",
-       "  Timestamp('2023-02-11 13:00:00'): 1027.7,\n",
-       "  Timestamp('2023-02-11 14:00:00'): 1028.6,\n",
-       "  Timestamp('2023-02-11 15:00:00'): 1028.7,\n",
-       "  Timestamp('2023-02-11 16:00:00'): 1028.9,\n",
-       "  Timestamp('2023-02-11 17:00:00'): 1028.6,\n",
-       "  Timestamp('2023-02-11 18:00:00'): 1027.9,\n",
-       "  Timestamp('2023-02-11 19:00:00'): 1028.1,\n",
-       "  ...},\n",
-       " 'tplm2_ATMP': {Timestamp('2023-01-01 00:00:00'): 10.5,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 10.1,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 12.0,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 13.4,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 13.1,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 12.7,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 12.1,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 11.9,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 11.4,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 11.0,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 11.3,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 10.1,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 10.9,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 11.8,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 12.9,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 13.8,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 15.0,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 13.1,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 11.6,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 10.7,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-02 04:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-02 05:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 06:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 07:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-02 08:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 09:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-02 10:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-02 11:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-02 12:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-02 13:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-02 14:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 15:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-02 16:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-02 17:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-02 18:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-02 19:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-02 20:00:00'): 9.9,\n",
-       "  Timestamp('2023-01-02 21:00:00'): 9.9,\n",
-       "  Timestamp('2023-01-02 22:00:00'): 8.7,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 9.9,\n",
-       "  Timestamp('2023-01-03 00:00:00'): 10.5,\n",
-       "  Timestamp('2023-01-03 01:00:00'): 9.9,\n",
-       "  Timestamp('2023-01-03 02:00:00'): 9.5,\n",
-       "  Timestamp('2023-01-03 03:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-03 04:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 05:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 06:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-03 07:00:00'): 7.2,\n",
-       "  Timestamp('2023-01-03 08:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-03 09:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-03 10:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 11:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 12:00:00'): 8.9,\n",
-       "  Timestamp('2023-01-03 13:00:00'): 9.1,\n",
-       "  Timestamp('2023-01-03 14:00:00'): 8.6,\n",
-       "  Timestamp('2023-01-03 15:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 16:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 17:00:00'): 11.3,\n",
-       "  Timestamp('2023-01-03 18:00:00'): 13.9,\n",
-       "  Timestamp('2023-01-03 19:00:00'): 12.5,\n",
-       "  Timestamp('2023-01-03 20:00:00'): 11.1,\n",
-       "  Timestamp('2023-01-03 21:00:00'): 11.0,\n",
-       "  Timestamp('2023-01-03 22:00:00'): 11.8,\n",
-       "  Timestamp('2023-01-03 23:00:00'): 11.4,\n",
-       "  Timestamp('2023-01-04 00:00:00'): 10.8,\n",
-       "  Timestamp('2023-01-04 01:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-04 02:00:00'): 9.4,\n",
-       "  Timestamp('2023-01-04 03:00:00'): 13.5,\n",
-       "  Timestamp('2023-01-04 04:00:00'): 12.5,\n",
-       "  Timestamp('2023-01-04 05:00:00'): 15.9,\n",
-       "  Timestamp('2023-01-04 06:00:00'): 18.5,\n",
-       "  Timestamp('2023-01-04 07:00:00'): 18.4,\n",
-       "  Timestamp('2023-01-04 08:00:00'): 17.6,\n",
-       "  Timestamp('2023-01-04 09:00:00'): 18.1,\n",
-       "  Timestamp('2023-01-04 10:00:00'): 16.7,\n",
-       "  Timestamp('2023-01-04 11:00:00'): 15.2,\n",
-       "  Timestamp('2023-01-04 12:00:00'): 14.5,\n",
-       "  Timestamp('2023-01-04 13:00:00'): 12.7,\n",
-       "  Timestamp('2023-01-04 14:00:00'): 13.3,\n",
-       "  Timestamp('2023-01-04 15:00:00'): 14.1,\n",
-       "  Timestamp('2023-01-04 16:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 17:00:00'): 10.2,\n",
-       "  Timestamp('2023-01-04 18:00:00'): 13.5,\n",
-       "  Timestamp('2023-01-04 19:00:00'): 14.0,\n",
-       "  Timestamp('2023-01-04 20:00:00'): 13.2,\n",
-       "  Timestamp('2023-01-04 21:00:00'): 13.4,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 10.3,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 12.0,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 13.3,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 9.0,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 11.5,\n",
-       "  Timestamp('2023-01-05 03:00:00'): 12.4,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 11.5,\n",
-       "  Timestamp('2023-01-05 05:00:00'): 14.1,\n",
-       "  Timestamp('2023-01-05 06:00:00'): 14.1,\n",
-       "  Timestamp('2023-01-05 07:00:00'): 14.7,\n",
-       "  Timestamp('2023-01-05 08:00:00'): 15.5,\n",
-       "  Timestamp('2023-01-05 09:00:00'): 15.1,\n",
-       "  Timestamp('2023-01-05 10:00:00'): 14.7,\n",
-       "  Timestamp('2023-01-05 11:00:00'): 15.2,\n",
-       "  Timestamp('2023-01-05 13:00:00'): 14.8,\n",
-       "  Timestamp('2023-01-05 14:00:00'): 14.5,\n",
-       "  Timestamp('2023-01-05 16:00:00'): 12.9,\n",
-       "  Timestamp('2023-01-05 17:00:00'): 13.6,\n",
-       "  Timestamp('2023-01-05 18:00:00'): 13.7,\n",
-       "  Timestamp('2023-01-05 19:00:00'): 12.7,\n",
-       "  Timestamp('2023-01-05 20:00:00'): 13.1,\n",
-       "  Timestamp('2023-01-05 21:00:00'): 13.1,\n",
-       "  Timestamp('2023-01-05 22:00:00'): 13.0,\n",
-       "  Timestamp('2023-01-05 23:00:00'): 13.6,\n",
-       "  Timestamp('2023-01-06 00:00:00'): 11.4,\n",
-       "  Timestamp('2023-01-06 01:00:00'): 12.9,\n",
-       "  Timestamp('2023-01-06 02:00:00'): 8.6,\n",
-       "  Timestamp('2023-01-06 03:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-06 04:00:00'): 8.9,\n",
-       "  Timestamp('2023-01-06 05:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-06 06:00:00'): 9.1,\n",
-       "  Timestamp('2023-01-06 07:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-06 08:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-06 09:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-06 10:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-06 11:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-06 12:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-06 13:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-06 14:00:00'): 8.7,\n",
-       "  Timestamp('2023-01-06 15:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-06 16:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-06 17:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-06 18:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-06 19:00:00'): 9.0,\n",
-       "  Timestamp('2023-01-06 20:00:00'): 9.0,\n",
-       "  Timestamp('2023-01-06 21:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-06 22:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-06 23:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-07 00:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-07 01:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-07 02:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-07 03:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-07 04:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-07 05:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-07 06:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-07 07:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-07 08:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-07 09:00:00'): 5.5,\n",
-       "  Timestamp('2023-01-07 10:00:00'): 5.5,\n",
-       "  Timestamp('2023-01-07 11:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-07 12:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-07 13:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-07 14:00:00'): 5.0,\n",
-       "  Timestamp('2023-01-07 15:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-07 16:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-07 17:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-07 18:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-07 19:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-07 20:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-07 21:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-07 22:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-07 23:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-08 00:00:00'): 6.4,\n",
-       "  Timestamp('2023-01-08 01:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-08 02:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-08 03:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-08 04:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-08 05:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-08 06:00:00'): 3.0,\n",
-       "  Timestamp('2023-01-08 07:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-08 08:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-08 09:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-08 10:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-08 11:00:00'): 1.2,\n",
-       "  Timestamp('2023-01-08 12:00:00'): 1.1,\n",
-       "  Timestamp('2023-01-08 13:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-08 14:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-08 15:00:00'): 2.0,\n",
-       "  Timestamp('2023-01-08 16:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-08 17:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-08 18:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-08 19:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-08 20:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-08 21:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-08 22:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-08 23:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-09 00:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-09 01:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-09 02:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-09 03:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-09 04:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-09 05:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-09 06:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-09 07:00:00'): 3.6,\n",
-       "  Timestamp('2023-01-09 08:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-09 09:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-09 10:00:00'): 3.6,\n",
-       "  Timestamp('2023-01-09 11:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-09 12:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-09 13:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-09 14:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-09 15:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-09 16:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-09 17:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-09 18:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-09 19:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-09 20:00:00'): 8.4,\n",
-       "  Timestamp('2023-01-09 21:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-09 22:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-09 23:00:00'): 7.2,\n",
-       "  Timestamp('2023-01-10 00:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-10 01:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-10 02:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-10 03:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-10 04:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-10 05:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-10 06:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-10 07:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-10 08:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-10 09:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-10 10:00:00'): 3.0,\n",
-       "  Timestamp('2023-01-10 11:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-10 12:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-10 13:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-10 14:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-10 15:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-10 16:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-10 17:00:00'): 3.6,\n",
-       "  Timestamp('2023-01-10 18:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-10 19:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-10 20:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-10 21:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-10 22:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-10 23:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-11 00:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-11 01:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-11 02:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-11 03:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-11 04:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-11 05:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-11 06:00:00'): 3.0,\n",
-       "  Timestamp('2023-01-11 07:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-11 08:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-11 09:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-11 10:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-11 11:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-11 12:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-11 13:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-11 14:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-11 15:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-11 16:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-11 17:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-11 18:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-11 19:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-11 20:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-11 21:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-11 22:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-11 23:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-12 00:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-12 01:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-12 02:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-12 03:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-12 04:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-12 05:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-12 06:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-12 07:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-12 08:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-12 09:00:00'): 5.0,\n",
-       "  Timestamp('2023-01-12 10:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-12 11:00:00'): 5.5,\n",
-       "  Timestamp('2023-01-12 12:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-12 13:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-12 14:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-12 15:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-12 16:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-12 17:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-12 18:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-12 19:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-12 20:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-12 21:00:00'): 7.2,\n",
-       "  Timestamp('2023-01-12 22:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-12 23:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-13 00:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-13 01:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-13 02:00:00'): 9.6,\n",
-       "  Timestamp('2023-01-13 03:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-13 04:00:00'): 9.1,\n",
-       "  Timestamp('2023-01-13 05:00:00'): 10.2,\n",
-       "  Timestamp('2023-01-13 06:00:00'): 9.2,\n",
-       "  Timestamp('2023-01-13 07:00:00'): 9.2,\n",
-       "  Timestamp('2023-01-13 08:00:00'): 9.3,\n",
-       "  Timestamp('2023-01-13 09:00:00'): 8.7,\n",
-       "  Timestamp('2023-01-13 10:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-13 11:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-13 12:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-13 13:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-13 14:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-13 15:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-13 16:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-13 17:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-13 18:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-13 19:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-13 20:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-13 21:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-13 22:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-13 23:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-14 00:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-14 01:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-14 02:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-14 03:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-14 04:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-14 05:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-14 06:00:00'): 3.6,\n",
-       "  Timestamp('2023-01-14 07:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-14 08:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-14 09:00:00'): 1.9,\n",
-       "  Timestamp('2023-01-14 10:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-14 11:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-14 12:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-14 13:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-14 14:00:00'): 1.1,\n",
-       "  Timestamp('2023-01-14 15:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-14 16:00:00'): 1.2,\n",
-       "  Timestamp('2023-01-14 17:00:00'): 1.2,\n",
-       "  Timestamp('2023-01-14 18:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-14 19:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-14 20:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-14 21:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-14 22:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-14 23:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-15 00:00:00'): 1.1,\n",
-       "  Timestamp('2023-01-15 01:00:00'): 0.9,\n",
-       "  Timestamp('2023-01-15 02:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-15 03:00:00'): 0.7,\n",
-       "  Timestamp('2023-01-15 04:00:00'): 0.2,\n",
-       "  Timestamp('2023-01-15 05:00:00'): 0.1,\n",
-       "  Timestamp('2023-01-15 06:00:00'): 0.0,\n",
-       "  Timestamp('2023-01-15 07:00:00'): -0.2,\n",
-       "  Timestamp('2023-01-15 08:00:00'): -0.3,\n",
-       "  Timestamp('2023-01-15 09:00:00'): -0.3,\n",
-       "  Timestamp('2023-01-15 10:00:00'): -0.2,\n",
-       "  Timestamp('2023-01-15 11:00:00'): -0.1,\n",
-       "  Timestamp('2023-01-15 12:00:00'): -0.1,\n",
-       "  Timestamp('2023-01-15 13:00:00'): 0.0,\n",
-       "  Timestamp('2023-01-15 14:00:00'): 0.2,\n",
-       "  Timestamp('2023-01-15 15:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-15 16:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-15 17:00:00'): 3.0,\n",
-       "  Timestamp('2023-01-15 18:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-15 19:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-15 20:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-15 21:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-15 22:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-15 23:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-16 00:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-16 01:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-16 02:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-16 03:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-16 04:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-16 05:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-16 06:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-16 07:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-16 08:00:00'): 2.0,\n",
-       "  Timestamp('2023-01-16 09:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-16 10:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-16 11:00:00'): 0.5,\n",
-       "  Timestamp('2023-01-16 12:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-16 13:00:00'): 1.9,\n",
-       "  Timestamp('2023-01-16 14:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-16 15:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-16 16:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-16 17:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-16 18:00:00'): 9.3,\n",
-       "  Timestamp('2023-01-16 19:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-16 20:00:00'): 10.9,\n",
-       "  Timestamp('2023-01-16 21:00:00'): 10.8,\n",
-       "  Timestamp('2023-01-16 22:00:00'): 10.3,\n",
-       "  Timestamp('2023-01-16 23:00:00'): 9.6,\n",
-       "  Timestamp('2023-01-17 00:00:00'): 9.1,\n",
-       "  Timestamp('2023-01-17 01:00:00'): 8.6,\n",
-       "  Timestamp('2023-01-17 02:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-17 03:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-17 04:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-17 05:00:00'): 7.2,\n",
-       "  Timestamp('2023-01-17 06:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-17 07:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-17 08:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-17 09:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-17 10:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-17 11:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-17 12:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-17 13:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-17 14:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-17 15:00:00'): 5.5,\n",
-       "  Timestamp('2023-01-17 16:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-17 17:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-17 18:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-17 19:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-17 20:00:00'): 5.0,\n",
-       "  Timestamp('2023-01-17 21:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-17 22:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-17 23:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-18 00:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-18 01:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-18 02:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-18 03:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-18 04:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-18 05:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-18 06:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-18 07:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-18 08:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-18 09:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-18 10:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-18 11:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-18 12:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-18 13:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-18 14:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-18 15:00:00'): 9.6,\n",
-       "  Timestamp('2023-01-18 16:00:00'): 11.5,\n",
-       "  Timestamp('2023-01-18 17:00:00'): 12.0,\n",
-       "  Timestamp('2023-01-18 18:00:00'): 12.2,\n",
-       "  Timestamp('2023-01-18 19:00:00'): 12.1,\n",
-       "  Timestamp('2023-01-18 20:00:00'): 12.3,\n",
-       "  Timestamp('2023-01-18 21:00:00'): 12.4,\n",
-       "  Timestamp('2023-01-18 22:00:00'): 11.6,\n",
-       "  Timestamp('2023-01-18 23:00:00'): 10.9,\n",
-       "  Timestamp('2023-01-19 00:00:00'): 10.4,\n",
-       "  Timestamp('2023-01-19 01:00:00'): 9.5,\n",
-       "  Timestamp('2023-01-19 02:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-19 03:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-19 04:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-19 05:00:00'): 7.2,\n",
-       "  Timestamp('2023-01-19 06:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-19 07:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-19 08:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-19 09:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-19 10:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-19 11:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-19 12:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-19 13:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-19 14:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-19 15:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-19 16:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-19 17:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-19 18:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-19 19:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-19 20:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-19 21:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-19 22:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-19 23:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-20 00:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-20 01:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-20 02:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-20 03:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-20 04:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-20 05:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-20 06:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-20 07:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-20 08:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-20 09:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-20 10:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-20 11:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-20 12:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-20 13:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-20 14:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-20 15:00:00'): 8.7,\n",
-       "  Timestamp('2023-01-20 16:00:00'): 8.7,\n",
-       "  Timestamp('2023-01-20 17:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-20 18:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-20 19:00:00'): 8.9,\n",
-       "  Timestamp('2023-01-20 20:00:00'): 8.7,\n",
-       "  Timestamp('2023-01-20 21:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-20 22:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-20 23:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-21 00:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-21 01:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-21 02:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-21 03:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-21 04:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-21 05:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-21 06:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-21 07:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-21 08:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-21 09:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-21 10:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-21 11:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-21 12:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-21 13:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-21 14:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-21 15:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-21 16:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-21 17:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-21 18:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-21 19:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-21 20:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-21 21:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-21 22:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-21 23:00:00'): 5.0,\n",
-       "  Timestamp('2023-01-22 00:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-22 01:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-22 02:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-22 03:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-22 04:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-22 05:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-22 06:00:00'): 3.6,\n",
-       "  Timestamp('2023-01-22 07:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-22 08:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-22 09:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-22 10:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-22 11:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-22 12:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-22 13:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-22 14:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-22 15:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-22 16:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-22 17:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-22 18:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-22 19:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-22 20:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-22 21:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-22 22:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-22 23:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-23 00:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-23 01:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-23 02:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-23 03:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-23 04:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-23 05:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-23 06:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-23 07:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-23 08:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-23 09:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-23 10:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-23 11:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-23 12:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-23 13:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-23 14:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-23 15:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-23 16:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-23 17:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-23 18:00:00'): 6.4,\n",
-       "  Timestamp('2023-01-23 19:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-23 20:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-23 21:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-23 22:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-23 23:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-24 00:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-24 01:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-24 02:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-24 03:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-24 04:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-24 05:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-24 06:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-24 07:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-24 08:00:00'): 3.6,\n",
-       "  Timestamp('2023-01-24 09:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-24 10:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-24 11:00:00'): 2.5,\n",
-       "  Timestamp('2023-01-24 12:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-24 13:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-24 14:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-24 15:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-24 16:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-24 17:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-24 18:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-24 19:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-24 20:00:00'): 8.4,\n",
-       "  Timestamp('2023-01-24 21:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-24 22:00:00'): 8.6,\n",
-       "  Timestamp('2023-01-24 23:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-25 00:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-25 01:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-25 02:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-25 03:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-25 04:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-25 05:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-25 06:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-25 07:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-25 08:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-25 09:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-25 10:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-25 11:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-25 12:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-25 13:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-25 14:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-25 15:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-25 16:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-25 17:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-25 18:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-25 19:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-25 20:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-25 21:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-25 22:00:00'): 8.6,\n",
-       "  Timestamp('2023-01-25 23:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-26 00:00:00'): 9.3,\n",
-       "  Timestamp('2023-01-26 01:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-26 02:00:00'): 9.3,\n",
-       "  Timestamp('2023-01-26 03:00:00'): 8.4,\n",
-       "  Timestamp('2023-01-26 04:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-26 05:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-26 06:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-26 07:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-26 08:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-26 09:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-26 10:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-26 11:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-26 12:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-26 13:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-26 14:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-26 15:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-26 16:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-26 17:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-26 18:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-26 19:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-26 20:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-26 21:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-26 22:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-26 23:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-27 00:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-27 01:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-27 02:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-27 03:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-27 04:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-27 05:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-27 06:00:00'): 5.2,\n",
-       "  Timestamp('2023-01-27 07:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-27 08:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-27 09:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-27 10:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-27 11:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-27 12:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-27 13:00:00'): 2.5,\n",
-       "  Timestamp('2023-01-27 14:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-27 15:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-27 16:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-27 17:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-27 18:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-27 19:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-27 20:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-27 21:00:00'): 5.5,\n",
-       "  Timestamp('2023-01-27 22:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-27 23:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-28 00:00:00'): 5.0,\n",
-       "  Timestamp('2023-01-28 01:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-28 02:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-28 03:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-28 04:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-28 05:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-28 06:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-28 07:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-28 08:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-28 09:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-28 10:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-28 11:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-28 12:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-28 13:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-28 14:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-28 15:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-28 16:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-28 17:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-28 18:00:00'): 10.6,\n",
-       "  Timestamp('2023-01-28 19:00:00'): 10.7,\n",
-       "  Timestamp('2023-01-28 20:00:00'): 11.7,\n",
-       "  Timestamp('2023-01-28 21:00:00'): 12.5,\n",
-       "  Timestamp('2023-01-28 22:00:00'): 10.7,\n",
-       "  Timestamp('2023-01-28 23:00:00'): 10.9,\n",
-       "  Timestamp('2023-01-29 00:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-29 01:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-29 02:00:00'): 6.4,\n",
-       "  Timestamp('2023-01-29 03:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-29 04:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-29 05:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-29 06:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-29 07:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-29 08:00:00'): 7.3,\n",
-       "  Timestamp('2023-01-29 09:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-29 10:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-29 11:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-29 12:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-29 13:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-29 14:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-29 15:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-29 16:00:00'): 6.4,\n",
-       "  Timestamp('2023-01-29 17:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-29 18:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-29 19:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-29 20:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-29 21:00:00'): 8.4,\n",
-       "  Timestamp('2023-01-29 22:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-29 23:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-30 00:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-30 01:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-30 02:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-30 03:00:00'): 6.4,\n",
-       "  Timestamp('2023-01-30 04:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-30 05:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-30 06:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-30 07:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-30 08:00:00'): 6.1,\n",
-       "  Timestamp('2023-01-30 09:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-30 10:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-30 11:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-30 12:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-30 13:00:00'): 5.7,\n",
-       "  Timestamp('2023-01-30 14:00:00'): 5.8,\n",
-       "  Timestamp('2023-01-30 15:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-30 16:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-30 17:00:00'): 8.1,\n",
-       "  Timestamp('2023-01-30 18:00:00'): 9.5,\n",
-       "  Timestamp('2023-01-30 19:00:00'): 9.1,\n",
-       "  Timestamp('2023-01-30 20:00:00'): 10.4,\n",
-       "  Timestamp('2023-01-30 21:00:00'): 8.9,\n",
-       "  Timestamp('2023-01-30 22:00:00'): 7.9,\n",
-       "  Timestamp('2023-01-30 23:00:00'): 7.2,\n",
-       "  Timestamp('2023-01-31 00:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-31 01:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-31 02:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-31 03:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-31 04:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-31 05:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-31 06:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-31 07:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-31 08:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-31 09:00:00'): 6.4,\n",
-       "  Timestamp('2023-01-31 10:00:00'): 6.4,\n",
-       "  Timestamp('2023-01-31 11:00:00'): 7.2,\n",
-       "  Timestamp('2023-01-31 12:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-31 13:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-31 14:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-31 15:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-31 16:00:00'): 4.1,\n",
-       "  Timestamp('2023-01-31 17:00:00'): 3.6,\n",
-       "  Timestamp('2023-01-31 18:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-31 19:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-31 20:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-31 21:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-31 22:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-31 23:00:00'): 2.7,\n",
-       "  Timestamp('2023-02-01 00:00:00'): 2.5,\n",
-       "  Timestamp('2023-02-01 01:00:00'): 2.8,\n",
-       "  Timestamp('2023-02-01 02:00:00'): 2.9,\n",
-       "  Timestamp('2023-02-01 03:00:00'): 2.8,\n",
-       "  Timestamp('2023-02-01 04:00:00'): 2.3,\n",
-       "  Timestamp('2023-02-01 05:00:00'): 2.3,\n",
-       "  Timestamp('2023-02-01 06:00:00'): 2.4,\n",
-       "  Timestamp('2023-02-01 07:00:00'): 2.3,\n",
-       "  Timestamp('2023-02-01 08:00:00'): 1.6,\n",
-       "  Timestamp('2023-02-01 09:00:00'): 0.4,\n",
-       "  Timestamp('2023-02-01 10:00:00'): 0.3,\n",
-       "  Timestamp('2023-02-01 11:00:00'): 0.2,\n",
-       "  Timestamp('2023-02-01 12:00:00'): 0.5,\n",
-       "  Timestamp('2023-02-01 13:00:00'): 0.5,\n",
-       "  Timestamp('2023-02-01 14:00:00'): 1.1,\n",
-       "  Timestamp('2023-02-01 15:00:00'): 0.9,\n",
-       "  Timestamp('2023-02-01 16:00:00'): 0.9,\n",
-       "  Timestamp('2023-02-01 17:00:00'): 1.5,\n",
-       "  Timestamp('2023-02-01 18:00:00'): 1.8,\n",
-       "  Timestamp('2023-02-01 19:00:00'): 2.6,\n",
-       "  Timestamp('2023-02-01 20:00:00'): 3.1,\n",
-       "  Timestamp('2023-02-01 21:00:00'): 3.2,\n",
-       "  Timestamp('2023-02-01 22:00:00'): 3.2,\n",
-       "  Timestamp('2023-02-01 23:00:00'): 2.9,\n",
-       "  Timestamp('2023-02-02 00:00:00'): 2.4,\n",
-       "  Timestamp('2023-02-02 01:00:00'): 1.9,\n",
-       "  Timestamp('2023-02-02 02:00:00'): 1.7,\n",
-       "  Timestamp('2023-02-02 03:00:00'): 1.4,\n",
-       "  Timestamp('2023-02-02 04:00:00'): 1.7,\n",
-       "  Timestamp('2023-02-02 05:00:00'): 1.7,\n",
-       "  Timestamp('2023-02-02 06:00:00'): 1.1,\n",
-       "  Timestamp('2023-02-02 07:00:00'): 1.1,\n",
-       "  Timestamp('2023-02-02 09:00:00'): 0.4,\n",
-       "  Timestamp('2023-02-02 10:00:00'): 0.9,\n",
-       "  Timestamp('2023-02-02 11:00:00'): 0.9,\n",
-       "  Timestamp('2023-02-02 12:00:00'): 1.1,\n",
-       "  Timestamp('2023-02-02 13:00:00'): 0.9,\n",
-       "  Timestamp('2023-02-02 14:00:00'): 0.8,\n",
-       "  Timestamp('2023-02-02 15:00:00'): 0.9,\n",
-       "  Timestamp('2023-02-02 16:00:00'): 0.9,\n",
-       "  Timestamp('2023-02-02 17:00:00'): 1.4,\n",
-       "  Timestamp('2023-02-02 18:00:00'): 1.7,\n",
-       "  Timestamp('2023-02-02 19:00:00'): 2.1,\n",
-       "  Timestamp('2023-02-02 20:00:00'): 2.6,\n",
-       "  Timestamp('2023-02-02 21:00:00'): 3.1,\n",
-       "  Timestamp('2023-02-02 22:00:00'): 3.7,\n",
-       "  Timestamp('2023-02-02 23:00:00'): 3.3,\n",
-       "  Timestamp('2023-02-03 00:00:00'): 2.5,\n",
-       "  Timestamp('2023-02-03 01:00:00'): 2.4,\n",
-       "  Timestamp('2023-02-03 02:00:00'): 2.5,\n",
-       "  Timestamp('2023-02-03 03:00:00'): 2.8,\n",
-       "  Timestamp('2023-02-03 04:00:00'): 3.2,\n",
-       "  Timestamp('2023-02-03 05:00:00'): 3.4,\n",
-       "  Timestamp('2023-02-03 06:00:00'): 3.3,\n",
-       "  Timestamp('2023-02-03 07:00:00'): 3.3,\n",
-       "  Timestamp('2023-02-03 08:00:00'): 4.4,\n",
-       "  Timestamp('2023-02-03 09:00:00'): 4.4,\n",
-       "  Timestamp('2023-02-03 10:00:00'): 4.2,\n",
-       "  Timestamp('2023-02-03 11:00:00'): 4.0,\n",
-       "  Timestamp('2023-02-03 12:00:00'): 3.7,\n",
-       "  Timestamp('2023-02-03 13:00:00'): 1.6,\n",
-       "  Timestamp('2023-02-03 14:00:00'): 0.3,\n",
-       "  Timestamp('2023-02-03 15:00:00'): -0.7,\n",
-       "  Timestamp('2023-02-03 16:00:00'): -1.8,\n",
-       "  Timestamp('2023-02-03 17:00:00'): -2.0,\n",
-       "  Timestamp('2023-02-03 18:00:00'): -2.4,\n",
-       "  Timestamp('2023-02-03 19:00:00'): -2.2,\n",
-       "  Timestamp('2023-02-03 20:00:00'): -2.2,\n",
-       "  Timestamp('2023-02-03 21:00:00'): -2.2,\n",
-       "  Timestamp('2023-02-03 22:00:00'): -2.5,\n",
-       "  Timestamp('2023-02-03 23:00:00'): -3.4,\n",
-       "  Timestamp('2023-02-04 00:00:00'): -4.1,\n",
-       "  Timestamp('2023-02-04 01:00:00'): -4.9,\n",
-       "  Timestamp('2023-02-04 02:00:00'): -5.4,\n",
-       "  Timestamp('2023-02-04 03:00:00'): -6.0,\n",
-       "  Timestamp('2023-02-04 04:00:00'): -6.5,\n",
-       "  Timestamp('2023-02-04 05:00:00'): -7.1,\n",
-       "  Timestamp('2023-02-04 06:00:00'): -7.7,\n",
-       "  Timestamp('2023-02-04 07:00:00'): -8.2,\n",
-       "  Timestamp('2023-02-04 08:00:00'): -8.4,\n",
-       "  Timestamp('2023-02-04 09:00:00'): -8.5,\n",
-       "  Timestamp('2023-02-04 10:00:00'): -8.4,\n",
-       "  Timestamp('2023-02-04 11:00:00'): -8.4,\n",
-       "  Timestamp('2023-02-04 12:00:00'): -8.5,\n",
-       "  Timestamp('2023-02-04 13:00:00'): -8.4,\n",
-       "  Timestamp('2023-02-04 14:00:00'): -8.0,\n",
-       "  Timestamp('2023-02-04 15:00:00'): -7.2,\n",
-       "  Timestamp('2023-02-04 16:00:00'): -6.7,\n",
-       "  Timestamp('2023-02-04 17:00:00'): -6.6,\n",
-       "  Timestamp('2023-02-04 18:00:00'): -6.0,\n",
-       "  Timestamp('2023-02-04 19:00:00'): -4.9,\n",
-       "  Timestamp('2023-02-04 20:00:00'): -3.8,\n",
-       "  Timestamp('2023-02-04 21:00:00'): -2.5,\n",
-       "  Timestamp('2023-02-04 22:00:00'): -2.0,\n",
-       "  Timestamp('2023-02-04 23:00:00'): -1.7,\n",
-       "  Timestamp('2023-02-05 00:00:00'): -0.5,\n",
-       "  Timestamp('2023-02-05 01:00:00'): -0.3,\n",
-       "  Timestamp('2023-02-05 02:00:00'): 0.1,\n",
-       "  Timestamp('2023-02-05 03:00:00'): 0.5,\n",
-       "  Timestamp('2023-02-05 04:00:00'): 0.4,\n",
-       "  Timestamp('2023-02-05 05:00:00'): 0.6,\n",
-       "  Timestamp('2023-02-05 06:00:00'): 1.0,\n",
-       "  Timestamp('2023-02-05 07:00:00'): 1.5,\n",
-       "  Timestamp('2023-02-05 08:00:00'): 1.8,\n",
-       "  Timestamp('2023-02-05 09:00:00'): 1.8,\n",
-       "  Timestamp('2023-02-05 10:00:00'): 1.9,\n",
-       "  Timestamp('2023-02-05 11:00:00'): 2.1,\n",
-       "  Timestamp('2023-02-05 12:00:00'): 2.1,\n",
-       "  Timestamp('2023-02-05 13:00:00'): 2.2,\n",
-       "  Timestamp('2023-02-05 14:00:00'): 2.5,\n",
-       "  Timestamp('2023-02-05 15:00:00'): 3.1,\n",
-       "  Timestamp('2023-02-05 16:00:00'): 3.7,\n",
-       "  Timestamp('2023-02-05 17:00:00'): 4.3,\n",
-       "  Timestamp('2023-02-05 18:00:00'): 5.7,\n",
-       "  Timestamp('2023-02-05 19:00:00'): 7.4,\n",
-       "  Timestamp('2023-02-05 20:00:00'): 7.8,\n",
-       "  Timestamp('2023-02-05 21:00:00'): 7.6,\n",
-       "  Timestamp('2023-02-05 22:00:00'): 7.3,\n",
-       "  Timestamp('2023-02-05 23:00:00'): 7.6,\n",
-       "  Timestamp('2023-02-06 00:00:00'): 6.8,\n",
-       "  Timestamp('2023-02-06 01:00:00'): 7.8,\n",
-       "  Timestamp('2023-02-06 02:00:00'): 6.3,\n",
-       "  Timestamp('2023-02-06 03:00:00'): 7.7,\n",
-       "  Timestamp('2023-02-06 04:00:00'): 7.8,\n",
-       "  Timestamp('2023-02-06 05:00:00'): 8.2,\n",
-       "  Timestamp('2023-02-06 06:00:00'): 7.8,\n",
-       "  Timestamp('2023-02-06 07:00:00'): 8.1,\n",
-       "  Timestamp('2023-02-06 08:00:00'): 8.7,\n",
-       "  Timestamp('2023-02-06 09:00:00'): 8.5,\n",
-       "  Timestamp('2023-02-06 10:00:00'): 8.1,\n",
-       "  Timestamp('2023-02-06 11:00:00'): 8.6,\n",
-       "  Timestamp('2023-02-06 12:00:00'): 8.6,\n",
-       "  Timestamp('2023-02-06 13:00:00'): 8.5,\n",
-       "  Timestamp('2023-02-06 14:00:00'): 7.5,\n",
-       "  Timestamp('2023-02-06 15:00:00'): 8.6,\n",
-       "  Timestamp('2023-02-06 16:00:00'): 9.6,\n",
-       "  Timestamp('2023-02-06 17:00:00'): 9.4,\n",
-       "  Timestamp('2023-02-06 18:00:00'): 9.3,\n",
-       "  Timestamp('2023-02-06 19:00:00'): 8.8,\n",
-       "  Timestamp('2023-02-06 20:00:00'): 8.3,\n",
-       "  Timestamp('2023-02-06 21:00:00'): 8.3,\n",
-       "  Timestamp('2023-02-06 22:00:00'): 7.9,\n",
-       "  Timestamp('2023-02-06 23:00:00'): 7.6,\n",
-       "  Timestamp('2023-02-07 00:00:00'): 7.3,\n",
-       "  Timestamp('2023-02-07 01:00:00'): 6.9,\n",
-       "  Timestamp('2023-02-07 02:00:00'): 5.6,\n",
-       "  Timestamp('2023-02-07 03:00:00'): 5.0,\n",
-       "  Timestamp('2023-02-07 04:00:00'): 4.8,\n",
-       "  Timestamp('2023-02-07 05:00:00'): 4.2,\n",
-       "  Timestamp('2023-02-07 06:00:00'): 3.7,\n",
-       "  Timestamp('2023-02-07 07:00:00'): 2.7,\n",
-       "  Timestamp('2023-02-07 08:00:00'): 2.7,\n",
-       "  Timestamp('2023-02-07 09:00:00'): 2.3,\n",
-       "  Timestamp('2023-02-07 10:00:00'): 1.8,\n",
-       "  Timestamp('2023-02-07 11:00:00'): 2.2,\n",
-       "  Timestamp('2023-02-07 12:00:00'): 1.9,\n",
-       "  Timestamp('2023-02-07 13:00:00'): 2.3,\n",
-       "  Timestamp('2023-02-07 14:00:00'): 2.5,\n",
-       "  Timestamp('2023-02-07 15:00:00'): 2.4,\n",
-       "  Timestamp('2023-02-07 16:00:00'): 2.9,\n",
-       "  Timestamp('2023-02-07 17:00:00'): 3.2,\n",
-       "  Timestamp('2023-02-07 18:00:00'): 4.0,\n",
-       "  Timestamp('2023-02-07 19:00:00'): 4.5,\n",
-       "  Timestamp('2023-02-07 20:00:00'): 4.9,\n",
-       "  Timestamp('2023-02-07 21:00:00'): 5.2,\n",
-       "  Timestamp('2023-02-07 22:00:00'): 5.6,\n",
-       "  Timestamp('2023-02-07 23:00:00'): 5.8,\n",
-       "  Timestamp('2023-02-08 00:00:00'): 5.7,\n",
-       "  Timestamp('2023-02-08 01:00:00'): 5.8,\n",
-       "  Timestamp('2023-02-08 02:00:00'): 5.6,\n",
-       "  Timestamp('2023-02-08 03:00:00'): 5.7,\n",
-       "  Timestamp('2023-02-08 04:00:00'): 6.0,\n",
-       "  Timestamp('2023-02-08 05:00:00'): 5.9,\n",
-       "  Timestamp('2023-02-08 06:00:00'): 5.6,\n",
-       "  Timestamp('2023-02-08 07:00:00'): 5.8,\n",
-       "  Timestamp('2023-02-08 08:00:00'): 4.9,\n",
-       "  Timestamp('2023-02-08 09:00:00'): 5.5,\n",
-       "  Timestamp('2023-02-08 10:00:00'): 5.8,\n",
-       "  Timestamp('2023-02-08 11:00:00'): 6.1,\n",
-       "  Timestamp('2023-02-08 12:00:00'): 6.4,\n",
-       "  Timestamp('2023-02-08 13:00:00'): 6.7,\n",
-       "  Timestamp('2023-02-08 14:00:00'): 6.2,\n",
-       "  Timestamp('2023-02-08 15:00:00'): 8.3,\n",
-       "  Timestamp('2023-02-08 16:00:00'): 9.1,\n",
-       "  Timestamp('2023-02-08 17:00:00'): 15.0,\n",
-       "  Timestamp('2023-02-08 18:00:00'): 15.6,\n",
-       "  Timestamp('2023-02-08 19:00:00'): 15.7,\n",
-       "  Timestamp('2023-02-08 20:00:00'): 16.1,\n",
-       "  Timestamp('2023-02-08 21:00:00'): 15.6,\n",
-       "  Timestamp('2023-02-08 22:00:00'): 16.1,\n",
-       "  Timestamp('2023-02-08 23:00:00'): 14.8,\n",
-       "  Timestamp('2023-02-09 00:00:00'): 13.8,\n",
-       "  Timestamp('2023-02-09 01:00:00'): 12.0,\n",
-       "  Timestamp('2023-02-09 02:00:00'): 10.3,\n",
-       "  Timestamp('2023-02-09 03:00:00'): 9.5,\n",
-       "  Timestamp('2023-02-09 04:00:00'): 9.2,\n",
-       "  Timestamp('2023-02-09 05:00:00'): 8.7,\n",
-       "  Timestamp('2023-02-09 06:00:00'): 8.1,\n",
-       "  Timestamp('2023-02-09 07:00:00'): 7.7,\n",
-       "  Timestamp('2023-02-09 08:00:00'): 6.7,\n",
-       "  Timestamp('2023-02-09 09:00:00'): 6.6,\n",
-       "  Timestamp('2023-02-09 10:00:00'): 6.5,\n",
-       "  Timestamp('2023-02-09 11:00:00'): 6.8,\n",
-       "  Timestamp('2023-02-09 12:00:00'): 6.1,\n",
-       "  Timestamp('2023-02-09 13:00:00'): 6.7,\n",
-       "  Timestamp('2023-02-09 14:00:00'): 6.3,\n",
-       "  Timestamp('2023-02-09 15:00:00'): 7.9,\n",
-       "  Timestamp('2023-02-09 16:00:00'): 8.2,\n",
-       "  Timestamp('2023-02-09 17:00:00'): 8.7,\n",
-       "  Timestamp('2023-02-09 18:00:00'): 8.9,\n",
-       "  Timestamp('2023-02-09 19:00:00'): 7.5,\n",
-       "  Timestamp('2023-02-09 20:00:00'): 11.2,\n",
-       "  Timestamp('2023-02-09 21:00:00'): 11.4,\n",
-       "  Timestamp('2023-02-09 22:00:00'): 10.0,\n",
-       "  Timestamp('2023-02-09 23:00:00'): 9.9,\n",
-       "  Timestamp('2023-02-10 00:00:00'): 10.0,\n",
-       "  Timestamp('2023-02-10 01:00:00'): 10.8,\n",
-       "  Timestamp('2023-02-10 03:00:00'): 10.1,\n",
-       "  Timestamp('2023-02-10 04:00:00'): 10.5,\n",
-       "  Timestamp('2023-02-10 05:00:00'): 10.3,\n",
-       "  Timestamp('2023-02-10 06:00:00'): 10.1,\n",
-       "  Timestamp('2023-02-10 07:00:00'): 10.5,\n",
-       "  Timestamp('2023-02-10 08:00:00'): 12.9,\n",
-       "  Timestamp('2023-02-10 09:00:00'): 14.3,\n",
-       "  Timestamp('2023-02-10 10:00:00'): 14.9,\n",
-       "  Timestamp('2023-02-10 11:00:00'): 14.5,\n",
-       "  Timestamp('2023-02-10 12:00:00'): 16.3,\n",
-       "  Timestamp('2023-02-10 13:00:00'): 14.7,\n",
-       "  Timestamp('2023-02-10 14:00:00'): 12.9,\n",
-       "  Timestamp('2023-02-10 15:00:00'): 13.2,\n",
-       "  Timestamp('2023-02-10 16:00:00'): 12.5,\n",
-       "  Timestamp('2023-02-10 17:00:00'): 13.0,\n",
-       "  Timestamp('2023-02-10 18:00:00'): 13.3,\n",
-       "  Timestamp('2023-02-10 19:00:00'): 13.3,\n",
-       "  Timestamp('2023-02-10 20:00:00'): 13.2,\n",
-       "  Timestamp('2023-02-10 21:00:00'): 13.6,\n",
-       "  Timestamp('2023-02-10 22:00:00'): 13.2,\n",
-       "  Timestamp('2023-02-10 23:00:00'): 12.6,\n",
-       "  Timestamp('2023-02-11 00:00:00'): 11.2,\n",
-       "  Timestamp('2023-02-11 01:00:00'): 10.0,\n",
-       "  Timestamp('2023-02-11 02:00:00'): 9.2,\n",
-       "  Timestamp('2023-02-11 03:00:00'): 8.8,\n",
-       "  Timestamp('2023-02-11 04:00:00'): 8.6,\n",
-       "  Timestamp('2023-02-11 05:00:00'): 8.6,\n",
-       "  Timestamp('2023-02-11 06:00:00'): 8.3,\n",
-       "  Timestamp('2023-02-11 07:00:00'): 8.1,\n",
-       "  Timestamp('2023-02-11 08:00:00'): 7.6,\n",
-       "  Timestamp('2023-02-11 09:00:00'): 6.8,\n",
-       "  Timestamp('2023-02-11 10:00:00'): 5.6,\n",
-       "  Timestamp('2023-02-11 11:00:00'): 5.1,\n",
-       "  Timestamp('2023-02-11 12:00:00'): 4.9,\n",
-       "  Timestamp('2023-02-11 13:00:00'): 4.6,\n",
-       "  Timestamp('2023-02-11 14:00:00'): 4.6,\n",
-       "  Timestamp('2023-02-11 15:00:00'): 4.7,\n",
-       "  Timestamp('2023-02-11 16:00:00'): 4.4,\n",
-       "  Timestamp('2023-02-11 17:00:00'): 4.5,\n",
-       "  Timestamp('2023-02-11 18:00:00'): 4.8,\n",
-       "  Timestamp('2023-02-11 19:00:00'): 5.2,\n",
-       "  ...},\n",
-       " 'tplm2_WTMP': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 01:00:00'): nan,\n",
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-       "  Timestamp('2023-01-14 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-14 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-14 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-14 22:00:00'): nan,\n",
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-       "  Timestamp('2023-01-15 00:00:00'): nan,\n",
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-       "  Timestamp('2023-01-15 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-15 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 01:00:00'): nan,\n",
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-       "  Timestamp('2023-01-17 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-17 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 01:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-25 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-25 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 06:00:00'): nan,\n",
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-       "  Timestamp('2023-02-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 12:00:00'): nan,\n",
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-       "  Timestamp('2023-02-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 23:00:00'): nan,\n",
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-       "  Timestamp('2023-02-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 13:00:00'): nan,\n",
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-       "  Timestamp('2023-02-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 20:00:00'): nan,\n",
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-       "  Timestamp('2023-02-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 19:00:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_DEWP': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-15 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-15 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-15 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 14:00:00'): nan,\n",
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-       "  Timestamp('2023-01-15 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 00:00:00'): nan,\n",
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-       "  Timestamp('2023-01-16 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-16 08:00:00'): nan,\n",
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-       "  Timestamp('2023-01-16 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 17:00:00'): nan,\n",
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-       "  Timestamp('2023-01-16 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-17 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 18:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-26 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 23:00:00'): nan,\n",
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-       "  Timestamp('2023-02-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 08:00:00'): nan,\n",
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-       "  Timestamp('2023-02-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 20:00:00'): nan,\n",
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-       "  Timestamp('2023-02-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 05:00:00'): nan,\n",
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-       "  Timestamp('2023-02-02 09:00:00'): nan,\n",
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-       "  Timestamp('2023-02-02 11:00:00'): nan,\n",
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-       "  Timestamp('2023-02-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 23:00:00'): nan,\n",
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-       "  Timestamp('2023-02-03 02:00:00'): nan,\n",
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-       "  Timestamp('2023-02-03 14:00:00'): nan,\n",
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-       "  Timestamp('2023-02-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 19:00:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_VIS': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 08:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 10:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-21 00:00:00'): nan,\n",
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-       "  Timestamp('2023-01-26 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-26 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 05:00:00'): nan,\n",
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-       "  Timestamp('2023-02-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 09:00:00'): nan,\n",
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-       "  Timestamp('2023-02-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 23:00:00'): nan,\n",
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-       "  Timestamp('2023-02-04 01:00:00'): nan,\n",
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-       "  Timestamp('2023-02-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 19:00:00'): nan,\n",
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-       "  Timestamp('2023-02-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 19:00:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_TIDE': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-06 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-08 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-09 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-11 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-12 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-13 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-14 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-15 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 02:00:00'): nan,\n",
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-       "  Timestamp('2023-01-16 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 10:00:00'): nan,\n",
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-       "  Timestamp('2023-01-16 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-16 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-16 22:00:00'): nan,\n",
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-       "  Timestamp('2023-01-17 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-17 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-17 08:00:00'): nan,\n",
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-       "  Timestamp('2023-01-17 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-17 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 06:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-18 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-18 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 02:00:00'): nan,\n",
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-       "  Timestamp('2023-01-19 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-19 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 05:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 09:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 13:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 16:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-20 19:00:00'): nan,\n",
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-       "  Timestamp('2023-01-20 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-21 03:00:00'): nan,\n",
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-       "  Timestamp('2023-01-27 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-27 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-28 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-29 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-30 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-31 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 09:00:00'): nan,\n",
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-       "  Timestamp('2023-02-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-04 12:00:00'): nan,\n",
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-       "  Timestamp('2023-02-04 15:00:00'): nan,\n",
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-       "  Timestamp('2023-02-04 17:00:00'): nan,\n",
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-       "  Timestamp('2023-02-04 20:00:00'): nan,\n",
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-       "  Timestamp('2023-02-05 17:00:00'): nan,\n",
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-       "  Timestamp('2023-02-10 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 19:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 20:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 21:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 22:00:00'): nan,\n",
-       "  Timestamp('2023-02-10 23:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 00:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 01:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 02:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 03:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 04:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 05:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 06:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 07:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 08:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 09:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 10:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 11:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 12:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 13:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 14:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 15:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 16:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 17:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 18:00:00'): nan,\n",
-       "  Timestamp('2023-02-11 19:00:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_GDR': {Timestamp('2023-01-01 00:00:00'): 139.0,\n",
-       "  Timestamp('2023-01-01 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 145.0,\n",
-       "  Timestamp('2023-01-01 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 164.0,\n",
-       "  Timestamp('2023-01-01 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 174.0,\n",
-       "  Timestamp('2023-01-01 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 218.0,\n",
-       "  Timestamp('2023-01-01 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 234.0,\n",
-       "  Timestamp('2023-01-01 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 242.0,\n",
-       "  Timestamp('2023-01-01 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 228.0,\n",
-       "  Timestamp('2023-01-01 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 234.0,\n",
-       "  Timestamp('2023-01-01 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 263.0,\n",
-       "  Timestamp('2023-01-01 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 242.0,\n",
-       "  Timestamp('2023-01-01 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 272.0,\n",
-       "  Timestamp('2023-01-01 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 277.0,\n",
-       "  Timestamp('2023-01-01 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 269.0,\n",
-       "  Timestamp('2023-01-01 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 273.0,\n",
-       "  Timestamp('2023-01-01 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 278.0,\n",
-       "  Timestamp('2023-01-01 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 282.0,\n",
-       "  Timestamp('2023-01-01 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 280.0,\n",
-       "  Timestamp('2023-01-01 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 278.0,\n",
-       "  Timestamp('2023-01-01 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 280.0,\n",
-       "  Timestamp('2023-01-01 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 141.0,\n",
-       "  Timestamp('2023-01-01 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 161.0,\n",
-       "  Timestamp('2023-01-01 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 151.0,\n",
-       "  Timestamp('2023-01-01 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 180.0,\n",
-       "  Timestamp('2023-01-01 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 147.0,\n",
-       "  Timestamp('2023-01-02 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 137.0,\n",
-       "  Timestamp('2023-01-02 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 157.0,\n",
-       "  Timestamp('2023-01-02 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 156.0,\n",
-       "  Timestamp('2023-01-02 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): 174.0,\n",
-       "  Timestamp('2023-01-02 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): 163.0,\n",
-       "  Timestamp('2023-01-02 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): 152.0,\n",
-       "  Timestamp('2023-01-02 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): 155.0,\n",
-       "  Timestamp('2023-01-02 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): 213.0,\n",
-       "  Timestamp('2023-01-02 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): 178.0,\n",
-       "  Timestamp('2023-01-02 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): 246.0,\n",
-       "  Timestamp('2023-01-02 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): 184.0,\n",
-       "  Timestamp('2023-01-02 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): 179.0,\n",
-       "  Timestamp('2023-01-02 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): 176.0,\n",
-       "  Timestamp('2023-01-02 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): 175.0,\n",
-       "  Timestamp('2023-01-02 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): 198.0,\n",
-       "  Timestamp('2023-01-02 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): 142.0,\n",
-       "  Timestamp('2023-01-02 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): 136.0,\n",
-       "  Timestamp('2023-01-02 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): 133.0,\n",
-       "  Timestamp('2023-01-02 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): 145.0,\n",
-       "  Timestamp('2023-01-02 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): 147.0,\n",
-       "  Timestamp('2023-01-02 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): 143.0,\n",
-       "  Timestamp('2023-01-02 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): 143.0,\n",
-       "  Timestamp('2023-01-02 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 141.0,\n",
-       "  Timestamp('2023-01-02 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): 137.0,\n",
-       "  Timestamp('2023-01-03 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): 145.0,\n",
-       "  Timestamp('2023-01-03 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): 142.0,\n",
-       "  Timestamp('2023-01-03 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:50:00'): nan,\n",
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-       "  Timestamp('2023-01-07 20:00:00'): 279.0,\n",
-       "  Timestamp('2023-01-07 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): 291.0,\n",
-       "  Timestamp('2023-01-07 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): 319.0,\n",
-       "  Timestamp('2023-01-07 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): 316.0,\n",
-       "  Timestamp('2023-01-07 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): 293.0,\n",
-       "  Timestamp('2023-01-08 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:30:00'): nan,\n",
-       "  ...},\n",
-       " 'tplm2_GTIME': {Timestamp('2023-01-01 00:00:00'): 2308.0,\n",
-       "  Timestamp('2023-01-01 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 5.0,\n",
-       "  Timestamp('2023-01-01 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 141.0,\n",
-       "  Timestamp('2023-01-01 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 201.0,\n",
-       "  Timestamp('2023-01-01 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 359.0,\n",
-       "  Timestamp('2023-01-01 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 458.0,\n",
-       "  Timestamp('2023-01-01 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 500.0,\n",
-       "  Timestamp('2023-01-01 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 618.0,\n",
-       "  Timestamp('2023-01-01 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 700.0,\n",
-       "  Timestamp('2023-01-01 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 839.0,\n",
-       "  Timestamp('2023-01-01 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 937.0,\n",
-       "  Timestamp('2023-01-01 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 1055.0,\n",
-       "  Timestamp('2023-01-01 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 1105.0,\n",
-       "  Timestamp('2023-01-01 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 1212.0,\n",
-       "  Timestamp('2023-01-01 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 1359.0,\n",
-       "  Timestamp('2023-01-01 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 1411.0,\n",
-       "  Timestamp('2023-01-01 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 1557.0,\n",
-       "  Timestamp('2023-01-01 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 1634.0,\n",
-       "  Timestamp('2023-01-01 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 1759.0,\n",
-       "  Timestamp('2023-01-01 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 1806.0,\n",
-       "  Timestamp('2023-01-01 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 1957.0,\n",
-       "  Timestamp('2023-01-01 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 2049.0,\n",
-       "  Timestamp('2023-01-01 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 2100.0,\n",
-       "  Timestamp('2023-01-01 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 2208.0,\n",
-       "  Timestamp('2023-01-01 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 2347.0,\n",
-       "  Timestamp('2023-01-02 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 19.0,\n",
-       "  Timestamp('2023-01-02 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 100.0,\n",
-       "  Timestamp('2023-01-02 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 222.0,\n",
-       "  Timestamp('2023-01-02 03:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): 354.0,\n",
-       "  Timestamp('2023-01-02 04:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): 435.0,\n",
-       "  Timestamp('2023-01-02 05:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): 559.0,\n",
-       "  Timestamp('2023-01-02 06:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): 600.0,\n",
-       "  Timestamp('2023-01-02 07:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): 746.0,\n",
-       "  Timestamp('2023-01-02 08:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): 823.0,\n",
-       "  Timestamp('2023-01-02 09:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): 924.0,\n",
-       "  Timestamp('2023-01-02 10:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): 1050.0,\n",
-       "  Timestamp('2023-01-02 11:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): 1153.0,\n",
-       "  Timestamp('2023-01-02 12:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): 1259.0,\n",
-       "  Timestamp('2023-01-02 13:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): 1300.0,\n",
-       "  Timestamp('2023-01-02 14:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): 1420.0,\n",
-       "  Timestamp('2023-01-02 15:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): 1514.0,\n",
-       "  Timestamp('2023-01-02 16:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): 1659.0,\n",
-       "  Timestamp('2023-01-02 17:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): 1725.0,\n",
-       "  Timestamp('2023-01-02 18:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): 1828.0,\n",
-       "  Timestamp('2023-01-02 19:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): 1949.0,\n",
-       "  Timestamp('2023-01-02 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): 2049.0,\n",
-       "  Timestamp('2023-01-02 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): 2100.0,\n",
-       "  Timestamp('2023-01-02 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 2259.0,\n",
-       "  Timestamp('2023-01-02 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): 2329.0,\n",
-       "  Timestamp('2023-01-03 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): 44.0,\n",
-       "  Timestamp('2023-01-03 01:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): 130.0,\n",
-       "  Timestamp('2023-01-03 02:10:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:20:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:40:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:50:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): 230.0,\n",
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-       "  Timestamp('2023-01-05 10:30:00'): nan,\n",
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-       "  Timestamp('2023-01-05 11:00:00'): 1006.0,\n",
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-       "  Timestamp('2023-01-05 13:00:00'): 1201.0,\n",
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-       "  Timestamp('2023-01-05 14:00:00'): 1300.0,\n",
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-       "  Timestamp('2023-01-05 16:00:00'): 1526.0,\n",
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-       "  Timestamp('2023-01-05 17:00:00'): 1655.0,\n",
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-       "  Timestamp('2023-01-05 18:00:00'): 1759.0,\n",
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-       "  Timestamp('2023-01-05 19:00:00'): 1807.0,\n",
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-       "  Timestamp('2023-01-05 20:00:00'): 1916.0,\n",
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-       "  Timestamp('2023-01-05 21:00:00'): 2000.0,\n",
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-       "  Timestamp('2023-01-05 22:00:00'): 2100.0,\n",
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-       "  Timestamp('2023-01-05 23:00:00'): 2259.0,\n",
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-       "  Timestamp('2023-01-07 19:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 19:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:00:00'): 1900.0,\n",
-       "  Timestamp('2023-01-07 20:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 20:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:00:00'): 2025.0,\n",
-       "  Timestamp('2023-01-07 21:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 21:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:00:00'): 2114.0,\n",
-       "  Timestamp('2023-01-07 22:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 22:50:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:00:00'): 2213.0,\n",
-       "  Timestamp('2023-01-07 23:10:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:20:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:40:00'): nan,\n",
-       "  Timestamp('2023-01-07 23:50:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:00:00'): 2300.0,\n",
-       "  Timestamp('2023-01-08 00:10:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:20:00'): nan,\n",
-       "  Timestamp('2023-01-08 00:30:00'): nan,\n",
-       "  ...},\n",
-       " 'apam2_WDIR': {Timestamp('2023-01-01 00:00:00'): 124.0,\n",
-       "  Timestamp('2023-01-01 00:06:00'): 120.0,\n",
-       "  Timestamp('2023-01-01 00:12:00'): 140.0,\n",
-       "  Timestamp('2023-01-01 00:18:00'): 171.0,\n",
-       "  Timestamp('2023-01-01 00:24:00'): 165.0,\n",
-       "  Timestamp('2023-01-01 00:30:00'): 180.0,\n",
-       "  Timestamp('2023-01-01 00:36:00'): 257.0,\n",
-       "  Timestamp('2023-01-01 00:42:00'): 231.0,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 131.0,\n",
-       "  Timestamp('2023-01-01 01:06:00'): 107.0,\n",
-       "  Timestamp('2023-01-01 01:12:00'): 107.0,\n",
-       "  Timestamp('2023-01-01 01:18:00'): 157.0,\n",
-       "  Timestamp('2023-01-01 01:24:00'): 96.0,\n",
-       "  Timestamp('2023-01-01 01:30:00'): 90.0,\n",
-       "  Timestamp('2023-01-01 01:36:00'): 92.0,\n",
-       "  Timestamp('2023-01-01 01:42:00'): 178.0,\n",
-       "  Timestamp('2023-01-01 01:48:00'): 168.0,\n",
-       "  Timestamp('2023-01-01 01:54:00'): 288.0,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 239.0,\n",
-       "  Timestamp('2023-01-01 02:06:00'): 308.0,\n",
-       "  Timestamp('2023-01-01 02:12:00'): 315.0,\n",
-       "  Timestamp('2023-01-01 02:18:00'): 325.0,\n",
-       "  Timestamp('2023-01-01 02:24:00'): 297.0,\n",
-       "  Timestamp('2023-01-01 02:30:00'): 321.0,\n",
-       "  Timestamp('2023-01-01 02:36:00'): 351.0,\n",
-       "  Timestamp('2023-01-01 02:42:00'): 338.0,\n",
-       "  Timestamp('2023-01-01 02:48:00'): 38.0,\n",
-       "  Timestamp('2023-01-01 02:54:00'): 45.0,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 179.0,\n",
-       "  Timestamp('2023-01-01 03:06:00'): 127.0,\n",
-       "  Timestamp('2023-01-01 03:12:00'): 101.0,\n",
-       "  Timestamp('2023-01-01 03:18:00'): 116.0,\n",
-       "  Timestamp('2023-01-01 03:24:00'): 146.0,\n",
-       "  Timestamp('2023-01-01 03:30:00'): 140.0,\n",
-       "  Timestamp('2023-01-01 03:36:00'): 94.0,\n",
-       "  Timestamp('2023-01-01 03:42:00'): 93.0,\n",
-       "  Timestamp('2023-01-01 03:48:00'): 98.0,\n",
-       "  Timestamp('2023-01-01 03:54:00'): 128.0,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 196.0,\n",
-       "  Timestamp('2023-01-01 04:06:00'): 159.0,\n",
-       "  Timestamp('2023-01-01 04:12:00'): 284.0,\n",
-       "  Timestamp('2023-01-01 04:18:00'): 265.0,\n",
-       "  Timestamp('2023-01-01 04:24:00'): 252.0,\n",
-       "  Timestamp('2023-01-01 04:30:00'): 238.0,\n",
-       "  Timestamp('2023-01-01 04:36:00'): 273.0,\n",
-       "  Timestamp('2023-01-01 04:42:00'): 299.0,\n",
-       "  Timestamp('2023-01-01 04:48:00'): 314.0,\n",
-       "  Timestamp('2023-01-01 04:54:00'): 286.0,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 267.0,\n",
-       "  Timestamp('2023-01-01 05:06:00'): 245.0,\n",
-       "  Timestamp('2023-01-01 05:12:00'): 245.0,\n",
-       "  Timestamp('2023-01-01 05:18:00'): 249.0,\n",
-       "  Timestamp('2023-01-01 05:24:00'): 270.0,\n",
-       "  Timestamp('2023-01-01 05:30:00'): 257.0,\n",
-       "  Timestamp('2023-01-01 05:36:00'): 247.0,\n",
-       "  Timestamp('2023-01-01 05:42:00'): 248.0,\n",
-       "  Timestamp('2023-01-01 05:48:00'): 243.0,\n",
-       "  Timestamp('2023-01-01 05:54:00'): 245.0,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 230.0,\n",
-       "  Timestamp('2023-01-01 06:06:00'): 246.0,\n",
-       "  Timestamp('2023-01-01 06:12:00'): 243.0,\n",
-       "  Timestamp('2023-01-01 06:18:00'): 250.0,\n",
-       "  Timestamp('2023-01-01 06:24:00'): 253.0,\n",
-       "  Timestamp('2023-01-01 06:30:00'): 244.0,\n",
-       "  Timestamp('2023-01-01 06:36:00'): 234.0,\n",
-       "  Timestamp('2023-01-01 06:42:00'): 235.0,\n",
-       "  Timestamp('2023-01-01 06:48:00'): 248.0,\n",
-       "  Timestamp('2023-01-01 06:54:00'): 256.0,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 252.0,\n",
-       "  Timestamp('2023-01-01 07:06:00'): 244.0,\n",
-       "  Timestamp('2023-01-01 07:12:00'): 237.0,\n",
-       "  Timestamp('2023-01-01 07:18:00'): 233.0,\n",
-       "  Timestamp('2023-01-01 07:24:00'): 252.0,\n",
-       "  Timestamp('2023-01-01 07:30:00'): 249.0,\n",
-       "  Timestamp('2023-01-01 07:36:00'): 252.0,\n",
-       "  Timestamp('2023-01-01 07:42:00'): 279.0,\n",
-       "  Timestamp('2023-01-01 07:48:00'): 223.0,\n",
-       "  Timestamp('2023-01-01 07:54:00'): 248.0,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 263.0,\n",
-       "  Timestamp('2023-01-01 08:06:00'): 261.0,\n",
-       "  Timestamp('2023-01-01 08:12:00'): 281.0,\n",
-       "  Timestamp('2023-01-01 08:18:00'): 271.0,\n",
-       "  Timestamp('2023-01-01 08:24:00'): 257.0,\n",
-       "  Timestamp('2023-01-01 08:30:00'): 273.0,\n",
-       "  Timestamp('2023-01-01 08:36:00'): 285.0,\n",
-       "  Timestamp('2023-01-01 08:42:00'): 298.0,\n",
-       "  Timestamp('2023-01-01 08:48:00'): 317.0,\n",
-       "  Timestamp('2023-01-01 08:54:00'): 293.0,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 298.0,\n",
-       "  Timestamp('2023-01-01 09:06:00'): 265.0,\n",
-       "  Timestamp('2023-01-01 09:12:00'): 292.0,\n",
-       "  Timestamp('2023-01-01 09:18:00'): 280.0,\n",
-       "  Timestamp('2023-01-01 09:24:00'): 305.0,\n",
-       "  Timestamp('2023-01-01 09:30:00'): 312.0,\n",
-       "  Timestamp('2023-01-01 09:36:00'): 294.0,\n",
-       "  Timestamp('2023-01-01 09:42:00'): 315.0,\n",
-       "  Timestamp('2023-01-01 09:48:00'): 353.0,\n",
-       "  Timestamp('2023-01-01 09:54:00'): 334.0,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 237.0,\n",
-       "  Timestamp('2023-01-01 10:06:00'): 221.0,\n",
-       "  Timestamp('2023-01-01 10:12:00'): 353.0,\n",
-       "  Timestamp('2023-01-01 10:18:00'): 348.0,\n",
-       "  Timestamp('2023-01-01 10:24:00'): 322.0,\n",
-       "  Timestamp('2023-01-01 10:30:00'): 297.0,\n",
-       "  Timestamp('2023-01-01 10:36:00'): 280.0,\n",
-       "  Timestamp('2023-01-01 10:42:00'): 253.0,\n",
-       "  Timestamp('2023-01-01 10:48:00'): 289.0,\n",
-       "  Timestamp('2023-01-01 10:54:00'): 344.0,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 327.0,\n",
-       "  Timestamp('2023-01-01 11:06:00'): 304.0,\n",
-       "  Timestamp('2023-01-01 11:12:00'): 276.0,\n",
-       "  Timestamp('2023-01-01 11:18:00'): 265.0,\n",
-       "  Timestamp('2023-01-01 11:24:00'): 305.0,\n",
-       "  Timestamp('2023-01-01 11:30:00'): 288.0,\n",
-       "  Timestamp('2023-01-01 11:36:00'): 271.0,\n",
-       "  Timestamp('2023-01-01 11:42:00'): 278.0,\n",
-       "  Timestamp('2023-01-01 11:48:00'): 265.0,\n",
-       "  Timestamp('2023-01-01 11:54:00'): 315.0,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 308.0,\n",
-       "  Timestamp('2023-01-01 12:06:00'): 273.0,\n",
-       "  Timestamp('2023-01-01 12:12:00'): 274.0,\n",
-       "  Timestamp('2023-01-01 12:18:00'): 321.0,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): 299.0,\n",
-       "  Timestamp('2023-01-01 12:42:00'): 280.0,\n",
-       "  Timestamp('2023-01-01 12:48:00'): 286.0,\n",
-       "  Timestamp('2023-01-01 12:54:00'): 275.0,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 310.0,\n",
-       "  Timestamp('2023-01-01 13:06:00'): 311.0,\n",
-       "  Timestamp('2023-01-01 13:12:00'): 286.0,\n",
-       "  Timestamp('2023-01-01 13:18:00'): 271.0,\n",
-       "  Timestamp('2023-01-01 13:24:00'): 265.0,\n",
-       "  Timestamp('2023-01-01 13:30:00'): 288.0,\n",
-       "  Timestamp('2023-01-01 13:36:00'): 298.0,\n",
-       "  Timestamp('2023-01-01 13:42:00'): 303.0,\n",
-       "  Timestamp('2023-01-01 13:48:00'): 311.0,\n",
-       "  Timestamp('2023-01-01 13:54:00'): 299.0,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 301.0,\n",
-       "  Timestamp('2023-01-01 14:06:00'): 297.0,\n",
-       "  Timestamp('2023-01-01 14:12:00'): 280.0,\n",
-       "  Timestamp('2023-01-01 14:18:00'): 287.0,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): 283.0,\n",
-       "  Timestamp('2023-01-01 14:42:00'): 287.0,\n",
-       "  Timestamp('2023-01-01 14:48:00'): 275.0,\n",
-       "  Timestamp('2023-01-01 14:54:00'): 273.0,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 291.0,\n",
-       "  Timestamp('2023-01-01 15:06:00'): 293.0,\n",
-       "  Timestamp('2023-01-01 15:12:00'): 306.0,\n",
-       "  Timestamp('2023-01-01 15:18:00'): 305.0,\n",
-       "  Timestamp('2023-01-01 15:24:00'): 297.0,\n",
-       "  Timestamp('2023-01-01 15:30:00'): 302.0,\n",
-       "  Timestamp('2023-01-01 15:36:00'): 287.0,\n",
-       "  Timestamp('2023-01-01 15:42:00'): 291.0,\n",
-       "  Timestamp('2023-01-01 15:48:00'): 282.0,\n",
-       "  Timestamp('2023-01-01 15:54:00'): 298.0,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 291.0,\n",
-       "  Timestamp('2023-01-01 16:06:00'): 292.0,\n",
-       "  Timestamp('2023-01-01 16:12:00'): 262.0,\n",
-       "  Timestamp('2023-01-01 16:18:00'): 278.0,\n",
-       "  Timestamp('2023-01-01 16:24:00'): 277.0,\n",
-       "  Timestamp('2023-01-01 16:30:00'): 283.0,\n",
-       "  Timestamp('2023-01-01 16:36:00'): 273.0,\n",
-       "  Timestamp('2023-01-01 16:42:00'): 287.0,\n",
-       "  Timestamp('2023-01-01 16:48:00'): 285.0,\n",
-       "  Timestamp('2023-01-01 16:54:00'): 278.0,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 265.0,\n",
-       "  Timestamp('2023-01-01 17:06:00'): 278.0,\n",
-       "  Timestamp('2023-01-01 17:12:00'): 260.0,\n",
-       "  Timestamp('2023-01-01 17:18:00'): 288.0,\n",
-       "  Timestamp('2023-01-01 17:24:00'): 281.0,\n",
-       "  Timestamp('2023-01-01 17:30:00'): 290.0,\n",
-       "  Timestamp('2023-01-01 17:36:00'): 282.0,\n",
-       "  Timestamp('2023-01-01 17:42:00'): 270.0,\n",
-       "  Timestamp('2023-01-01 17:48:00'): 267.0,\n",
-       "  Timestamp('2023-01-01 17:54:00'): 269.0,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 272.0,\n",
-       "  Timestamp('2023-01-01 18:06:00'): 266.0,\n",
-       "  Timestamp('2023-01-01 18:12:00'): 271.0,\n",
-       "  Timestamp('2023-01-01 18:18:00'): 272.0,\n",
-       "  Timestamp('2023-01-01 18:24:00'): 253.0,\n",
-       "  Timestamp('2023-01-01 18:30:00'): 267.0,\n",
-       "  Timestamp('2023-01-01 18:36:00'): 276.0,\n",
-       "  Timestamp('2023-01-01 18:42:00'): 271.0,\n",
-       "  Timestamp('2023-01-01 18:48:00'): 252.0,\n",
-       "  Timestamp('2023-01-01 18:54:00'): 294.0,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 266.0,\n",
-       "  Timestamp('2023-01-01 19:06:00'): 297.0,\n",
-       "  Timestamp('2023-01-01 19:12:00'): 292.0,\n",
-       "  Timestamp('2023-01-01 19:18:00'): 289.0,\n",
-       "  Timestamp('2023-01-01 19:24:00'): 273.0,\n",
-       "  Timestamp('2023-01-01 19:30:00'): 295.0,\n",
-       "  Timestamp('2023-01-01 19:36:00'): 259.0,\n",
-       "  Timestamp('2023-01-01 19:42:00'): 273.0,\n",
-       "  Timestamp('2023-01-01 19:48:00'): 253.0,\n",
-       "  Timestamp('2023-01-01 19:54:00'): 221.0,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 214.0,\n",
-       "  Timestamp('2023-01-01 20:06:00'): 108.0,\n",
-       "  Timestamp('2023-01-01 20:12:00'): 125.0,\n",
-       "  Timestamp('2023-01-01 20:18:00'): 113.0,\n",
-       "  Timestamp('2023-01-01 20:24:00'): 108.0,\n",
-       "  Timestamp('2023-01-01 20:30:00'): 96.0,\n",
-       "  Timestamp('2023-01-01 20:36:00'): 92.0,\n",
-       "  Timestamp('2023-01-01 20:42:00'): 109.0,\n",
-       "  Timestamp('2023-01-01 20:48:00'): 118.0,\n",
-       "  Timestamp('2023-01-01 20:54:00'): 112.0,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 98.0,\n",
-       "  Timestamp('2023-01-01 21:06:00'): 162.0,\n",
-       "  Timestamp('2023-01-01 21:12:00'): 174.0,\n",
-       "  Timestamp('2023-01-01 21:18:00'): 149.0,\n",
-       "  Timestamp('2023-01-01 21:24:00'): 143.0,\n",
-       "  Timestamp('2023-01-01 21:30:00'): 141.0,\n",
-       "  Timestamp('2023-01-01 21:36:00'): 120.0,\n",
-       "  Timestamp('2023-01-01 21:42:00'): 149.0,\n",
-       "  Timestamp('2023-01-01 21:48:00'): 175.0,\n",
-       "  Timestamp('2023-01-01 21:54:00'): 136.0,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 140.0,\n",
-       "  Timestamp('2023-01-01 22:06:00'): 141.0,\n",
-       "  Timestamp('2023-01-01 22:12:00'): 119.0,\n",
-       "  Timestamp('2023-01-01 22:18:00'): 93.0,\n",
-       "  Timestamp('2023-01-01 22:24:00'): 88.0,\n",
-       "  Timestamp('2023-01-01 22:30:00'): 90.0,\n",
-       "  Timestamp('2023-01-01 22:36:00'): 98.0,\n",
-       "  Timestamp('2023-01-01 22:42:00'): 92.0,\n",
-       "  Timestamp('2023-01-01 22:48:00'): 84.0,\n",
-       "  Timestamp('2023-01-01 22:54:00'): 82.0,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 82.0,\n",
-       "  Timestamp('2023-01-01 23:06:00'): 41.0,\n",
-       "  Timestamp('2023-01-01 23:12:00'): 47.0,\n",
-       "  Timestamp('2023-01-01 23:18:00'): 24.0,\n",
-       "  Timestamp('2023-01-01 23:24:00'): 330.0,\n",
-       "  Timestamp('2023-01-01 23:30:00'): 102.0,\n",
-       "  Timestamp('2023-01-01 23:36:00'): 96.0,\n",
-       "  Timestamp('2023-01-01 23:42:00'): 85.0,\n",
-       "  Timestamp('2023-01-01 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:54:00'): 100.0,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 96.0,\n",
-       "  Timestamp('2023-01-02 00:06:00'): 93.0,\n",
-       "  Timestamp('2023-01-02 00:12:00'): 94.0,\n",
-       "  Timestamp('2023-01-02 00:18:00'): 100.0,\n",
-       "  Timestamp('2023-01-02 00:24:00'): 100.0,\n",
-       "  Timestamp('2023-01-02 00:30:00'): 96.0,\n",
-       "  Timestamp('2023-01-02 00:36:00'): 86.0,\n",
-       "  Timestamp('2023-01-02 00:42:00'): 87.0,\n",
-       "  Timestamp('2023-01-02 00:48:00'): 84.0,\n",
-       "  Timestamp('2023-01-02 00:54:00'): 86.0,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:06:00'): 87.0,\n",
-       "  Timestamp('2023-01-02 01:12:00'): 97.0,\n",
-       "  Timestamp('2023-01-02 01:18:00'): 105.0,\n",
-       "  Timestamp('2023-01-02 01:24:00'): 84.0,\n",
-       "  Timestamp('2023-01-02 01:30:00'): 84.0,\n",
-       "  Timestamp('2023-01-02 01:36:00'): 86.0,\n",
-       "  Timestamp('2023-01-02 01:42:00'): 92.0,\n",
-       "  Timestamp('2023-01-02 01:48:00'): 72.0,\n",
-       "  Timestamp('2023-01-02 01:54:00'): 79.0,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 87.0,\n",
-       "  Timestamp('2023-01-02 02:06:00'): 90.0,\n",
-       "  Timestamp('2023-01-02 02:12:00'): 90.0,\n",
-       "  Timestamp('2023-01-02 02:18:00'): 107.0,\n",
-       "  Timestamp('2023-01-02 02:24:00'): 104.0,\n",
-       "  Timestamp('2023-01-02 02:30:00'): 90.0,\n",
-       "  Timestamp('2023-01-02 02:36:00'): 121.0,\n",
-       "  Timestamp('2023-01-02 02:42:00'): 126.0,\n",
-       "  Timestamp('2023-01-02 02:48:00'): 152.0,\n",
-       "  Timestamp('2023-01-02 02:54:00'): 150.0,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 125.0,\n",
-       "  Timestamp('2023-01-02 03:06:00'): 136.0,\n",
-       "  Timestamp('2023-01-02 03:12:00'): 142.0,\n",
-       "  Timestamp('2023-01-02 03:18:00'): 146.0,\n",
-       "  Timestamp('2023-01-02 03:24:00'): 138.0,\n",
-       "  Timestamp('2023-01-02 03:30:00'): 134.0,\n",
-       "  Timestamp('2023-01-02 03:36:00'): 127.0,\n",
-       "  Timestamp('2023-01-02 03:42:00'): 111.0,\n",
-       "  Timestamp('2023-01-02 03:48:00'): 121.0,\n",
-       "  Timestamp('2023-01-02 03:54:00'): 120.0,\n",
-       "  Timestamp('2023-01-02 04:00:00'): 98.0,\n",
-       "  Timestamp('2023-01-02 04:06:00'): 94.0,\n",
-       "  Timestamp('2023-01-02 04:12:00'): 96.0,\n",
-       "  Timestamp('2023-01-02 04:18:00'): 124.0,\n",
-       "  Timestamp('2023-01-02 04:24:00'): 135.0,\n",
-       "  Timestamp('2023-01-02 04:30:00'): 125.0,\n",
-       "  Timestamp('2023-01-02 04:36:00'): 88.0,\n",
-       "  Timestamp('2023-01-02 04:42:00'): 124.0,\n",
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-       "  Timestamp('2023-01-02 23:24:00'): nan,\n",
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-       "  Timestamp('2023-01-04 19:12:00'): 134.0,\n",
-       "  Timestamp('2023-01-04 19:18:00'): 128.0,\n",
-       "  Timestamp('2023-01-04 19:24:00'): 166.0,\n",
-       "  Timestamp('2023-01-04 19:30:00'): 112.0,\n",
-       "  Timestamp('2023-01-04 19:36:00'): 112.0,\n",
-       "  Timestamp('2023-01-04 19:42:00'): 104.0,\n",
-       "  Timestamp('2023-01-04 19:48:00'): 125.0,\n",
-       "  Timestamp('2023-01-04 19:54:00'): 108.0,\n",
-       "  Timestamp('2023-01-04 20:00:00'): 116.0,\n",
-       "  Timestamp('2023-01-04 20:06:00'): 177.0,\n",
-       "  Timestamp('2023-01-04 20:12:00'): 79.0,\n",
-       "  Timestamp('2023-01-04 20:18:00'): 121.0,\n",
-       "  Timestamp('2023-01-04 20:24:00'): 75.0,\n",
-       "  Timestamp('2023-01-04 20:30:00'): 125.0,\n",
-       "  Timestamp('2023-01-04 20:36:00'): 103.0,\n",
-       "  Timestamp('2023-01-04 20:42:00'): 82.0,\n",
-       "  Timestamp('2023-01-04 20:48:00'): 110.0,\n",
-       "  Timestamp('2023-01-04 20:54:00'): 186.0,\n",
-       "  Timestamp('2023-01-04 21:00:00'): 160.0,\n",
-       "  Timestamp('2023-01-04 21:06:00'): 145.0,\n",
-       "  Timestamp('2023-01-04 21:12:00'): 155.0,\n",
-       "  Timestamp('2023-01-04 21:18:00'): 143.0,\n",
-       "  Timestamp('2023-01-04 21:24:00'): 146.0,\n",
-       "  Timestamp('2023-01-04 21:30:00'): 147.0,\n",
-       "  Timestamp('2023-01-04 21:36:00'): 150.0,\n",
-       "  Timestamp('2023-01-04 21:42:00'): 185.0,\n",
-       "  Timestamp('2023-01-04 21:48:00'): 181.0,\n",
-       "  Timestamp('2023-01-04 21:54:00'): 143.0,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 146.0,\n",
-       "  Timestamp('2023-01-04 22:06:00'): 140.0,\n",
-       "  Timestamp('2023-01-04 22:12:00'): 152.0,\n",
-       "  Timestamp('2023-01-04 22:18:00'): 164.0,\n",
-       "  Timestamp('2023-01-04 22:24:00'): 152.0,\n",
-       "  Timestamp('2023-01-04 22:30:00'): 146.0,\n",
-       "  Timestamp('2023-01-04 22:36:00'): 135.0,\n",
-       "  Timestamp('2023-01-04 22:42:00'): 134.0,\n",
-       "  Timestamp('2023-01-04 22:48:00'): 145.0,\n",
-       "  Timestamp('2023-01-04 22:54:00'): 146.0,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 139.0,\n",
-       "  Timestamp('2023-01-04 23:06:00'): 148.0,\n",
-       "  Timestamp('2023-01-04 23:12:00'): 151.0,\n",
-       "  Timestamp('2023-01-04 23:18:00'): 165.0,\n",
-       "  Timestamp('2023-01-04 23:24:00'): 148.0,\n",
-       "  Timestamp('2023-01-04 23:30:00'): 136.0,\n",
-       "  Timestamp('2023-01-04 23:36:00'): 139.0,\n",
-       "  Timestamp('2023-01-04 23:42:00'): 137.0,\n",
-       "  Timestamp('2023-01-04 23:48:00'): 155.0,\n",
-       "  Timestamp('2023-01-04 23:54:00'): 149.0,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 136.0,\n",
-       "  Timestamp('2023-01-05 00:06:00'): 145.0,\n",
-       "  Timestamp('2023-01-05 00:12:00'): 163.0,\n",
-       "  Timestamp('2023-01-05 00:18:00'): 153.0,\n",
-       "  Timestamp('2023-01-05 00:24:00'): 169.0,\n",
-       "  Timestamp('2023-01-05 00:30:00'): 157.0,\n",
-       "  Timestamp('2023-01-05 00:36:00'): 139.0,\n",
-       "  Timestamp('2023-01-05 00:42:00'): 148.0,\n",
-       "  Timestamp('2023-01-05 00:48:00'): 116.0,\n",
-       "  Timestamp('2023-01-05 00:54:00'): 123.0,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 96.0,\n",
-       "  Timestamp('2023-01-05 01:06:00'): 107.0,\n",
-       "  Timestamp('2023-01-05 01:12:00'): 94.0,\n",
-       "  Timestamp('2023-01-05 01:18:00'): 91.0,\n",
-       "  Timestamp('2023-01-05 01:24:00'): 95.0,\n",
-       "  Timestamp('2023-01-05 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:36:00'): 96.0,\n",
-       "  Timestamp('2023-01-05 01:42:00'): 92.0,\n",
-       "  Timestamp('2023-01-05 01:48:00'): 87.0,\n",
-       "  Timestamp('2023-01-05 01:54:00'): 83.0,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 108.0,\n",
-       "  Timestamp('2023-01-05 02:06:00'): 78.0,\n",
-       "  Timestamp('2023-01-05 02:12:00'): 93.0,\n",
-       "  Timestamp('2023-01-05 02:18:00'): 92.0,\n",
-       "  Timestamp('2023-01-05 02:24:00'): 98.0,\n",
-       "  Timestamp('2023-01-05 02:30:00'): 105.0,\n",
-       "  Timestamp('2023-01-05 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:42:00'): 100.0,\n",
-       "  Timestamp('2023-01-05 02:48:00'): 95.0,\n",
-       "  Timestamp('2023-01-05 02:54:00'): 96.0,\n",
-       "  Timestamp('2023-01-05 03:00:00'): 96.0,\n",
-       "  Timestamp('2023-01-05 03:06:00'): 100.0,\n",
-       "  Timestamp('2023-01-05 03:12:00'): 91.0,\n",
-       "  Timestamp('2023-01-05 03:18:00'): 117.0,\n",
-       "  Timestamp('2023-01-05 03:24:00'): 120.0,\n",
-       "  Timestamp('2023-01-05 03:30:00'): 102.0,\n",
-       "  Timestamp('2023-01-05 03:36:00'): 177.0,\n",
-       "  Timestamp('2023-01-05 03:42:00'): 188.0,\n",
-       "  Timestamp('2023-01-05 03:48:00'): 197.0,\n",
-       "  Timestamp('2023-01-05 03:54:00'): 210.0,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 194.0,\n",
-       "  Timestamp('2023-01-05 04:06:00'): 200.0,\n",
-       "  ...},\n",
-       " 'apam2_WSPD': {Timestamp('2023-01-01 00:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 00:06:00'): 2.0,\n",
-       "  Timestamp('2023-01-01 00:12:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 00:18:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 00:24:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 00:30:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 00:36:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 00:42:00'): 0.3,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 01:06:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 01:12:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 01:18:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 01:24:00'): 1.7,\n",
-       "  Timestamp('2023-01-01 01:30:00'): 0.5,\n",
-       "  Timestamp('2023-01-01 01:36:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 01:42:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 01:48:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 01:54:00'): 0.0,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 0.5,\n",
-       "  Timestamp('2023-01-01 02:06:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 02:12:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 02:18:00'): 1.7,\n",
-       "  Timestamp('2023-01-01 02:24:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 02:30:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 02:36:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 02:42:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 02:48:00'): 0.6,\n",
-       "  Timestamp('2023-01-01 02:54:00'): 0.1,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 03:06:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 03:12:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 03:18:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 03:24:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 03:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 03:36:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 03:42:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 03:48:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 03:54:00'): 0.0,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 0.4,\n",
-       "  Timestamp('2023-01-01 04:06:00'): 0.0,\n",
-       "  Timestamp('2023-01-01 04:12:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 04:18:00'): 0.6,\n",
-       "  Timestamp('2023-01-01 04:24:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 04:30:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 04:36:00'): 0.4,\n",
-       "  Timestamp('2023-01-01 04:42:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 04:48:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 04:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 05:06:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 05:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-01 05:18:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 05:24:00'): 2.4,\n",
-       "  Timestamp('2023-01-01 05:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 05:36:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 05:42:00'): 2.3,\n",
-       "  Timestamp('2023-01-01 05:48:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 05:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 06:06:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 06:12:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 06:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-01 06:24:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 06:30:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 06:36:00'): 1.7,\n",
-       "  Timestamp('2023-01-01 06:42:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 06:48:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 06:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 07:06:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 07:12:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 07:18:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 07:24:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 07:30:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 07:36:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 07:42:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 07:48:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 07:54:00'): 0.4,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 08:06:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 08:12:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 08:18:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 08:24:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 08:30:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 08:36:00'): 1.7,\n",
-       "  Timestamp('2023-01-01 08:42:00'): 2.0,\n",
-       "  Timestamp('2023-01-01 08:48:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 08:54:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-01 09:06:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 09:12:00'): 1.7,\n",
-       "  Timestamp('2023-01-01 09:18:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 09:24:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 09:30:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 09:36:00'): 0.5,\n",
-       "  Timestamp('2023-01-01 09:42:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 09:48:00'): 0.5,\n",
-       "  Timestamp('2023-01-01 09:54:00'): 0.0,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 10:06:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 10:12:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 10:18:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 10:24:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 10:30:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 10:36:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 10:42:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 10:48:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 10:54:00'): 0.6,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 11:06:00'): 0.0,\n",
-       "  Timestamp('2023-01-01 11:12:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 11:18:00'): 0.6,\n",
-       "  Timestamp('2023-01-01 11:24:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 11:30:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 11:36:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 11:42:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 11:48:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 11:54:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 12:06:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 12:12:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 12:18:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 12:42:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 12:48:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 12:54:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 13:06:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 13:12:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 13:18:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 13:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 13:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 13:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 13:42:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 13:48:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 13:54:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 14:06:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 14:12:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 14:18:00'): 2.3,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 14:42:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 14:48:00'): 3.0,\n",
-       "  Timestamp('2023-01-01 14:54:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 15:06:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 15:12:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 15:18:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 15:24:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 15:30:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 15:36:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 15:42:00'): 3.4,\n",
-       "  Timestamp('2023-01-01 15:48:00'): 3.4,\n",
-       "  Timestamp('2023-01-01 15:54:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 16:06:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 16:12:00'): 3.8,\n",
-       "  Timestamp('2023-01-01 16:18:00'): 4.2,\n",
-       "  Timestamp('2023-01-01 16:24:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 16:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 16:36:00'): 3.5,\n",
-       "  Timestamp('2023-01-01 16:42:00'): 4.2,\n",
-       "  Timestamp('2023-01-01 16:48:00'): 4.5,\n",
-       "  Timestamp('2023-01-01 16:54:00'): 4.8,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 3.6,\n",
-       "  Timestamp('2023-01-01 17:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 17:12:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 17:18:00'): 6.1,\n",
-       "  Timestamp('2023-01-01 17:24:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 17:30:00'): 4.8,\n",
-       "  Timestamp('2023-01-01 17:36:00'): 3.6,\n",
-       "  Timestamp('2023-01-01 17:42:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 17:48:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 17:54:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 18:06:00'): 3.9,\n",
-       "  Timestamp('2023-01-01 18:12:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 18:18:00'): 3.8,\n",
-       "  Timestamp('2023-01-01 18:24:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 18:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 18:36:00'): 3.5,\n",
-       "  Timestamp('2023-01-01 18:42:00'): 3.6,\n",
-       "  Timestamp('2023-01-01 18:48:00'): 2.9,\n",
-       "  Timestamp('2023-01-01 18:54:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-01 19:06:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 19:12:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 19:18:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 19:24:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 19:30:00'): 2.5,\n",
-       "  Timestamp('2023-01-01 19:36:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 19:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 19:48:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 19:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 20:06:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 20:12:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 20:18:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 20:24:00'): 2.4,\n",
-       "  Timestamp('2023-01-01 20:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 20:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 20:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 20:48:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 20:54:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 21:06:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 21:12:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 21:18:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 21:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 21:30:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 21:36:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 21:42:00'): 0.6,\n",
-       "  Timestamp('2023-01-01 21:48:00'): 2.3,\n",
-       "  Timestamp('2023-01-01 21:54:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 22:06:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 22:12:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 22:18:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 22:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 22:30:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 22:36:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 22:42:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 22:48:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 22:54:00'): 0.1,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 0.0,\n",
-       "  Timestamp('2023-01-01 23:06:00'): 0.2,\n",
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-       "  Timestamp('2023-01-01 23:18:00'): 0.2,\n",
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-       "  Timestamp('2023-01-01 23:30:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 23:36:00'): 1.0,\n",
-       "  Timestamp('2023-01-01 23:42:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 23:48:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 23:54:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 00:06:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 00:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 00:18:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 00:24:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 00:30:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 00:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 00:42:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 00:48:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 00:54:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 01:06:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 01:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 01:18:00'): 1.8,\n",
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-       "  Timestamp('2023-01-02 01:30:00'): 1.2,\n",
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-       "  Timestamp('2023-01-02 01:42:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 01:48:00'): 0.5,\n",
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-       "  Timestamp('2023-01-02 02:06:00'): 0.1,\n",
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-       "  Timestamp('2023-01-02 02:24:00'): 1.3,\n",
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-       "  Timestamp('2023-01-02 02:54:00'): 1.6,\n",
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-       "  Timestamp('2023-01-02 03:06:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 03:12:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 03:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 03:24:00'): 2.2,\n",
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-       "  Timestamp('2023-01-02 03:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 03:42:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 03:48:00'): 1.0,\n",
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-       "  Timestamp('2023-01-02 04:00:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 04:06:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 04:12:00'): 0.7,\n",
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-       "  Timestamp('2023-01-02 06:36:00'): 1.0,\n",
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-       "  Timestamp('2023-01-02 07:06:00'): 1.3,\n",
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-       "  Timestamp('2023-01-02 07:18:00'): 1.3,\n",
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-       "  Timestamp('2023-01-02 07:48:00'): 1.3,\n",
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-       "  Timestamp('2023-01-02 08:06:00'): 1.0,\n",
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-       "  Timestamp('2023-01-02 09:24:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 09:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 09:36:00'): 1.3,\n",
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-       "  Timestamp('2023-01-02 09:48:00'): 1.0,\n",
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-       "  Timestamp('2023-01-02 10:06:00'): 0.3,\n",
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-       "  Timestamp('2023-01-02 11:12:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 11:18:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 11:24:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 11:30:00'): 1.4,\n",
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-       "  Timestamp('2023-01-02 11:48:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 11:54:00'): 0.3,\n",
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-       "  Timestamp('2023-01-02 12:30:00'): 0.1,\n",
-       "  Timestamp('2023-01-02 12:36:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 12:42:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 12:48:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 12:54:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:00:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:06:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:12:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:18:00'): 0.2,\n",
-       "  Timestamp('2023-01-02 13:24:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:30:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:36:00'): 0.1,\n",
-       "  Timestamp('2023-01-02 13:42:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:48:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:54:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:00:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:06:00'): 0.1,\n",
-       "  Timestamp('2023-01-02 14:12:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:18:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:24:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:30:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:36:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:42:00'): 0.4,\n",
-       "  Timestamp('2023-01-02 14:48:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 14:54:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 15:00:00'): 0.7,\n",
-       "  Timestamp('2023-01-02 15:06:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 15:12:00'): 0.1,\n",
-       "  Timestamp('2023-01-02 15:18:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 15:24:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 15:30:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 15:36:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 15:42:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 15:48:00'): 2.5,\n",
-       "  Timestamp('2023-01-02 15:54:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 16:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 16:06:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 16:12:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 16:18:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 16:24:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 16:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 16:36:00'): 2.5,\n",
-       "  Timestamp('2023-01-02 16:42:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 16:48:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 16:54:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 17:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-02 17:06:00'): 2.5,\n",
-       "  Timestamp('2023-01-02 17:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 17:18:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 17:24:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 17:30:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 17:36:00'): 2.5,\n",
-       "  Timestamp('2023-01-02 17:42:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 17:48:00'): 3.0,\n",
-       "  Timestamp('2023-01-02 17:54:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 18:00:00'): 2.5,\n",
-       "  Timestamp('2023-01-02 18:06:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 18:12:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 18:18:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 18:24:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 18:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 18:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 18:42:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 18:48:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 18:54:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 19:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 19:06:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 19:12:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 19:18:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 19:24:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 19:30:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 19:36:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 19:42:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 19:48:00'): 3.3,\n",
-       "  Timestamp('2023-01-02 19:54:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 20:00:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 20:06:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 20:12:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 20:18:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 20:24:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 20:30:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 20:36:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 20:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 20:48:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 20:54:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 21:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 21:06:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 21:12:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 21:18:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 21:24:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 21:30:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 21:36:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 21:42:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 21:48:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 21:54:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 22:00:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 22:06:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 22:12:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 22:18:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 22:24:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 22:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 22:36:00'): 2.5,\n",
-       "  Timestamp('2023-01-02 22:42:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 22:48:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 22:54:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 23:06:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 23:12:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 23:18:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 23:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 23:30:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 23:36:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 23:42:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 23:48:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 23:54:00'): 1.3,\n",
-       "  Timestamp('2023-01-03 00:00:00'): 0.5,\n",
-       "  Timestamp('2023-01-03 00:06:00'): 0.9,\n",
-       "  Timestamp('2023-01-03 00:12:00'): 0.8,\n",
-       "  Timestamp('2023-01-03 00:18:00'): 0.9,\n",
-       "  Timestamp('2023-01-03 00:24:00'): 1.0,\n",
-       "  Timestamp('2023-01-03 00:30:00'): 1.1,\n",
-       "  Timestamp('2023-01-03 00:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 00:42:00'): 1.2,\n",
-       "  Timestamp('2023-01-03 00:48:00'): 0.8,\n",
-       "  Timestamp('2023-01-03 00:54:00'): 1.0,\n",
-       "  Timestamp('2023-01-03 01:00:00'): 0.9,\n",
-       "  Timestamp('2023-01-03 01:06:00'): 0.7,\n",
-       "  Timestamp('2023-01-03 01:12:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 01:18:00'): 0.8,\n",
-       "  Timestamp('2023-01-03 01:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-03 01:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 01:36:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 01:42:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 01:48:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 01:54:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 02:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 02:06:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 02:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 02:18:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 02:24:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 02:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 02:36:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 02:42:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 02:48:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 02:54:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 03:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 03:06:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 03:12:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 03:18:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 03:24:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 03:30:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 03:36:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 03:42:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 03:48:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 03:54:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 04:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 04:06:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 04:12:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 04:18:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 04:24:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 04:30:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 04:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 04:42:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 04:48:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 04:54:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 05:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 05:06:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 05:12:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 05:18:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 05:24:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 05:30:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 05:36:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 05:42:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 05:48:00'): 1.3,\n",
-       "  Timestamp('2023-01-03 05:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 06:00:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 06:06:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 06:12:00'): 1.3,\n",
-       "  Timestamp('2023-01-03 06:18:00'): 0.5,\n",
-       "  Timestamp('2023-01-03 06:24:00'): 1.1,\n",
-       "  Timestamp('2023-01-03 06:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 06:36:00'): 1.2,\n",
-       "  Timestamp('2023-01-03 06:42:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 06:48:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 06:54:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 07:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 07:06:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 07:12:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 07:18:00'): 1.3,\n",
-       "  Timestamp('2023-01-03 07:24:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 07:30:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 07:36:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 07:42:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 07:48:00'): 1.2,\n",
-       "  Timestamp('2023-01-03 07:54:00'): 1.2,\n",
-       "  Timestamp('2023-01-03 08:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-03 08:06:00'): 1.1,\n",
-       "  Timestamp('2023-01-03 08:12:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 08:18:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 08:24:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 08:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 08:36:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 08:42:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 08:48:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 08:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 09:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 09:06:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 09:12:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 09:18:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 09:24:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 09:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 09:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 09:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 09:48:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 09:54:00'): 0.7,\n",
-       "  Timestamp('2023-01-03 10:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 10:06:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 10:12:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 10:18:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 10:24:00'): 1.1,\n",
-       "  Timestamp('2023-01-03 10:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 10:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 10:42:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 10:48:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 10:54:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 11:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 11:06:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 11:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 11:18:00'): 0.9,\n",
-       "  Timestamp('2023-01-03 11:24:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 11:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 11:36:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 11:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 11:48:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 11:54:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 12:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-03 12:06:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 12:12:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 12:18:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 12:24:00'): 0.9,\n",
-       "  Timestamp('2023-01-03 12:30:00'): 1.1,\n",
-       "  Timestamp('2023-01-03 12:36:00'): 0.9,\n",
-       "  Timestamp('2023-01-03 12:42:00'): 0.9,\n",
-       "  Timestamp('2023-01-03 12:48:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 12:54:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 13:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 13:06:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 13:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 13:18:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 13:24:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 13:30:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 13:36:00'): 1.3,\n",
-       "  Timestamp('2023-01-03 13:42:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 13:48:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 13:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 14:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 14:06:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 14:12:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 14:18:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 14:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 14:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 14:36:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 14:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 14:48:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 14:54:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 15:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 15:06:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 15:12:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 15:18:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 15:24:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 15:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 15:36:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 15:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 15:48:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 15:54:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 16:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 16:06:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 16:12:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 16:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 16:24:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 16:30:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 16:36:00'): 1.0,\n",
-       "  Timestamp('2023-01-03 16:42:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 16:48:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 16:54:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 17:00:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 17:06:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 17:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 17:18:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 17:24:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 17:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 17:36:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 17:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 17:48:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 17:54:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 18:00:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 18:06:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 18:12:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 18:18:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 18:24:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 18:30:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 18:36:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 18:42:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 18:48:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 18:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 19:00:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 19:06:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 19:12:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 19:18:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 19:24:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 19:30:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 19:36:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 19:42:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 19:48:00'): 3.3,\n",
-       "  Timestamp('2023-01-03 19:54:00'): 3.3,\n",
-       "  Timestamp('2023-01-03 20:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 20:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 20:12:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 20:18:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 20:24:00'): 4.2,\n",
-       "  Timestamp('2023-01-03 20:30:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 20:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 20:42:00'): 1.3,\n",
-       "  Timestamp('2023-01-03 20:48:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 20:54:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 21:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 21:06:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 21:12:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 21:18:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 21:24:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 21:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 21:36:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 21:42:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 21:48:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 21:54:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 22:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 22:06:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 22:12:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 22:18:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 22:24:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 22:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 22:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 22:42:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 22:48:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 22:54:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 23:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 23:06:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 23:12:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 23:18:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 23:24:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 23:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 23:36:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 23:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 23:48:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 23:54:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 00:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 00:06:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 00:12:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 00:18:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 00:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 00:30:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 00:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 00:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 00:48:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 00:54:00'): 3.6,\n",
-       "  Timestamp('2023-01-04 01:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 01:06:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 01:12:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 01:18:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 01:24:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 01:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 01:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 01:42:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 01:48:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 01:54:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 02:00:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 02:06:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 02:12:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 02:18:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 02:24:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 02:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 02:36:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 02:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 02:48:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 02:54:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 03:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 03:06:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 03:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 03:18:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 03:24:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 03:30:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 03:36:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 03:42:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 03:48:00'): 1.1,\n",
-       "  Timestamp('2023-01-04 03:54:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 04:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 04:06:00'): 3.7,\n",
-       "  Timestamp('2023-01-04 04:12:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 04:18:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 04:24:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 04:30:00'): 3.5,\n",
-       "  Timestamp('2023-01-04 04:36:00'): 3.5,\n",
-       "  Timestamp('2023-01-04 04:42:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 04:48:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 04:54:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 05:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 05:06:00'): 3.7,\n",
-       "  Timestamp('2023-01-04 05:12:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 05:18:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 05:24:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 05:30:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 05:36:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 05:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 05:48:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 05:54:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 06:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 06:06:00'): 1.5,\n",
-       "  Timestamp('2023-01-04 06:12:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 06:18:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 06:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 06:30:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 06:36:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 06:42:00'): 0.5,\n",
-       "  Timestamp('2023-01-04 06:48:00'): 1.1,\n",
-       "  Timestamp('2023-01-04 06:54:00'): 0.8,\n",
-       "  Timestamp('2023-01-04 07:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 07:06:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 07:12:00'): 0.9,\n",
-       "  Timestamp('2023-01-04 07:18:00'): 0.8,\n",
-       "  Timestamp('2023-01-04 07:24:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 07:30:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:54:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 08:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 08:06:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 08:12:00'): 1.5,\n",
-       "  Timestamp('2023-01-04 08:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 08:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 08:30:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:54:00'): 1.5,\n",
-       "  Timestamp('2023-01-04 09:00:00'): 1.1,\n",
-       "  Timestamp('2023-01-04 09:06:00'): 0.7,\n",
-       "  Timestamp('2023-01-04 09:12:00'): 1.1,\n",
-       "  Timestamp('2023-01-04 09:18:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 09:24:00'): 0.6,\n",
-       "  Timestamp('2023-01-04 09:30:00'): 0.4,\n",
-       "  Timestamp('2023-01-04 09:36:00'): 3.0,\n",
-       "  Timestamp('2023-01-04 09:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 09:48:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 09:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 10:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 10:06:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 10:12:00'): 0.5,\n",
-       "  Timestamp('2023-01-04 10:18:00'): 0.5,\n",
-       "  Timestamp('2023-01-04 10:24:00'): 1.1,\n",
-       "  Timestamp('2023-01-04 10:30:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 10:36:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 10:42:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 10:48:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 10:54:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 11:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 11:06:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 11:12:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 11:18:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 11:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 11:30:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 11:36:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 11:42:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 11:48:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 11:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 12:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 12:06:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 12:12:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 12:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 12:24:00'): 0.9,\n",
-       "  Timestamp('2023-01-04 12:30:00'): 0.6,\n",
-       "  Timestamp('2023-01-04 12:36:00'): 0.8,\n",
-       "  Timestamp('2023-01-04 12:42:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 12:48:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 12:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 13:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 13:06:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 13:12:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 13:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 13:24:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 13:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 13:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 13:42:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 13:48:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 13:54:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 14:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:24:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 14:30:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 14:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 14:42:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 14:48:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 14:54:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 15:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 15:06:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 15:12:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 15:18:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 15:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 15:30:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 15:36:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 15:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 15:48:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 15:54:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 16:00:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 16:06:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 16:12:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 16:18:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 16:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 16:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 16:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 16:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 16:48:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 16:54:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 17:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-04 17:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 17:12:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 17:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 17:24:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 17:30:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 17:36:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 17:42:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 17:48:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 17:54:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 18:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 18:06:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 18:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 18:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 18:24:00'): 3.7,\n",
-       "  Timestamp('2023-01-04 18:30:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 18:36:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 18:42:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 18:48:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 18:54:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 19:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 19:06:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 19:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 19:18:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 19:24:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 19:30:00'): 0.7,\n",
-       "  Timestamp('2023-01-04 19:36:00'): 1.5,\n",
-       "  Timestamp('2023-01-04 19:42:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 19:48:00'): 3.6,\n",
-       "  Timestamp('2023-01-04 19:54:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 20:00:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 20:06:00'): 0.7,\n",
-       "  Timestamp('2023-01-04 20:12:00'): 0.8,\n",
-       "  Timestamp('2023-01-04 20:18:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 20:24:00'): 0.5,\n",
-       "  Timestamp('2023-01-04 20:30:00'): 0.4,\n",
-       "  Timestamp('2023-01-04 20:36:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 20:42:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 20:48:00'): 0.3,\n",
-       "  Timestamp('2023-01-04 20:54:00'): 0.1,\n",
-       "  Timestamp('2023-01-04 21:00:00'): 0.5,\n",
-       "  Timestamp('2023-01-04 21:06:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 21:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 21:18:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 21:24:00'): 4.0,\n",
-       "  Timestamp('2023-01-04 21:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 21:36:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 21:42:00'): 3.0,\n",
-       "  Timestamp('2023-01-04 21:48:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 21:54:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 22:06:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 22:12:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 22:18:00'): 1.5,\n",
-       "  Timestamp('2023-01-04 22:24:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 22:30:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 22:36:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 22:42:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 22:48:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 22:54:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 23:06:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 23:12:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 23:18:00'): 1.5,\n",
-       "  Timestamp('2023-01-04 23:24:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 23:30:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 23:36:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 23:42:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 23:48:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 23:54:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-05 00:06:00'): 0.9,\n",
-       "  Timestamp('2023-01-05 00:12:00'): 1.7,\n",
-       "  Timestamp('2023-01-05 00:18:00'): 1.0,\n",
-       "  Timestamp('2023-01-05 00:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 00:30:00'): 1.3,\n",
-       "  Timestamp('2023-01-05 00:36:00'): 1.4,\n",
-       "  Timestamp('2023-01-05 00:42:00'): 0.8,\n",
-       "  Timestamp('2023-01-05 00:48:00'): 0.9,\n",
-       "  Timestamp('2023-01-05 00:54:00'): 1.4,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 0.9,\n",
-       "  Timestamp('2023-01-05 01:06:00'): 0.9,\n",
-       "  Timestamp('2023-01-05 01:12:00'): 1.0,\n",
-       "  Timestamp('2023-01-05 01:18:00'): 1.4,\n",
-       "  Timestamp('2023-01-05 01:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 01:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 01:36:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 01:42:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 01:48:00'): 1.4,\n",
-       "  Timestamp('2023-01-05 01:54:00'): 0.8,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-05 02:06:00'): 2.2,\n",
-       "  Timestamp('2023-01-05 02:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-05 02:18:00'): 2.9,\n",
-       "  Timestamp('2023-01-05 02:24:00'): 2.9,\n",
-       "  Timestamp('2023-01-05 02:30:00'): 2.5,\n",
-       "  Timestamp('2023-01-05 02:36:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 02:42:00'): 1.7,\n",
-       "  Timestamp('2023-01-05 02:48:00'): 2.4,\n",
-       "  Timestamp('2023-01-05 02:54:00'): 2.4,\n",
-       "  Timestamp('2023-01-05 03:00:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 03:06:00'): 1.5,\n",
-       "  Timestamp('2023-01-05 03:12:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 03:18:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 03:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-05 03:30:00'): 1.1,\n",
-       "  Timestamp('2023-01-05 03:36:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 03:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-05 03:48:00'): 2.0,\n",
-       "  Timestamp('2023-01-05 03:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-05 04:06:00'): 1.1,\n",
-       "  ...},\n",
-       " 'apam2_GST': {Timestamp('2023-01-01 00:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-01 00:06:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 00:12:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 00:18:00'): 4.8,\n",
-       "  Timestamp('2023-01-01 00:24:00'): 5.2,\n",
-       "  Timestamp('2023-01-01 00:30:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 00:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 00:42:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 01:06:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 01:12:00'): 3.0,\n",
-       "  Timestamp('2023-01-01 01:18:00'): 2.5,\n",
-       "  Timestamp('2023-01-01 01:24:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 01:30:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 01:36:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 01:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 01:48:00'): 3.0,\n",
-       "  Timestamp('2023-01-01 01:54:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 02:06:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 02:12:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 02:18:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 02:24:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 02:30:00'): 2.0,\n",
-       "  Timestamp('2023-01-01 02:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 02:42:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 02:48:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 02:54:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 03:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 03:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-01 03:18:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 03:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 03:30:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 03:36:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 03:42:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 03:48:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 03:54:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 04:06:00'): 0.2,\n",
-       "  Timestamp('2023-01-01 04:12:00'): 2.0,\n",
-       "  Timestamp('2023-01-01 04:18:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 04:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 04:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 04:36:00'): 2.5,\n",
-       "  Timestamp('2023-01-01 04:42:00'): 2.0,\n",
-       "  Timestamp('2023-01-01 04:48:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 04:54:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 05:06:00'): 3.5,\n",
-       "  Timestamp('2023-01-01 05:12:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 05:18:00'): 4.5,\n",
-       "  Timestamp('2023-01-01 05:24:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 05:30:00'): 4.2,\n",
-       "  Timestamp('2023-01-01 05:36:00'): 4.6,\n",
-       "  Timestamp('2023-01-01 05:42:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 05:48:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 05:54:00'): 3.4,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 4.5,\n",
-       "  Timestamp('2023-01-01 06:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 06:12:00'): 3.5,\n",
-       "  Timestamp('2023-01-01 06:18:00'): 3.5,\n",
-       "  Timestamp('2023-01-01 06:24:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 06:30:00'): 2.9,\n",
-       "  Timestamp('2023-01-01 06:36:00'): 2.5,\n",
-       "  Timestamp('2023-01-01 06:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 06:48:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 06:54:00'): 2.9,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 07:06:00'): 2.3,\n",
-       "  Timestamp('2023-01-01 07:12:00'): 2.5,\n",
-       "  Timestamp('2023-01-01 07:18:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 07:24:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 07:30:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 07:36:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 07:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 07:48:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 07:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 08:06:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 08:12:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 08:18:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 08:24:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 08:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 08:36:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 08:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-01 08:48:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 08:54:00'): 2.9,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-01 09:06:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 09:12:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 09:18:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 09:24:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 09:30:00'): 1.7,\n",
-       "  Timestamp('2023-01-01 09:36:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 09:42:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 09:48:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 09:54:00'): 0.2,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 10:06:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 10:12:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 10:18:00'): 0.9,\n",
-       "  Timestamp('2023-01-01 10:24:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 10:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 10:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 10:42:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 10:48:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 10:54:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 11:06:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 11:12:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 11:18:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 11:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 11:30:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 11:36:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 11:42:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 11:48:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 11:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 12:06:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 12:12:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 12:18:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 12:42:00'): 1.7,\n",
-       "  Timestamp('2023-01-01 12:48:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 12:54:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 13:06:00'): 2.0,\n",
-       "  Timestamp('2023-01-01 13:12:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 13:18:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 13:24:00'): 2.0,\n",
-       "  Timestamp('2023-01-01 13:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 13:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 13:42:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 13:48:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 13:54:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-01 14:06:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 14:12:00'): 2.5,\n",
-       "  Timestamp('2023-01-01 14:18:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 14:42:00'): 3.4,\n",
-       "  Timestamp('2023-01-01 14:48:00'): 4.3,\n",
-       "  Timestamp('2023-01-01 14:54:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 3.9,\n",
-       "  Timestamp('2023-01-01 15:06:00'): 3.9,\n",
-       "  Timestamp('2023-01-01 15:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-01 15:18:00'): 2.5,\n",
-       "  Timestamp('2023-01-01 15:24:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 15:30:00'): 4.2,\n",
-       "  Timestamp('2023-01-01 15:36:00'): 4.4,\n",
-       "  Timestamp('2023-01-01 15:42:00'): 5.3,\n",
-       "  Timestamp('2023-01-01 15:48:00'): 4.8,\n",
-       "  Timestamp('2023-01-01 15:54:00'): 6.4,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 5.4,\n",
-       "  Timestamp('2023-01-01 16:06:00'): 5.9,\n",
-       "  Timestamp('2023-01-01 16:12:00'): 6.5,\n",
-       "  Timestamp('2023-01-01 16:18:00'): 5.8,\n",
-       "  Timestamp('2023-01-01 16:24:00'): 5.4,\n",
-       "  Timestamp('2023-01-01 16:30:00'): 4.8,\n",
-       "  Timestamp('2023-01-01 16:36:00'): 5.0,\n",
-       "  Timestamp('2023-01-01 16:42:00'): 6.3,\n",
-       "  Timestamp('2023-01-01 16:48:00'): 6.5,\n",
-       "  Timestamp('2023-01-01 16:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-01 17:06:00'): 6.1,\n",
-       "  Timestamp('2023-01-01 17:12:00'): 7.5,\n",
-       "  Timestamp('2023-01-01 17:18:00'): 7.8,\n",
-       "  Timestamp('2023-01-01 17:24:00'): 6.5,\n",
-       "  Timestamp('2023-01-01 17:30:00'): 6.1,\n",
-       "  Timestamp('2023-01-01 17:36:00'): 6.3,\n",
-       "  Timestamp('2023-01-01 17:42:00'): 6.0,\n",
-       "  Timestamp('2023-01-01 17:48:00'): 6.6,\n",
-       "  Timestamp('2023-01-01 17:54:00'): 7.5,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 6.2,\n",
-       "  Timestamp('2023-01-01 18:06:00'): 5.9,\n",
-       "  Timestamp('2023-01-01 18:12:00'): 6.1,\n",
-       "  Timestamp('2023-01-01 18:18:00'): 6.4,\n",
-       "  Timestamp('2023-01-01 18:24:00'): 7.2,\n",
-       "  Timestamp('2023-01-01 18:30:00'): 4.5,\n",
-       "  Timestamp('2023-01-01 18:36:00'): 5.2,\n",
-       "  Timestamp('2023-01-01 18:42:00'): 5.1,\n",
-       "  Timestamp('2023-01-01 18:48:00'): 5.2,\n",
-       "  Timestamp('2023-01-01 18:54:00'): 3.5,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 19:06:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 19:12:00'): 4.3,\n",
-       "  Timestamp('2023-01-01 19:18:00'): 5.3,\n",
-       "  Timestamp('2023-01-01 19:24:00'): 3.4,\n",
-       "  Timestamp('2023-01-01 19:30:00'): 3.7,\n",
-       "  Timestamp('2023-01-01 19:36:00'): 4.0,\n",
-       "  Timestamp('2023-01-01 19:42:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 19:48:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 19:54:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 20:06:00'): 4.1,\n",
-       "  Timestamp('2023-01-01 20:12:00'): 2.2,\n",
-       "  Timestamp('2023-01-01 20:18:00'): 3.0,\n",
-       "  Timestamp('2023-01-01 20:24:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 20:30:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 20:36:00'): 2.0,\n",
-       "  Timestamp('2023-01-01 20:42:00'): 2.6,\n",
-       "  Timestamp('2023-01-01 20:48:00'): 2.3,\n",
-       "  Timestamp('2023-01-01 20:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 21:06:00'): 2.1,\n",
-       "  Timestamp('2023-01-01 21:12:00'): 2.7,\n",
-       "  Timestamp('2023-01-01 21:18:00'): 3.6,\n",
-       "  Timestamp('2023-01-01 21:24:00'): 2.8,\n",
-       "  Timestamp('2023-01-01 21:30:00'): 2.3,\n",
-       "  Timestamp('2023-01-01 21:36:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 21:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 21:48:00'): 3.2,\n",
-       "  Timestamp('2023-01-01 21:54:00'): 3.3,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-01 22:06:00'): 2.5,\n",
-       "  Timestamp('2023-01-01 22:12:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 22:18:00'): 1.8,\n",
-       "  Timestamp('2023-01-01 22:24:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 22:30:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 22:36:00'): 1.5,\n",
-       "  Timestamp('2023-01-01 22:42:00'): 1.7,\n",
-       "  Timestamp('2023-01-01 22:48:00'): 1.7,\n",
-       "  Timestamp('2023-01-01 22:54:00'): 1.3,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 0.3,\n",
-       "  Timestamp('2023-01-01 23:06:00'): 0.6,\n",
-       "  Timestamp('2023-01-01 23:12:00'): 0.7,\n",
-       "  Timestamp('2023-01-01 23:18:00'): 0.4,\n",
-       "  Timestamp('2023-01-01 23:24:00'): 0.8,\n",
-       "  Timestamp('2023-01-01 23:30:00'): 1.1,\n",
-       "  Timestamp('2023-01-01 23:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-01 23:42:00'): 1.2,\n",
-       "  Timestamp('2023-01-01 23:48:00'): 1.9,\n",
-       "  Timestamp('2023-01-01 23:54:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 3.5,\n",
-       "  Timestamp('2023-01-02 00:06:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 00:12:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 00:18:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 00:24:00'): 3.3,\n",
-       "  Timestamp('2023-01-02 00:30:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 00:36:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 00:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 00:48:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 00:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 01:06:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 01:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 01:18:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 01:24:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 01:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 01:36:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 01:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 01:48:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 01:54:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 02:06:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 02:12:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 02:18:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 02:24:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 02:30:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 02:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 02:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 02:48:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 02:54:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 03:06:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 03:12:00'): 3.3,\n",
-       "  Timestamp('2023-01-02 03:18:00'): 3.1,\n",
-       "  Timestamp('2023-01-02 03:24:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 03:30:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 03:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 03:42:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 03:48:00'): 1.8,\n",
-       "  Timestamp('2023-01-02 03:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 04:00:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 04:06:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 04:12:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 04:18:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 04:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 04:30:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 04:36:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 04:42:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 04:48:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 04:54:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 05:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 05:06:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 05:12:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 05:18:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 05:24:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 05:30:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 05:36:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 05:42:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 05:48:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 05:54:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 06:00:00'): 0.7,\n",
-       "  Timestamp('2023-01-02 06:06:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 06:12:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 06:18:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 06:24:00'): 0.7,\n",
-       "  Timestamp('2023-01-02 06:30:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 06:36:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 06:42:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 06:48:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 06:54:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 07:00:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 07:06:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 07:12:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 07:18:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 07:24:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 07:30:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 07:36:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 07:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 07:48:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 07:54:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 08:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 08:06:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 08:12:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 08:18:00'): 1.1,\n",
-       "  Timestamp('2023-01-02 08:24:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 08:30:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 08:36:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 08:42:00'): 0.7,\n",
-       "  Timestamp('2023-01-02 08:48:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 08:54:00'): 0.3,\n",
-       "  Timestamp('2023-01-02 09:00:00'): 0.3,\n",
-       "  Timestamp('2023-01-02 09:06:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 09:12:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 09:18:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 09:24:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 09:30:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 09:36:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 09:42:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 09:48:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 09:54:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 10:00:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 10:06:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 10:12:00'): 0.3,\n",
-       "  Timestamp('2023-01-02 10:18:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 10:24:00'): 0.3,\n",
-       "  Timestamp('2023-01-02 10:30:00'): 0.2,\n",
-       "  Timestamp('2023-01-02 10:36:00'): 0.9,\n",
-       "  Timestamp('2023-01-02 10:42:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 10:48:00'): 0.3,\n",
-       "  Timestamp('2023-01-02 10:54:00'): 0.4,\n",
-       "  Timestamp('2023-01-02 11:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 11:06:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 11:12:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 11:18:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 11:24:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 11:30:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 11:36:00'): 1.7,\n",
-       "  Timestamp('2023-01-02 11:42:00'): 1.4,\n",
-       "  Timestamp('2023-01-02 11:48:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 11:54:00'): 1.0,\n",
-       "  Timestamp('2023-01-02 12:00:00'): 0.4,\n",
-       "  Timestamp('2023-01-02 12:06:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 12:12:00'): 0.2,\n",
-       "  Timestamp('2023-01-02 12:18:00'): 0.4,\n",
-       "  Timestamp('2023-01-02 12:24:00'): 0.3,\n",
-       "  Timestamp('2023-01-02 12:30:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 12:36:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 12:42:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 12:48:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 12:54:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:00:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:06:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:12:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:18:00'): 0.5,\n",
-       "  Timestamp('2023-01-02 13:24:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 13:30:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:36:00'): 0.2,\n",
-       "  Timestamp('2023-01-02 13:42:00'): 0.2,\n",
-       "  Timestamp('2023-01-02 13:48:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 13:54:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:00:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:06:00'): 0.3,\n",
-       "  Timestamp('2023-01-02 14:12:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:18:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:24:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:30:00'): 0.0,\n",
-       "  Timestamp('2023-01-02 14:36:00'): 0.2,\n",
-       "  Timestamp('2023-01-02 14:42:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 14:48:00'): 0.7,\n",
-       "  Timestamp('2023-01-02 14:54:00'): 0.7,\n",
-       "  Timestamp('2023-01-02 15:00:00'): 0.8,\n",
-       "  Timestamp('2023-01-02 15:06:00'): 0.6,\n",
-       "  Timestamp('2023-01-02 15:12:00'): 0.4,\n",
-       "  Timestamp('2023-01-02 15:18:00'): 0.3,\n",
-       "  Timestamp('2023-01-02 15:24:00'): 1.2,\n",
-       "  Timestamp('2023-01-02 15:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 15:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 15:42:00'): 3.1,\n",
-       "  Timestamp('2023-01-02 15:48:00'): 3.0,\n",
-       "  Timestamp('2023-01-02 15:54:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 16:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 16:06:00'): 2.5,\n",
-       "  Timestamp('2023-01-02 16:12:00'): 2.1,\n",
-       "  Timestamp('2023-01-02 16:18:00'): 2.5,\n",
-       "  Timestamp('2023-01-02 16:24:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 16:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 16:36:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 16:42:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 16:48:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 16:54:00'): 4.3,\n",
-       "  Timestamp('2023-01-02 17:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-02 17:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-02 17:12:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 17:18:00'): 3.3,\n",
-       "  Timestamp('2023-01-02 17:24:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 17:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-02 17:36:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 17:42:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 17:48:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 17:54:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 18:00:00'): 3.0,\n",
-       "  Timestamp('2023-01-02 18:06:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 18:12:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 18:18:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 18:24:00'): 3.0,\n",
-       "  Timestamp('2023-01-02 18:30:00'): 2.7,\n",
-       "  Timestamp('2023-01-02 18:36:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 18:42:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 18:48:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 18:54:00'): 2.3,\n",
-       "  Timestamp('2023-01-02 19:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 19:06:00'): 1.9,\n",
-       "  Timestamp('2023-01-02 19:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 19:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 19:24:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 19:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-02 19:36:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 19:42:00'): 3.3,\n",
-       "  Timestamp('2023-01-02 19:48:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 19:54:00'): 5.4,\n",
-       "  Timestamp('2023-01-02 20:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-02 20:06:00'): 2.8,\n",
-       "  Timestamp('2023-01-02 20:12:00'): 3.9,\n",
-       "  Timestamp('2023-01-02 20:18:00'): 3.1,\n",
-       "  Timestamp('2023-01-02 20:24:00'): 2.9,\n",
-       "  Timestamp('2023-01-02 20:30:00'): 3.0,\n",
-       "  Timestamp('2023-01-02 20:36:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 20:42:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 20:48:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 20:54:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 21:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 21:06:00'): 2.2,\n",
-       "  Timestamp('2023-01-02 21:12:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 21:18:00'): 3.6,\n",
-       "  Timestamp('2023-01-02 21:24:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 21:30:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 21:36:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 21:42:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 21:48:00'): 3.4,\n",
-       "  Timestamp('2023-01-02 21:54:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 22:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-02 22:06:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 22:12:00'): 5.1,\n",
-       "  Timestamp('2023-01-02 22:18:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 22:24:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 22:30:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 22:36:00'): 4.3,\n",
-       "  Timestamp('2023-01-02 22:42:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 22:48:00'): 5.2,\n",
-       "  Timestamp('2023-01-02 22:54:00'): 3.7,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-02 23:06:00'): 3.5,\n",
-       "  Timestamp('2023-01-02 23:12:00'): 2.6,\n",
-       "  Timestamp('2023-01-02 23:18:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 23:24:00'): 2.4,\n",
-       "  Timestamp('2023-01-02 23:30:00'): 2.0,\n",
-       "  Timestamp('2023-01-02 23:36:00'): 1.3,\n",
-       "  Timestamp('2023-01-02 23:42:00'): 1.6,\n",
-       "  Timestamp('2023-01-02 23:48:00'): 1.5,\n",
-       "  Timestamp('2023-01-02 23:54:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 00:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 00:06:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 00:12:00'): 1.2,\n",
-       "  Timestamp('2023-01-03 00:18:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 00:24:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 00:30:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 00:36:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 00:42:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 00:48:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 00:54:00'): 1.2,\n",
-       "  Timestamp('2023-01-03 01:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 01:06:00'): 1.1,\n",
-       "  Timestamp('2023-01-03 01:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 01:18:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 01:24:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 01:30:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 01:36:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 01:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 01:48:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 01:54:00'): 3.3,\n",
-       "  Timestamp('2023-01-03 02:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-03 02:06:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 02:12:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 02:18:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 02:24:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 02:30:00'): 4.1,\n",
-       "  Timestamp('2023-01-03 02:36:00'): 3.8,\n",
-       "  Timestamp('2023-01-03 02:42:00'): 3.7,\n",
-       "  Timestamp('2023-01-03 02:48:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 02:54:00'): 3.5,\n",
-       "  Timestamp('2023-01-03 03:00:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 03:06:00'): 4.3,\n",
-       "  Timestamp('2023-01-03 03:12:00'): 4.4,\n",
-       "  Timestamp('2023-01-03 03:18:00'): 5.5,\n",
-       "  Timestamp('2023-01-03 03:24:00'): 5.6,\n",
-       "  Timestamp('2023-01-03 03:30:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 03:36:00'): 4.5,\n",
-       "  Timestamp('2023-01-03 03:42:00'): 4.7,\n",
-       "  Timestamp('2023-01-03 03:48:00'): 3.9,\n",
-       "  Timestamp('2023-01-03 03:54:00'): 3.7,\n",
-       "  Timestamp('2023-01-03 04:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-03 04:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 04:12:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 04:18:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 04:24:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 04:30:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 04:36:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 04:42:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 04:48:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 04:54:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 05:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 05:06:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 05:12:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 05:18:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 05:24:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 05:30:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 05:36:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 05:42:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 05:48:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 05:54:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 06:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 06:06:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 06:12:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 06:18:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 06:24:00'): 1.2,\n",
-       "  Timestamp('2023-01-03 06:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 06:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 06:42:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 06:48:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 06:54:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 07:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 07:06:00'): 3.7,\n",
-       "  Timestamp('2023-01-03 07:12:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 07:18:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 07:24:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 07:30:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 07:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 07:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 07:48:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 07:54:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 08:00:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 08:06:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 08:12:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 08:18:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 08:24:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 08:30:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 08:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 08:42:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 08:48:00'): 2.1,\n",
-       "  Timestamp('2023-01-03 08:54:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 09:00:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 09:06:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 09:12:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 09:18:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 09:24:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 09:30:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 09:36:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 09:42:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 09:48:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 09:54:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 10:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 10:06:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 10:12:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 10:18:00'): 1.6,\n",
-       "  Timestamp('2023-01-03 10:24:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 10:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 10:36:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 10:42:00'): 1.8,\n",
-       "  Timestamp('2023-01-03 10:48:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 10:54:00'): 1.9,\n",
-       "  Timestamp('2023-01-03 11:00:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 11:06:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 11:12:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 11:18:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 11:24:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 11:30:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 11:36:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 11:42:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 11:48:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 11:54:00'): 2.0,\n",
-       "  Timestamp('2023-01-03 12:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-03 12:06:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 12:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 12:18:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 12:24:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 12:30:00'): 1.4,\n",
-       "  Timestamp('2023-01-03 12:36:00'): 1.5,\n",
-       "  Timestamp('2023-01-03 12:42:00'): 1.2,\n",
-       "  Timestamp('2023-01-03 12:48:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 12:54:00'): 3.5,\n",
-       "  Timestamp('2023-01-03 13:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-03 13:06:00'): 3.8,\n",
-       "  Timestamp('2023-01-03 13:12:00'): 3.7,\n",
-       "  Timestamp('2023-01-03 13:18:00'): 3.9,\n",
-       "  Timestamp('2023-01-03 13:24:00'): 3.8,\n",
-       "  Timestamp('2023-01-03 13:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 13:36:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 13:42:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 13:48:00'): 3.5,\n",
-       "  Timestamp('2023-01-03 13:54:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 14:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 14:06:00'): 4.5,\n",
-       "  Timestamp('2023-01-03 14:12:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 14:18:00'): 3.8,\n",
-       "  Timestamp('2023-01-03 14:24:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 14:30:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 14:36:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 14:42:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 14:48:00'): 2.5,\n",
-       "  Timestamp('2023-01-03 14:54:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 15:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 15:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 15:12:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 15:18:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 15:24:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 15:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-03 15:36:00'): 2.3,\n",
-       "  Timestamp('2023-01-03 15:42:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 15:48:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 15:54:00'): 3.9,\n",
-       "  Timestamp('2023-01-03 16:00:00'): 3.8,\n",
-       "  Timestamp('2023-01-03 16:06:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 16:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 16:18:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 16:24:00'): 3.5,\n",
-       "  Timestamp('2023-01-03 16:30:00'): 4.1,\n",
-       "  Timestamp('2023-01-03 16:36:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 16:42:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 16:48:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 16:54:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 17:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 17:06:00'): 2.9,\n",
-       "  Timestamp('2023-01-03 17:12:00'): 2.7,\n",
-       "  Timestamp('2023-01-03 17:18:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 17:24:00'): 2.2,\n",
-       "  Timestamp('2023-01-03 17:30:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 17:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-03 17:42:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 17:48:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 17:54:00'): 3.3,\n",
-       "  Timestamp('2023-01-03 18:00:00'): 2.8,\n",
-       "  Timestamp('2023-01-03 18:06:00'): 2.6,\n",
-       "  Timestamp('2023-01-03 18:12:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 18:18:00'): 4.4,\n",
-       "  Timestamp('2023-01-03 18:24:00'): 5.2,\n",
-       "  Timestamp('2023-01-03 18:30:00'): 4.9,\n",
-       "  Timestamp('2023-01-03 18:36:00'): 4.5,\n",
-       "  Timestamp('2023-01-03 18:42:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 18:48:00'): 3.7,\n",
-       "  Timestamp('2023-01-03 18:54:00'): 4.2,\n",
-       "  Timestamp('2023-01-03 19:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-03 19:06:00'): 4.9,\n",
-       "  Timestamp('2023-01-03 19:12:00'): 5.2,\n",
-       "  Timestamp('2023-01-03 19:18:00'): 5.3,\n",
-       "  Timestamp('2023-01-03 19:24:00'): 4.7,\n",
-       "  Timestamp('2023-01-03 19:30:00'): 4.9,\n",
-       "  Timestamp('2023-01-03 19:36:00'): 4.7,\n",
-       "  Timestamp('2023-01-03 19:42:00'): 4.4,\n",
-       "  Timestamp('2023-01-03 19:48:00'): 4.8,\n",
-       "  Timestamp('2023-01-03 19:54:00'): 5.4,\n",
-       "  Timestamp('2023-01-03 20:00:00'): 6.3,\n",
-       "  Timestamp('2023-01-03 20:06:00'): 6.3,\n",
-       "  Timestamp('2023-01-03 20:12:00'): 4.1,\n",
-       "  Timestamp('2023-01-03 20:18:00'): 4.7,\n",
-       "  Timestamp('2023-01-03 20:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-03 20:30:00'): 5.7,\n",
-       "  Timestamp('2023-01-03 20:36:00'): 5.1,\n",
-       "  Timestamp('2023-01-03 20:42:00'): 3.3,\n",
-       "  Timestamp('2023-01-03 20:48:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 20:54:00'): 4.5,\n",
-       "  Timestamp('2023-01-03 21:00:00'): 4.8,\n",
-       "  Timestamp('2023-01-03 21:06:00'): 3.7,\n",
-       "  Timestamp('2023-01-03 21:12:00'): 4.2,\n",
-       "  Timestamp('2023-01-03 21:18:00'): 3.9,\n",
-       "  Timestamp('2023-01-03 21:24:00'): 3.9,\n",
-       "  Timestamp('2023-01-03 21:30:00'): 4.6,\n",
-       "  Timestamp('2023-01-03 21:36:00'): 4.8,\n",
-       "  Timestamp('2023-01-03 21:42:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 21:48:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 21:54:00'): 4.4,\n",
-       "  Timestamp('2023-01-03 22:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-03 22:06:00'): 3.7,\n",
-       "  Timestamp('2023-01-03 22:12:00'): 3.7,\n",
-       "  Timestamp('2023-01-03 22:18:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 22:24:00'): 4.5,\n",
-       "  Timestamp('2023-01-03 22:30:00'): 4.1,\n",
-       "  Timestamp('2023-01-03 22:36:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 22:42:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 22:48:00'): 4.2,\n",
-       "  Timestamp('2023-01-03 22:54:00'): 4.4,\n",
-       "  Timestamp('2023-01-03 23:00:00'): 4.3,\n",
-       "  Timestamp('2023-01-03 23:06:00'): 3.6,\n",
-       "  Timestamp('2023-01-03 23:12:00'): 3.1,\n",
-       "  Timestamp('2023-01-03 23:18:00'): 3.0,\n",
-       "  Timestamp('2023-01-03 23:24:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 23:30:00'): 3.4,\n",
-       "  Timestamp('2023-01-03 23:36:00'): 3.8,\n",
-       "  Timestamp('2023-01-03 23:42:00'): 4.0,\n",
-       "  Timestamp('2023-01-03 23:48:00'): 4.6,\n",
-       "  Timestamp('2023-01-03 23:54:00'): 4.0,\n",
-       "  Timestamp('2023-01-04 00:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-04 00:06:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 00:12:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 00:18:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 00:24:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 00:30:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 00:36:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 00:42:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 00:48:00'): 4.2,\n",
-       "  Timestamp('2023-01-04 00:54:00'): 4.3,\n",
-       "  Timestamp('2023-01-04 01:00:00'): 3.7,\n",
-       "  Timestamp('2023-01-04 01:06:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 01:12:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 01:18:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 01:24:00'): 3.0,\n",
-       "  Timestamp('2023-01-04 01:30:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 01:36:00'): 3.0,\n",
-       "  Timestamp('2023-01-04 01:42:00'): 3.0,\n",
-       "  Timestamp('2023-01-04 01:48:00'): 3.7,\n",
-       "  Timestamp('2023-01-04 01:54:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 02:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-04 02:06:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 02:12:00'): 2.9,\n",
-       "  Timestamp('2023-01-04 02:18:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 02:24:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 02:30:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 02:36:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 02:42:00'): 3.7,\n",
-       "  Timestamp('2023-01-04 02:48:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 02:54:00'): 3.5,\n",
-       "  Timestamp('2023-01-04 03:00:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 03:06:00'): 3.9,\n",
-       "  Timestamp('2023-01-04 03:12:00'): 3.6,\n",
-       "  Timestamp('2023-01-04 03:18:00'): 3.9,\n",
-       "  Timestamp('2023-01-04 03:24:00'): 4.1,\n",
-       "  Timestamp('2023-01-04 03:30:00'): 4.7,\n",
-       "  Timestamp('2023-01-04 03:36:00'): 4.6,\n",
-       "  Timestamp('2023-01-04 03:42:00'): 4.3,\n",
-       "  Timestamp('2023-01-04 03:48:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 03:54:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 04:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-04 04:06:00'): 6.0,\n",
-       "  Timestamp('2023-01-04 04:12:00'): 5.1,\n",
-       "  Timestamp('2023-01-04 04:18:00'): 6.5,\n",
-       "  Timestamp('2023-01-04 04:24:00'): 6.1,\n",
-       "  Timestamp('2023-01-04 04:30:00'): 5.9,\n",
-       "  Timestamp('2023-01-04 04:36:00'): 6.1,\n",
-       "  Timestamp('2023-01-04 04:42:00'): 5.8,\n",
-       "  Timestamp('2023-01-04 04:48:00'): 4.2,\n",
-       "  Timestamp('2023-01-04 04:54:00'): 5.7,\n",
-       "  Timestamp('2023-01-04 05:00:00'): 3.6,\n",
-       "  Timestamp('2023-01-04 05:06:00'): 6.0,\n",
-       "  Timestamp('2023-01-04 05:12:00'): 4.5,\n",
-       "  Timestamp('2023-01-04 05:18:00'): 4.4,\n",
-       "  Timestamp('2023-01-04 05:24:00'): 3.5,\n",
-       "  Timestamp('2023-01-04 05:30:00'): 4.9,\n",
-       "  Timestamp('2023-01-04 05:36:00'): 5.9,\n",
-       "  Timestamp('2023-01-04 05:42:00'): 5.1,\n",
-       "  Timestamp('2023-01-04 05:48:00'): 4.5,\n",
-       "  Timestamp('2023-01-04 05:54:00'): 4.8,\n",
-       "  Timestamp('2023-01-04 06:00:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 06:06:00'): 3.9,\n",
-       "  Timestamp('2023-01-04 06:12:00'): 4.7,\n",
-       "  Timestamp('2023-01-04 06:18:00'): 4.5,\n",
-       "  Timestamp('2023-01-04 06:24:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 06:30:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 06:36:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 06:42:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 06:48:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 06:54:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 07:00:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 07:06:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 07:12:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 07:18:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 07:24:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 07:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 08:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 08:06:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 08:12:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 08:18:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 08:24:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 08:30:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:54:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 09:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-04 09:06:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 09:12:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 09:18:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 09:24:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 09:30:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 09:36:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 09:42:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 09:48:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 09:54:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 10:00:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 10:06:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 10:12:00'): 1.2,\n",
-       "  Timestamp('2023-01-04 10:18:00'): 0.7,\n",
-       "  Timestamp('2023-01-04 10:24:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 10:30:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 10:36:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 10:42:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 10:48:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 10:54:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 11:00:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 11:06:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 11:12:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 11:18:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 11:24:00'): 1.5,\n",
-       "  Timestamp('2023-01-04 11:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 11:36:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 11:42:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 11:48:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 11:54:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 12:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 12:06:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 12:12:00'): 2.5,\n",
-       "  Timestamp('2023-01-04 12:18:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 12:24:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 12:30:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 12:36:00'): 1.0,\n",
-       "  Timestamp('2023-01-04 12:42:00'): 1.4,\n",
-       "  Timestamp('2023-01-04 12:48:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 12:54:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 13:00:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 13:06:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 13:12:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 13:18:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 13:24:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 13:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 13:36:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 13:42:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 13:48:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 13:54:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 14:00:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:24:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 14:30:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 14:36:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 14:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 14:48:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 14:54:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 15:00:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 15:06:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 15:12:00'): 1.8,\n",
-       "  Timestamp('2023-01-04 15:18:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 15:24:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 15:30:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 15:36:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 15:42:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 15:48:00'): 3.0,\n",
-       "  Timestamp('2023-01-04 15:54:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 16:00:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 16:06:00'): 2.1,\n",
-       "  Timestamp('2023-01-04 16:12:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 16:18:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 16:24:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 16:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 16:36:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 16:42:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 16:48:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 16:54:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 17:00:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 17:06:00'): 3.6,\n",
-       "  Timestamp('2023-01-04 17:12:00'): 3.2,\n",
-       "  Timestamp('2023-01-04 17:18:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 17:24:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 17:30:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 17:36:00'): 3.5,\n",
-       "  Timestamp('2023-01-04 17:42:00'): 4.2,\n",
-       "  Timestamp('2023-01-04 17:48:00'): 3.6,\n",
-       "  Timestamp('2023-01-04 17:54:00'): 3.5,\n",
-       "  Timestamp('2023-01-04 18:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-04 18:06:00'): 3.9,\n",
-       "  Timestamp('2023-01-04 18:12:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 18:18:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 18:24:00'): 4.1,\n",
-       "  Timestamp('2023-01-04 18:30:00'): 3.4,\n",
-       "  Timestamp('2023-01-04 18:36:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 18:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 18:48:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 18:54:00'): 2.8,\n",
-       "  Timestamp('2023-01-04 19:00:00'): 2.7,\n",
-       "  Timestamp('2023-01-04 19:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-04 19:12:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 19:18:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 19:24:00'): 2.4,\n",
-       "  Timestamp('2023-01-04 19:30:00'): 1.5,\n",
-       "  Timestamp('2023-01-04 19:36:00'): 2.0,\n",
-       "  Timestamp('2023-01-04 19:42:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 19:48:00'): 4.4,\n",
-       "  Timestamp('2023-01-04 19:54:00'): 3.7,\n",
-       "  Timestamp('2023-01-04 20:00:00'): 3.0,\n",
-       "  Timestamp('2023-01-04 20:06:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 20:12:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 20:18:00'): 1.9,\n",
-       "  Timestamp('2023-01-04 20:24:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 20:30:00'): 1.1,\n",
-       "  Timestamp('2023-01-04 20:36:00'): 1.6,\n",
-       "  Timestamp('2023-01-04 20:42:00'): 2.6,\n",
-       "  Timestamp('2023-01-04 20:48:00'): 1.3,\n",
-       "  Timestamp('2023-01-04 20:54:00'): 1.7,\n",
-       "  Timestamp('2023-01-04 21:00:00'): 2.2,\n",
-       "  Timestamp('2023-01-04 21:06:00'): 2.3,\n",
-       "  Timestamp('2023-01-04 21:12:00'): 3.6,\n",
-       "  Timestamp('2023-01-04 21:18:00'): 4.7,\n",
-       "  Timestamp('2023-01-04 21:24:00'): 6.1,\n",
-       "  Timestamp('2023-01-04 21:30:00'): 5.3,\n",
-       "  Timestamp('2023-01-04 21:36:00'): 5.6,\n",
-       "  Timestamp('2023-01-04 21:42:00'): 5.5,\n",
-       "  Timestamp('2023-01-04 21:48:00'): 6.9,\n",
-       "  Timestamp('2023-01-04 21:54:00'): 4.8,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 4.6,\n",
-       "  Timestamp('2023-01-04 22:06:00'): 5.5,\n",
-       "  Timestamp('2023-01-04 22:12:00'): 4.8,\n",
-       "  Timestamp('2023-01-04 22:18:00'): 3.3,\n",
-       "  Timestamp('2023-01-04 22:24:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 22:30:00'): 5.0,\n",
-       "  Timestamp('2023-01-04 22:36:00'): 5.2,\n",
-       "  Timestamp('2023-01-04 22:42:00'): 3.5,\n",
-       "  Timestamp('2023-01-04 22:48:00'): 3.6,\n",
-       "  Timestamp('2023-01-04 22:54:00'): 4.4,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-04 23:06:00'): 4.6,\n",
-       "  Timestamp('2023-01-04 23:12:00'): 4.5,\n",
-       "  Timestamp('2023-01-04 23:18:00'): 3.0,\n",
-       "  Timestamp('2023-01-04 23:24:00'): 3.9,\n",
-       "  Timestamp('2023-01-04 23:30:00'): 3.8,\n",
-       "  Timestamp('2023-01-04 23:36:00'): 4.6,\n",
-       "  Timestamp('2023-01-04 23:42:00'): 3.5,\n",
-       "  Timestamp('2023-01-04 23:48:00'): 3.9,\n",
-       "  Timestamp('2023-01-04 23:54:00'): 3.8,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 2.9,\n",
-       "  Timestamp('2023-01-05 00:06:00'): 3.1,\n",
-       "  Timestamp('2023-01-05 00:12:00'): 3.1,\n",
-       "  Timestamp('2023-01-05 00:18:00'): 2.8,\n",
-       "  Timestamp('2023-01-05 00:24:00'): 3.7,\n",
-       "  Timestamp('2023-01-05 00:30:00'): 3.2,\n",
-       "  Timestamp('2023-01-05 00:36:00'): 2.0,\n",
-       "  Timestamp('2023-01-05 00:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 00:48:00'): 1.4,\n",
-       "  Timestamp('2023-01-05 00:54:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 1.5,\n",
-       "  Timestamp('2023-01-05 01:06:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 01:12:00'): 1.2,\n",
-       "  Timestamp('2023-01-05 01:18:00'): 1.6,\n",
-       "  Timestamp('2023-01-05 01:24:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 01:30:00'): 1.9,\n",
-       "  Timestamp('2023-01-05 01:36:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 01:42:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 01:48:00'): 2.0,\n",
-       "  Timestamp('2023-01-05 01:54:00'): 1.3,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 1.4,\n",
-       "  Timestamp('2023-01-05 02:06:00'): 2.6,\n",
-       "  Timestamp('2023-01-05 02:12:00'): 2.7,\n",
-       "  Timestamp('2023-01-05 02:18:00'): 3.3,\n",
-       "  Timestamp('2023-01-05 02:24:00'): 3.4,\n",
-       "  Timestamp('2023-01-05 02:30:00'): 3.5,\n",
-       "  Timestamp('2023-01-05 02:36:00'): 2.7,\n",
-       "  Timestamp('2023-01-05 02:42:00'): 2.4,\n",
-       "  Timestamp('2023-01-05 02:48:00'): 2.8,\n",
-       "  Timestamp('2023-01-05 02:54:00'): 2.7,\n",
-       "  Timestamp('2023-01-05 03:00:00'): 2.5,\n",
-       "  Timestamp('2023-01-05 03:06:00'): 2.6,\n",
-       "  Timestamp('2023-01-05 03:12:00'): 2.3,\n",
-       "  Timestamp('2023-01-05 03:18:00'): 2.1,\n",
-       "  Timestamp('2023-01-05 03:24:00'): 2.6,\n",
-       "  Timestamp('2023-01-05 03:30:00'): 2.2,\n",
-       "  Timestamp('2023-01-05 03:36:00'): 2.5,\n",
-       "  Timestamp('2023-01-05 03:42:00'): 4.5,\n",
-       "  Timestamp('2023-01-05 03:48:00'): 3.5,\n",
-       "  Timestamp('2023-01-05 03:54:00'): 3.9,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 2.3,\n",
-       "  Timestamp('2023-01-05 04:06:00'): 3.4,\n",
-       "  ...},\n",
-       " 'apam2_WVHT': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:48:00'): nan,\n",
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-       "  Timestamp('2023-01-02 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:36:00'): nan,\n",
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-       "  Timestamp('2023-01-02 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 04:24:00'): nan,\n",
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-       "  Timestamp('2023-01-03 04:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 05:24:00'): nan,\n",
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-       "  Timestamp('2023-01-03 05:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 06:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 07:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 08:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 08:48:00'): nan,\n",
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-       "  Timestamp('2023-01-03 09:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:00:00'): nan,\n",
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-       "  Timestamp('2023-01-03 12:12:00'): nan,\n",
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-       "  Timestamp('2023-01-03 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:18:00'): nan,\n",
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-       "  Timestamp('2023-01-03 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
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-       "  Timestamp('2023-01-04 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:06:00'): nan,\n",
-       "  ...},\n",
-       " 'apam2_DPD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:48:00'): nan,\n",
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-       "  Timestamp('2023-01-02 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:36:00'): nan,\n",
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-       "  Timestamp('2023-01-02 17:48:00'): nan,\n",
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-       "  Timestamp('2023-01-02 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:54:00'): nan,\n",
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-       "  Timestamp('2023-01-02 19:06:00'): nan,\n",
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-       "  Timestamp('2023-01-02 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:48:00'): nan,\n",
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-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
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-       "  Timestamp('2023-01-02 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:36:00'): nan,\n",
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-       "  Timestamp('2023-01-02 20:48:00'): nan,\n",
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-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:36:00'): nan,\n",
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-       "  Timestamp('2023-01-02 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 04:24:00'): nan,\n",
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-       "  Timestamp('2023-01-03 15:06:00'): nan,\n",
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-       "  Timestamp('2023-01-04 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:06:00'): nan,\n",
-       "  ...},\n",
-       " 'apam2_APD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:12:00'): nan,\n",
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-       "  Timestamp('2023-01-02 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:12:00'): nan,\n",
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-       "  Timestamp('2023-01-03 04:24:00'): nan,\n",
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-       "  Timestamp('2023-01-03 04:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:30:00'): nan,\n",
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-       "  Timestamp('2023-01-03 05:54:00'): nan,\n",
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-       "  Timestamp('2023-01-03 06:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 07:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
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-       "  Timestamp('2023-01-04 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:06:00'): nan,\n",
-       "  ...},\n",
-       " 'apam2_MWD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
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-       "  Timestamp('2023-01-02 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:36:00'): nan,\n",
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-       "  Timestamp('2023-01-02 20:48:00'): nan,\n",
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-       "  Timestamp('2023-01-02 21:06:00'): nan,\n",
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-       "  Timestamp('2023-01-02 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:36:00'): nan,\n",
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-       "  Timestamp('2023-01-02 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:36:00'): nan,\n",
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-       "  Timestamp('2023-01-02 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:12:00'): nan,\n",
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-       "  Timestamp('2023-01-02 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:54:00'): nan,\n",
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-       "  Timestamp('2023-01-03 00:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 04:42:00'): nan,\n",
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-       "  Timestamp('2023-01-03 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 05:48:00'): nan,\n",
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-       "  Timestamp('2023-01-03 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:12:00'): nan,\n",
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-       "  Timestamp('2023-01-03 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 06:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 07:12:00'): nan,\n",
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-       "  Timestamp('2023-01-03 08:24:00'): nan,\n",
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-       "  Timestamp('2023-01-03 08:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 09:12:00'): nan,\n",
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-       "  Timestamp('2023-01-03 10:12:00'): nan,\n",
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-       "  Timestamp('2023-01-03 10:24:00'): nan,\n",
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-       "  Timestamp('2023-01-03 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
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-       "  Timestamp('2023-01-03 17:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 17:48:00'): nan,\n",
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-       "  Timestamp('2023-01-03 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 18:48:00'): nan,\n",
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-       "  Timestamp('2023-01-04 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:06:00'): nan,\n",
-       "  ...},\n",
-       " 'apam2_PRES': {Timestamp('2023-01-01 00:00:00'): 1010.4,\n",
-       "  Timestamp('2023-01-01 00:06:00'): 1010.7,\n",
-       "  Timestamp('2023-01-01 00:12:00'): 1010.7,\n",
-       "  Timestamp('2023-01-01 00:18:00'): 1011.0,\n",
-       "  Timestamp('2023-01-01 00:24:00'): 1011.0,\n",
-       "  Timestamp('2023-01-01 00:30:00'): 1010.6,\n",
-       "  Timestamp('2023-01-01 00:36:00'): 1010.5,\n",
-       "  Timestamp('2023-01-01 00:42:00'): 1010.6,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 1010.2,\n",
-       "  Timestamp('2023-01-01 01:06:00'): 1009.8,\n",
-       "  Timestamp('2023-01-01 01:12:00'): 1009.6,\n",
-       "  Timestamp('2023-01-01 01:18:00'): 1010.0,\n",
-       "  Timestamp('2023-01-01 01:24:00'): 1009.7,\n",
-       "  Timestamp('2023-01-01 01:30:00'): 1009.6,\n",
-       "  Timestamp('2023-01-01 01:36:00'): 1009.6,\n",
-       "  Timestamp('2023-01-01 01:42:00'): 1010.4,\n",
-       "  Timestamp('2023-01-01 01:48:00'): 1010.8,\n",
-       "  Timestamp('2023-01-01 01:54:00'): 1010.9,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 1010.9,\n",
-       "  Timestamp('2023-01-01 02:06:00'): 1010.8,\n",
-       "  Timestamp('2023-01-01 02:12:00'): 1010.6,\n",
-       "  Timestamp('2023-01-01 02:18:00'): 1010.6,\n",
-       "  Timestamp('2023-01-01 02:24:00'): 1010.5,\n",
-       "  Timestamp('2023-01-01 02:30:00'): 1010.0,\n",
-       "  Timestamp('2023-01-01 02:36:00'): 1009.7,\n",
-       "  Timestamp('2023-01-01 02:42:00'): 1009.3,\n",
-       "  Timestamp('2023-01-01 02:48:00'): 1008.5,\n",
-       "  Timestamp('2023-01-01 02:54:00'): 1008.8,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 1009.4,\n",
-       "  Timestamp('2023-01-01 03:06:00'): 1009.5,\n",
-       "  Timestamp('2023-01-01 03:12:00'): 1009.7,\n",
-       "  Timestamp('2023-01-01 03:18:00'): 1009.9,\n",
-       "  Timestamp('2023-01-01 03:24:00'): 1010.1,\n",
-       "  Timestamp('2023-01-01 03:30:00'): 1009.9,\n",
-       "  Timestamp('2023-01-01 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:54:00'): 1009.9,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 1009.8,\n",
-       "  Timestamp('2023-01-01 04:06:00'): 1009.8,\n",
-       "  Timestamp('2023-01-01 04:12:00'): 1009.9,\n",
-       "  Timestamp('2023-01-01 04:18:00'): 1009.9,\n",
-       "  Timestamp('2023-01-01 04:24:00'): 1009.8,\n",
-       "  Timestamp('2023-01-01 04:30:00'): 1009.6,\n",
-       "  Timestamp('2023-01-01 04:36:00'): 1009.6,\n",
-       "  Timestamp('2023-01-01 04:42:00'): 1009.6,\n",
-       "  Timestamp('2023-01-01 04:48:00'): 1009.7,\n",
-       "  Timestamp('2023-01-01 04:54:00'): 1010.0,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 1010.1,\n",
-       "  Timestamp('2023-01-01 05:06:00'): 1010.0,\n",
-       "  Timestamp('2023-01-01 05:12:00'): 1010.0,\n",
-       "  Timestamp('2023-01-01 05:18:00'): 1010.0,\n",
-       "  Timestamp('2023-01-01 05:24:00'): 1010.0,\n",
-       "  Timestamp('2023-01-01 05:30:00'): 1010.0,\n",
-       "  Timestamp('2023-01-01 05:36:00'): 1010.1,\n",
-       "  Timestamp('2023-01-01 05:42:00'): 1010.1,\n",
-       "  Timestamp('2023-01-01 05:48:00'): 1010.2,\n",
-       "  Timestamp('2023-01-01 05:54:00'): 1010.4,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 1010.4,\n",
-       "  Timestamp('2023-01-01 06:06:00'): 1010.3,\n",
-       "  Timestamp('2023-01-01 06:12:00'): 1010.4,\n",
-       "  Timestamp('2023-01-01 06:18:00'): 1010.5,\n",
-       "  Timestamp('2023-01-01 06:24:00'): 1010.6,\n",
-       "  Timestamp('2023-01-01 06:30:00'): 1010.7,\n",
-       "  Timestamp('2023-01-01 06:36:00'): 1010.7,\n",
-       "  Timestamp('2023-01-01 06:42:00'): 1010.8,\n",
-       "  Timestamp('2023-01-01 06:48:00'): 1011.0,\n",
-       "  Timestamp('2023-01-01 06:54:00'): 1011.1,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 1011.1,\n",
-       "  Timestamp('2023-01-01 07:06:00'): 1011.2,\n",
-       "  Timestamp('2023-01-01 07:12:00'): 1011.2,\n",
-       "  Timestamp('2023-01-01 07:18:00'): 1011.3,\n",
-       "  Timestamp('2023-01-01 07:24:00'): 1011.2,\n",
-       "  Timestamp('2023-01-01 07:30:00'): 1011.2,\n",
-       "  Timestamp('2023-01-01 07:36:00'): 1011.2,\n",
-       "  Timestamp('2023-01-01 07:42:00'): 1011.3,\n",
-       "  Timestamp('2023-01-01 07:48:00'): 1011.3,\n",
-       "  Timestamp('2023-01-01 07:54:00'): 1011.4,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 1011.2,\n",
-       "  Timestamp('2023-01-01 08:06:00'): 1011.3,\n",
-       "  Timestamp('2023-01-01 08:12:00'): 1011.6,\n",
-       "  Timestamp('2023-01-01 08:18:00'): 1011.8,\n",
-       "  Timestamp('2023-01-01 08:24:00'): 1011.9,\n",
-       "  Timestamp('2023-01-01 08:30:00'): 1012.0,\n",
-       "  Timestamp('2023-01-01 08:36:00'): 1012.1,\n",
-       "  Timestamp('2023-01-01 08:42:00'): 1012.2,\n",
-       "  Timestamp('2023-01-01 08:48:00'): 1012.2,\n",
-       "  Timestamp('2023-01-01 08:54:00'): 1012.2,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 1012.2,\n",
-       "  Timestamp('2023-01-01 09:06:00'): 1012.2,\n",
-       "  Timestamp('2023-01-01 09:12:00'): 1012.3,\n",
-       "  Timestamp('2023-01-01 09:18:00'): 1012.4,\n",
-       "  Timestamp('2023-01-01 09:24:00'): 1012.4,\n",
-       "  Timestamp('2023-01-01 09:30:00'): 1012.5,\n",
-       "  Timestamp('2023-01-01 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:54:00'): 1012.6,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 1012.7,\n",
-       "  Timestamp('2023-01-01 10:06:00'): 1012.8,\n",
-       "  Timestamp('2023-01-01 10:12:00'): 1012.9,\n",
-       "  Timestamp('2023-01-01 10:18:00'): 1012.8,\n",
-       "  Timestamp('2023-01-01 10:24:00'): 1012.9,\n",
-       "  Timestamp('2023-01-01 10:30:00'): 1013.0,\n",
-       "  Timestamp('2023-01-01 10:36:00'): 1013.2,\n",
-       "  Timestamp('2023-01-01 10:42:00'): 1013.3,\n",
-       "  Timestamp('2023-01-01 10:48:00'): 1013.4,\n",
-       "  Timestamp('2023-01-01 10:54:00'): 1013.3,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 1013.3,\n",
-       "  Timestamp('2023-01-01 11:06:00'): 1013.4,\n",
-       "  Timestamp('2023-01-01 11:12:00'): 1013.6,\n",
-       "  Timestamp('2023-01-01 11:18:00'): 1013.5,\n",
-       "  Timestamp('2023-01-01 11:24:00'): 1013.6,\n",
-       "  Timestamp('2023-01-01 11:30:00'): 1013.8,\n",
-       "  Timestamp('2023-01-01 11:36:00'): 1013.8,\n",
-       "  Timestamp('2023-01-01 11:42:00'): 1013.8,\n",
-       "  Timestamp('2023-01-01 11:48:00'): 1013.9,\n",
-       "  Timestamp('2023-01-01 11:54:00'): 1014.1,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 1014.2,\n",
-       "  Timestamp('2023-01-01 12:06:00'): 1014.3,\n",
-       "  Timestamp('2023-01-01 12:12:00'): 1014.4,\n",
-       "  Timestamp('2023-01-01 12:18:00'): 1014.5,\n",
-       "  Timestamp('2023-01-01 12:24:00'): 1014.7,\n",
-       "  Timestamp('2023-01-01 12:30:00'): 1014.7,\n",
-       "  Timestamp('2023-01-01 12:36:00'): 1014.7,\n",
-       "  Timestamp('2023-01-01 12:42:00'): 1014.8,\n",
-       "  Timestamp('2023-01-01 12:48:00'): 1014.9,\n",
-       "  Timestamp('2023-01-01 12:54:00'): 1014.9,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 1015.0,\n",
-       "  Timestamp('2023-01-01 13:06:00'): 1015.2,\n",
-       "  Timestamp('2023-01-01 13:12:00'): 1015.4,\n",
-       "  Timestamp('2023-01-01 13:18:00'): 1015.5,\n",
-       "  Timestamp('2023-01-01 13:24:00'): 1015.6,\n",
-       "  Timestamp('2023-01-01 13:30:00'): 1015.7,\n",
-       "  Timestamp('2023-01-01 13:36:00'): 1015.8,\n",
-       "  Timestamp('2023-01-01 13:42:00'): 1015.8,\n",
-       "  Timestamp('2023-01-01 13:48:00'): 1015.7,\n",
-       "  Timestamp('2023-01-01 13:54:00'): 1015.9,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 1015.9,\n",
-       "  Timestamp('2023-01-01 14:06:00'): 1016.2,\n",
-       "  Timestamp('2023-01-01 14:12:00'): 1016.1,\n",
-       "  Timestamp('2023-01-01 14:18:00'): 1016.3,\n",
-       "  Timestamp('2023-01-01 14:24:00'): 1016.4,\n",
-       "  Timestamp('2023-01-01 14:30:00'): 1016.5,\n",
-       "  Timestamp('2023-01-01 14:36:00'): 1016.6,\n",
-       "  Timestamp('2023-01-01 14:42:00'): 1016.6,\n",
-       "  Timestamp('2023-01-01 14:48:00'): 1016.6,\n",
-       "  Timestamp('2023-01-01 14:54:00'): 1016.5,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 1016.6,\n",
-       "  Timestamp('2023-01-01 15:06:00'): 1016.5,\n",
-       "  Timestamp('2023-01-01 15:12:00'): 1016.5,\n",
-       "  Timestamp('2023-01-01 15:18:00'): 1016.4,\n",
-       "  Timestamp('2023-01-01 15:24:00'): 1016.4,\n",
-       "  Timestamp('2023-01-01 15:30:00'): 1016.5,\n",
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-       "  Timestamp('2023-01-02 21:30:00'): 1018.6,\n",
-       "  Timestamp('2023-01-02 21:36:00'): 1018.7,\n",
-       "  Timestamp('2023-01-02 21:42:00'): 1018.9,\n",
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-       "  Timestamp('2023-01-02 22:00:00'): 1018.9,\n",
-       "  Timestamp('2023-01-02 22:06:00'): 1018.9,\n",
-       "  Timestamp('2023-01-02 22:12:00'): 1018.9,\n",
-       "  Timestamp('2023-01-02 22:18:00'): 1019.2,\n",
-       "  Timestamp('2023-01-02 22:24:00'): 1019.2,\n",
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-       "  Timestamp('2023-01-02 22:48:00'): 1019.4,\n",
-       "  Timestamp('2023-01-02 22:54:00'): 1019.4,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 1019.4,\n",
-       "  Timestamp('2023-01-02 23:06:00'): 1019.4,\n",
-       "  Timestamp('2023-01-02 23:12:00'): 1019.4,\n",
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-       "  Timestamp('2023-01-03 01:00:00'): 1019.6,\n",
-       "  Timestamp('2023-01-03 01:06:00'): 1019.6,\n",
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-       "  Timestamp('2023-01-03 03:00:00'): 1019.3,\n",
-       "  Timestamp('2023-01-03 03:06:00'): 1019.3,\n",
-       "  Timestamp('2023-01-03 03:12:00'): 1019.3,\n",
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-       "  Timestamp('2023-01-03 03:24:00'): 1019.3,\n",
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-       "  Timestamp('2023-01-03 03:42:00'): 1019.4,\n",
-       "  Timestamp('2023-01-03 03:48:00'): 1019.3,\n",
-       "  Timestamp('2023-01-03 03:54:00'): 1019.2,\n",
-       "  Timestamp('2023-01-03 04:00:00'): 1019.2,\n",
-       "  Timestamp('2023-01-03 04:06:00'): 1019.1,\n",
-       "  Timestamp('2023-01-03 04:12:00'): 1019.2,\n",
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-       "  Timestamp('2023-01-03 04:24:00'): 1019.0,\n",
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-       "  Timestamp('2023-01-03 04:42:00'): 1018.6,\n",
-       "  Timestamp('2023-01-03 04:48:00'): 1018.6,\n",
-       "  Timestamp('2023-01-03 04:54:00'): 1018.6,\n",
-       "  Timestamp('2023-01-03 05:00:00'): 1018.6,\n",
-       "  Timestamp('2023-01-03 05:06:00'): 1018.6,\n",
-       "  Timestamp('2023-01-03 05:12:00'): 1018.7,\n",
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-       "  Timestamp('2023-01-03 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 05:30:00'): nan,\n",
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-       "  Timestamp('2023-01-03 07:00:00'): 1018.3,\n",
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-       "  Timestamp('2023-01-03 07:30:00'): 1018.2,\n",
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-       "  Timestamp('2023-01-03 08:00:00'): 1018.3,\n",
-       "  Timestamp('2023-01-03 08:06:00'): 1018.3,\n",
-       "  Timestamp('2023-01-03 08:12:00'): 1018.2,\n",
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-       "  Timestamp('2023-01-03 11:54:00'): 1016.3,\n",
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-       "  Timestamp('2023-01-03 12:06:00'): 1016.1,\n",
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-       "  Timestamp('2023-01-03 12:24:00'): 1016.1,\n",
-       "  Timestamp('2023-01-03 12:30:00'): 1016.2,\n",
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-       "  Timestamp('2023-01-03 12:42:00'): 1016.3,\n",
-       "  Timestamp('2023-01-03 12:48:00'): 1016.1,\n",
-       "  Timestamp('2023-01-03 12:54:00'): 1016.1,\n",
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-       "  Timestamp('2023-01-03 13:06:00'): 1015.8,\n",
-       "  Timestamp('2023-01-03 13:12:00'): 1015.7,\n",
-       "  Timestamp('2023-01-03 13:18:00'): 1015.6,\n",
-       "  Timestamp('2023-01-03 13:24:00'): 1015.5,\n",
-       "  Timestamp('2023-01-03 13:30:00'): 1015.8,\n",
-       "  Timestamp('2023-01-03 13:36:00'): 1015.7,\n",
-       "  Timestamp('2023-01-03 13:42:00'): 1015.9,\n",
-       "  Timestamp('2023-01-03 13:48:00'): 1016.0,\n",
-       "  Timestamp('2023-01-03 13:54:00'): 1015.9,\n",
-       "  Timestamp('2023-01-03 14:00:00'): 1015.8,\n",
-       "  Timestamp('2023-01-03 14:06:00'): 1015.8,\n",
-       "  Timestamp('2023-01-03 14:12:00'): 1015.7,\n",
-       "  Timestamp('2023-01-03 14:18:00'): 1015.6,\n",
-       "  Timestamp('2023-01-03 14:24:00'): 1015.6,\n",
-       "  Timestamp('2023-01-03 14:30:00'): 1015.6,\n",
-       "  Timestamp('2023-01-03 14:36:00'): 1015.6,\n",
-       "  Timestamp('2023-01-03 14:42:00'): 1015.6,\n",
-       "  Timestamp('2023-01-03 14:48:00'): 1015.7,\n",
-       "  Timestamp('2023-01-03 14:54:00'): 1015.6,\n",
-       "  Timestamp('2023-01-03 15:00:00'): 1015.4,\n",
-       "  Timestamp('2023-01-03 15:06:00'): 1015.4,\n",
-       "  Timestamp('2023-01-03 15:12:00'): 1015.5,\n",
-       "  Timestamp('2023-01-03 15:18:00'): 1015.4,\n",
-       "  Timestamp('2023-01-03 15:24:00'): 1015.4,\n",
-       "  Timestamp('2023-01-03 15:30:00'): 1015.4,\n",
-       "  Timestamp('2023-01-03 15:36:00'): 1015.2,\n",
-       "  Timestamp('2023-01-03 15:42:00'): 1015.4,\n",
-       "  Timestamp('2023-01-03 15:48:00'): 1015.5,\n",
-       "  Timestamp('2023-01-03 15:54:00'): 1015.3,\n",
-       "  Timestamp('2023-01-03 16:00:00'): 1015.1,\n",
-       "  Timestamp('2023-01-03 16:06:00'): 1015.1,\n",
-       "  Timestamp('2023-01-03 16:12:00'): 1015.2,\n",
-       "  Timestamp('2023-01-03 16:18:00'): 1015.2,\n",
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-       "  Timestamp('2023-01-03 16:30:00'): 1015.0,\n",
-       "  Timestamp('2023-01-03 16:36:00'): 1015.0,\n",
-       "  Timestamp('2023-01-03 16:42:00'): 1014.9,\n",
-       "  Timestamp('2023-01-03 16:48:00'): 1014.7,\n",
-       "  Timestamp('2023-01-03 16:54:00'): 1014.7,\n",
-       "  Timestamp('2023-01-03 17:00:00'): 1014.6,\n",
-       "  Timestamp('2023-01-03 17:06:00'): 1014.4,\n",
-       "  Timestamp('2023-01-03 17:12:00'): 1014.3,\n",
-       "  Timestamp('2023-01-03 17:18:00'): 1014.2,\n",
-       "  Timestamp('2023-01-03 17:24:00'): 1014.0,\n",
-       "  Timestamp('2023-01-03 17:30:00'): 1013.9,\n",
-       "  Timestamp('2023-01-03 17:36:00'): 1013.7,\n",
-       "  Timestamp('2023-01-03 17:42:00'): 1013.5,\n",
-       "  Timestamp('2023-01-03 17:48:00'): 1013.4,\n",
-       "  Timestamp('2023-01-03 17:54:00'): 1013.2,\n",
-       "  Timestamp('2023-01-03 18:00:00'): 1013.1,\n",
-       "  Timestamp('2023-01-03 18:06:00'): 1012.9,\n",
-       "  Timestamp('2023-01-03 18:12:00'): 1012.6,\n",
-       "  Timestamp('2023-01-03 18:18:00'): 1012.4,\n",
-       "  Timestamp('2023-01-03 18:24:00'): 1012.2,\n",
-       "  Timestamp('2023-01-03 18:30:00'): 1012.1,\n",
-       "  Timestamp('2023-01-03 18:36:00'): 1012.1,\n",
-       "  Timestamp('2023-01-03 18:42:00'): 1012.1,\n",
-       "  Timestamp('2023-01-03 18:48:00'): 1011.9,\n",
-       "  Timestamp('2023-01-03 18:54:00'): 1011.7,\n",
-       "  Timestamp('2023-01-03 19:00:00'): 1011.6,\n",
-       "  Timestamp('2023-01-03 19:06:00'): 1011.6,\n",
-       "  Timestamp('2023-01-03 19:12:00'): 1011.5,\n",
-       "  Timestamp('2023-01-03 19:18:00'): 1011.5,\n",
-       "  Timestamp('2023-01-03 19:24:00'): 1011.6,\n",
-       "  Timestamp('2023-01-03 19:30:00'): 1011.5,\n",
-       "  Timestamp('2023-01-03 19:36:00'): 1011.4,\n",
-       "  Timestamp('2023-01-03 19:42:00'): 1011.2,\n",
-       "  Timestamp('2023-01-03 19:48:00'): 1011.1,\n",
-       "  Timestamp('2023-01-03 19:54:00'): 1011.0,\n",
-       "  Timestamp('2023-01-03 20:00:00'): 1010.9,\n",
-       "  Timestamp('2023-01-03 20:06:00'): 1010.8,\n",
-       "  Timestamp('2023-01-03 20:12:00'): 1010.8,\n",
-       "  Timestamp('2023-01-03 20:18:00'): 1010.5,\n",
-       "  Timestamp('2023-01-03 20:24:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 20:30:00'): 1010.4,\n",
-       "  Timestamp('2023-01-03 20:36:00'): 1010.4,\n",
-       "  Timestamp('2023-01-03 20:42:00'): 1010.4,\n",
-       "  Timestamp('2023-01-03 20:48:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 20:54:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 21:00:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 21:06:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 21:12:00'): 1010.4,\n",
-       "  Timestamp('2023-01-03 21:18:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 21:24:00'): 1010.2,\n",
-       "  Timestamp('2023-01-03 21:30:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 21:36:00'): 1010.2,\n",
-       "  Timestamp('2023-01-03 21:42:00'): 1010.2,\n",
-       "  Timestamp('2023-01-03 21:48:00'): 1010.2,\n",
-       "  Timestamp('2023-01-03 21:54:00'): 1010.1,\n",
-       "  Timestamp('2023-01-03 22:00:00'): 1010.0,\n",
-       "  Timestamp('2023-01-03 22:06:00'): 1010.0,\n",
-       "  Timestamp('2023-01-03 22:12:00'): 1010.0,\n",
-       "  Timestamp('2023-01-03 22:18:00'): 1010.1,\n",
-       "  Timestamp('2023-01-03 22:24:00'): 1009.9,\n",
-       "  Timestamp('2023-01-03 22:30:00'): 1009.8,\n",
-       "  Timestamp('2023-01-03 22:36:00'): 1009.8,\n",
-       "  Timestamp('2023-01-03 22:42:00'): 1009.9,\n",
-       "  Timestamp('2023-01-03 22:48:00'): 1010.1,\n",
-       "  Timestamp('2023-01-03 22:54:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 23:00:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 23:06:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 23:12:00'): 1010.2,\n",
-       "  Timestamp('2023-01-03 23:18:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 23:24:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 23:30:00'): 1010.3,\n",
-       "  Timestamp('2023-01-03 23:36:00'): 1010.4,\n",
-       "  Timestamp('2023-01-03 23:42:00'): 1010.5,\n",
-       "  Timestamp('2023-01-03 23:48:00'): 1010.6,\n",
-       "  Timestamp('2023-01-03 23:54:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 00:00:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 00:06:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 00:12:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 00:18:00'): 1010.8,\n",
-       "  Timestamp('2023-01-04 00:24:00'): 1010.7,\n",
-       "  Timestamp('2023-01-04 00:30:00'): 1010.7,\n",
-       "  Timestamp('2023-01-04 00:36:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 00:42:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 00:48:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 00:54:00'): 1010.4,\n",
-       "  Timestamp('2023-01-04 01:00:00'): 1010.4,\n",
-       "  Timestamp('2023-01-04 01:06:00'): 1010.3,\n",
-       "  Timestamp('2023-01-04 01:12:00'): 1010.2,\n",
-       "  Timestamp('2023-01-04 01:18:00'): 1010.1,\n",
-       "  Timestamp('2023-01-04 01:24:00'): 1010.1,\n",
-       "  Timestamp('2023-01-04 01:30:00'): 1010.2,\n",
-       "  Timestamp('2023-01-04 01:36:00'): 1010.2,\n",
-       "  Timestamp('2023-01-04 01:42:00'): 1010.2,\n",
-       "  Timestamp('2023-01-04 01:48:00'): 1010.2,\n",
-       "  Timestamp('2023-01-04 01:54:00'): 1010.3,\n",
-       "  Timestamp('2023-01-04 02:00:00'): 1010.3,\n",
-       "  Timestamp('2023-01-04 02:06:00'): 1010.3,\n",
-       "  Timestamp('2023-01-04 02:12:00'): 1010.4,\n",
-       "  Timestamp('2023-01-04 02:18:00'): 1010.3,\n",
-       "  Timestamp('2023-01-04 02:24:00'): 1010.1,\n",
-       "  Timestamp('2023-01-04 02:30:00'): 1010.0,\n",
-       "  Timestamp('2023-01-04 02:36:00'): 1009.9,\n",
-       "  Timestamp('2023-01-04 02:42:00'): 1009.5,\n",
-       "  Timestamp('2023-01-04 02:48:00'): 1009.5,\n",
-       "  Timestamp('2023-01-04 02:54:00'): 1009.4,\n",
-       "  Timestamp('2023-01-04 03:00:00'): 1009.1,\n",
-       "  Timestamp('2023-01-04 03:06:00'): 1009.0,\n",
-       "  Timestamp('2023-01-04 03:12:00'): 1008.8,\n",
-       "  Timestamp('2023-01-04 03:18:00'): 1008.6,\n",
-       "  Timestamp('2023-01-04 03:24:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 03:30:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 03:36:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 03:42:00'): 1008.5,\n",
-       "  Timestamp('2023-01-04 03:48:00'): 1008.7,\n",
-       "  Timestamp('2023-01-04 03:54:00'): 1008.6,\n",
-       "  Timestamp('2023-01-04 04:00:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 04:06:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 04:12:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 04:18:00'): 1008.5,\n",
-       "  Timestamp('2023-01-04 04:24:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 04:30:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 04:36:00'): 1008.9,\n",
-       "  Timestamp('2023-01-04 04:42:00'): 1009.2,\n",
-       "  Timestamp('2023-01-04 04:48:00'): 1009.5,\n",
-       "  Timestamp('2023-01-04 04:54:00'): 1009.2,\n",
-       "  Timestamp('2023-01-04 05:00:00'): 1009.7,\n",
-       "  Timestamp('2023-01-04 05:06:00'): 1009.8,\n",
-       "  Timestamp('2023-01-04 05:12:00'): 1009.9,\n",
-       "  Timestamp('2023-01-04 05:18:00'): 1009.8,\n",
-       "  Timestamp('2023-01-04 05:24:00'): 1009.7,\n",
-       "  Timestamp('2023-01-04 05:30:00'): 1009.9,\n",
-       "  Timestamp('2023-01-04 05:36:00'): 1009.7,\n",
-       "  Timestamp('2023-01-04 05:42:00'): 1009.6,\n",
-       "  Timestamp('2023-01-04 05:48:00'): 1009.8,\n",
-       "  Timestamp('2023-01-04 05:54:00'): 1009.7,\n",
-       "  Timestamp('2023-01-04 06:00:00'): 1009.8,\n",
-       "  Timestamp('2023-01-04 06:06:00'): 1010.0,\n",
-       "  Timestamp('2023-01-04 06:12:00'): 1010.1,\n",
-       "  Timestamp('2023-01-04 06:18:00'): 1010.1,\n",
-       "  Timestamp('2023-01-04 06:24:00'): 1010.0,\n",
-       "  Timestamp('2023-01-04 06:30:00'): 1010.1,\n",
-       "  Timestamp('2023-01-04 06:36:00'): 1010.3,\n",
-       "  Timestamp('2023-01-04 06:42:00'): 1010.1,\n",
-       "  Timestamp('2023-01-04 06:48:00'): 1010.3,\n",
-       "  Timestamp('2023-01-04 06:54:00'): 1010.3,\n",
-       "  Timestamp('2023-01-04 07:00:00'): 1010.4,\n",
-       "  Timestamp('2023-01-04 07:06:00'): 1010.4,\n",
-       "  Timestamp('2023-01-04 07:12:00'): 1010.5,\n",
-       "  Timestamp('2023-01-04 07:18:00'): 1010.7,\n",
-       "  Timestamp('2023-01-04 07:24:00'): 1010.8,\n",
-       "  Timestamp('2023-01-04 07:30:00'): 1011.0,\n",
-       "  Timestamp('2023-01-04 07:36:00'): 1011.1,\n",
-       "  Timestamp('2023-01-04 07:42:00'): 1011.0,\n",
-       "  Timestamp('2023-01-04 07:48:00'): 1011.1,\n",
-       "  Timestamp('2023-01-04 07:54:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 08:00:00'): 1011.2,\n",
-       "  Timestamp('2023-01-04 08:06:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 08:12:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 08:18:00'): 1011.0,\n",
-       "  Timestamp('2023-01-04 08:24:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 08:30:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 08:36:00'): 1011.1,\n",
-       "  Timestamp('2023-01-04 08:42:00'): 1011.1,\n",
-       "  Timestamp('2023-01-04 08:48:00'): 1010.9,\n",
-       "  Timestamp('2023-01-04 08:54:00'): 1010.9,\n",
-       "  Timestamp('2023-01-04 09:00:00'): 1011.0,\n",
-       "  Timestamp('2023-01-04 09:06:00'): 1010.9,\n",
-       "  Timestamp('2023-01-04 09:12:00'): 1010.8,\n",
-       "  Timestamp('2023-01-04 09:18:00'): 1010.7,\n",
-       "  Timestamp('2023-01-04 09:24:00'): 1010.8,\n",
-       "  Timestamp('2023-01-04 09:30:00'): 1011.0,\n",
-       "  Timestamp('2023-01-04 09:36:00'): 1011.2,\n",
-       "  Timestamp('2023-01-04 09:42:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 09:48:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 09:54:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 10:00:00'): 1011.4,\n",
-       "  Timestamp('2023-01-04 10:06:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 10:12:00'): 1011.2,\n",
-       "  Timestamp('2023-01-04 10:18:00'): 1011.2,\n",
-       "  Timestamp('2023-01-04 10:24:00'): 1011.2,\n",
-       "  Timestamp('2023-01-04 10:30:00'): 1011.2,\n",
-       "  Timestamp('2023-01-04 10:36:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 10:42:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 10:48:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 10:54:00'): 1011.4,\n",
-       "  Timestamp('2023-01-04 11:00:00'): 1011.4,\n",
-       "  Timestamp('2023-01-04 11:06:00'): 1011.4,\n",
-       "  Timestamp('2023-01-04 11:12:00'): 1011.4,\n",
-       "  Timestamp('2023-01-04 11:18:00'): 1011.6,\n",
-       "  Timestamp('2023-01-04 11:24:00'): 1011.7,\n",
-       "  Timestamp('2023-01-04 11:30:00'): 1011.8,\n",
-       "  Timestamp('2023-01-04 11:36:00'): 1011.8,\n",
-       "  Timestamp('2023-01-04 11:42:00'): 1011.8,\n",
-       "  Timestamp('2023-01-04 11:48:00'): 1011.8,\n",
-       "  Timestamp('2023-01-04 11:54:00'): 1011.9,\n",
-       "  Timestamp('2023-01-04 12:00:00'): 1011.9,\n",
-       "  Timestamp('2023-01-04 12:06:00'): 1011.9,\n",
-       "  Timestamp('2023-01-04 12:12:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 12:18:00'): 1011.9,\n",
-       "  Timestamp('2023-01-04 12:24:00'): 1012.1,\n",
-       "  Timestamp('2023-01-04 12:30:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 12:36:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 12:42:00'): 1011.9,\n",
-       "  Timestamp('2023-01-04 12:48:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 12:54:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 13:00:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 13:06:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 13:12:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 13:18:00'): 1012.1,\n",
-       "  Timestamp('2023-01-04 13:24:00'): 1012.0,\n",
-       "  Timestamp('2023-01-04 13:30:00'): 1012.1,\n",
-       "  Timestamp('2023-01-04 13:36:00'): 1012.1,\n",
-       "  Timestamp('2023-01-04 13:42:00'): 1012.1,\n",
-       "  Timestamp('2023-01-04 13:48:00'): 1012.2,\n",
-       "  Timestamp('2023-01-04 13:54:00'): 1012.2,\n",
-       "  Timestamp('2023-01-04 14:00:00'): 1012.2,\n",
-       "  Timestamp('2023-01-04 14:06:00'): 1012.3,\n",
-       "  Timestamp('2023-01-04 14:12:00'): 1012.3,\n",
-       "  Timestamp('2023-01-04 14:18:00'): 1012.3,\n",
-       "  Timestamp('2023-01-04 14:24:00'): 1012.4,\n",
-       "  Timestamp('2023-01-04 14:30:00'): 1012.5,\n",
-       "  Timestamp('2023-01-04 14:36:00'): 1012.6,\n",
-       "  Timestamp('2023-01-04 14:42:00'): 1012.7,\n",
-       "  Timestamp('2023-01-04 14:48:00'): 1012.8,\n",
-       "  Timestamp('2023-01-04 14:54:00'): 1012.8,\n",
-       "  Timestamp('2023-01-04 15:00:00'): 1012.8,\n",
-       "  Timestamp('2023-01-04 15:06:00'): 1012.9,\n",
-       "  Timestamp('2023-01-04 15:12:00'): 1012.9,\n",
-       "  Timestamp('2023-01-04 15:18:00'): 1012.9,\n",
-       "  Timestamp('2023-01-04 15:24:00'): 1012.9,\n",
-       "  Timestamp('2023-01-04 15:30:00'): 1013.0,\n",
-       "  Timestamp('2023-01-04 15:36:00'): 1012.8,\n",
-       "  Timestamp('2023-01-04 15:42:00'): 1012.7,\n",
-       "  Timestamp('2023-01-04 15:48:00'): 1012.6,\n",
-       "  Timestamp('2023-01-04 15:54:00'): 1012.5,\n",
-       "  Timestamp('2023-01-04 16:00:00'): 1012.3,\n",
-       "  Timestamp('2023-01-04 16:06:00'): 1012.3,\n",
-       "  Timestamp('2023-01-04 16:12:00'): 1012.2,\n",
-       "  Timestamp('2023-01-04 16:18:00'): 1012.1,\n",
-       "  Timestamp('2023-01-04 16:24:00'): 1012.1,\n",
-       "  Timestamp('2023-01-04 16:30:00'): 1011.9,\n",
-       "  Timestamp('2023-01-04 16:36:00'): 1011.7,\n",
-       "  Timestamp('2023-01-04 16:42:00'): 1011.6,\n",
-       "  Timestamp('2023-01-04 16:48:00'): 1011.3,\n",
-       "  Timestamp('2023-01-04 16:54:00'): 1011.0,\n",
-       "  Timestamp('2023-01-04 17:00:00'): 1010.9,\n",
-       "  Timestamp('2023-01-04 17:06:00'): 1010.9,\n",
-       "  Timestamp('2023-01-04 17:12:00'): 1010.8,\n",
-       "  Timestamp('2023-01-04 17:18:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 17:24:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 17:30:00'): 1010.6,\n",
-       "  Timestamp('2023-01-04 17:36:00'): 1010.5,\n",
-       "  Timestamp('2023-01-04 17:42:00'): 1010.9,\n",
-       "  Timestamp('2023-01-04 17:48:00'): 1010.9,\n",
-       "  Timestamp('2023-01-04 17:54:00'): 1010.8,\n",
-       "  Timestamp('2023-01-04 18:00:00'): 1010.3,\n",
-       "  Timestamp('2023-01-04 18:06:00'): 1010.1,\n",
-       "  Timestamp('2023-01-04 18:12:00'): 1009.8,\n",
-       "  Timestamp('2023-01-04 18:18:00'): 1009.7,\n",
-       "  Timestamp('2023-01-04 18:24:00'): 1009.7,\n",
-       "  Timestamp('2023-01-04 18:30:00'): 1010.0,\n",
-       "  Timestamp('2023-01-04 18:36:00'): 1009.8,\n",
-       "  Timestamp('2023-01-04 18:42:00'): 1009.6,\n",
-       "  Timestamp('2023-01-04 18:48:00'): 1009.6,\n",
-       "  Timestamp('2023-01-04 18:54:00'): 1009.6,\n",
-       "  Timestamp('2023-01-04 19:00:00'): 1009.7,\n",
-       "  Timestamp('2023-01-04 19:06:00'): 1009.5,\n",
-       "  Timestamp('2023-01-04 19:12:00'): 1009.4,\n",
-       "  Timestamp('2023-01-04 19:18:00'): 1009.4,\n",
-       "  Timestamp('2023-01-04 19:24:00'): 1009.2,\n",
-       "  Timestamp('2023-01-04 19:30:00'): 1009.0,\n",
-       "  Timestamp('2023-01-04 19:36:00'): 1009.1,\n",
-       "  Timestamp('2023-01-04 19:42:00'): 1009.2,\n",
-       "  Timestamp('2023-01-04 19:48:00'): 1009.2,\n",
-       "  Timestamp('2023-01-04 19:54:00'): 1008.9,\n",
-       "  Timestamp('2023-01-04 20:00:00'): 1008.7,\n",
-       "  Timestamp('2023-01-04 20:06:00'): 1008.8,\n",
-       "  Timestamp('2023-01-04 20:12:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 20:18:00'): 1008.5,\n",
-       "  Timestamp('2023-01-04 20:24:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 20:30:00'): 1008.6,\n",
-       "  Timestamp('2023-01-04 20:36:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 20:42:00'): 1008.5,\n",
-       "  Timestamp('2023-01-04 20:48:00'): 1008.3,\n",
-       "  Timestamp('2023-01-04 20:54:00'): 1008.2,\n",
-       "  Timestamp('2023-01-04 21:00:00'): 1008.2,\n",
-       "  Timestamp('2023-01-04 21:06:00'): 1008.5,\n",
-       "  Timestamp('2023-01-04 21:12:00'): 1008.8,\n",
-       "  Timestamp('2023-01-04 21:18:00'): 1008.7,\n",
-       "  Timestamp('2023-01-04 21:24:00'): 1008.8,\n",
-       "  Timestamp('2023-01-04 21:30:00'): 1008.9,\n",
-       "  Timestamp('2023-01-04 21:36:00'): 1009.0,\n",
-       "  Timestamp('2023-01-04 21:42:00'): 1009.6,\n",
-       "  Timestamp('2023-01-04 21:48:00'): 1009.8,\n",
-       "  Timestamp('2023-01-04 21:54:00'): 1009.6,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 1009.2,\n",
-       "  Timestamp('2023-01-04 22:06:00'): 1009.0,\n",
-       "  Timestamp('2023-01-04 22:12:00'): 1008.9,\n",
-       "  Timestamp('2023-01-04 22:18:00'): 1008.9,\n",
-       "  Timestamp('2023-01-04 22:24:00'): 1008.7,\n",
-       "  Timestamp('2023-01-04 22:30:00'): 1008.6,\n",
-       "  Timestamp('2023-01-04 22:36:00'): 1008.5,\n",
-       "  Timestamp('2023-01-04 22:42:00'): 1008.5,\n",
-       "  Timestamp('2023-01-04 22:48:00'): 1008.7,\n",
-       "  Timestamp('2023-01-04 22:54:00'): 1008.6,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 1008.6,\n",
-       "  Timestamp('2023-01-04 23:06:00'): 1008.6,\n",
-       "  Timestamp('2023-01-04 23:12:00'): 1008.7,\n",
-       "  Timestamp('2023-01-04 23:18:00'): 1008.6,\n",
-       "  Timestamp('2023-01-04 23:24:00'): 1008.4,\n",
-       "  Timestamp('2023-01-04 23:30:00'): 1008.2,\n",
-       "  Timestamp('2023-01-04 23:36:00'): 1008.0,\n",
-       "  Timestamp('2023-01-04 23:42:00'): 1007.8,\n",
-       "  Timestamp('2023-01-04 23:48:00'): 1007.7,\n",
-       "  Timestamp('2023-01-04 23:54:00'): 1007.6,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 1007.6,\n",
-       "  Timestamp('2023-01-05 00:06:00'): 1007.6,\n",
-       "  Timestamp('2023-01-05 00:12:00'): 1007.6,\n",
-       "  Timestamp('2023-01-05 00:18:00'): 1007.8,\n",
-       "  Timestamp('2023-01-05 00:24:00'): 1007.8,\n",
-       "  Timestamp('2023-01-05 00:30:00'): 1008.0,\n",
-       "  Timestamp('2023-01-05 00:36:00'): 1008.1,\n",
-       "  Timestamp('2023-01-05 00:42:00'): 1008.2,\n",
-       "  Timestamp('2023-01-05 00:48:00'): 1008.3,\n",
-       "  Timestamp('2023-01-05 00:54:00'): 1008.5,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 1008.7,\n",
-       "  Timestamp('2023-01-05 01:06:00'): 1008.8,\n",
-       "  Timestamp('2023-01-05 01:12:00'): 1008.7,\n",
-       "  Timestamp('2023-01-05 01:18:00'): 1008.7,\n",
-       "  Timestamp('2023-01-05 01:24:00'): 1008.6,\n",
-       "  Timestamp('2023-01-05 01:30:00'): 1008.6,\n",
-       "  Timestamp('2023-01-05 01:36:00'): 1008.6,\n",
-       "  Timestamp('2023-01-05 01:42:00'): 1008.5,\n",
-       "  Timestamp('2023-01-05 01:48:00'): 1008.4,\n",
-       "  Timestamp('2023-01-05 01:54:00'): 1008.3,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 1008.4,\n",
-       "  Timestamp('2023-01-05 02:06:00'): 1008.4,\n",
-       "  Timestamp('2023-01-05 02:12:00'): 1008.4,\n",
-       "  Timestamp('2023-01-05 02:18:00'): 1008.4,\n",
-       "  Timestamp('2023-01-05 02:24:00'): 1008.4,\n",
-       "  Timestamp('2023-01-05 02:30:00'): 1008.5,\n",
-       "  Timestamp('2023-01-05 02:36:00'): 1008.7,\n",
-       "  Timestamp('2023-01-05 02:42:00'): 1008.7,\n",
-       "  Timestamp('2023-01-05 02:48:00'): 1008.9,\n",
-       "  Timestamp('2023-01-05 02:54:00'): 1008.9,\n",
-       "  Timestamp('2023-01-05 03:00:00'): 1009.0,\n",
-       "  Timestamp('2023-01-05 03:06:00'): 1009.0,\n",
-       "  Timestamp('2023-01-05 03:12:00'): 1009.0,\n",
-       "  Timestamp('2023-01-05 03:18:00'): 1009.0,\n",
-       "  Timestamp('2023-01-05 03:24:00'): 1009.1,\n",
-       "  Timestamp('2023-01-05 03:30:00'): 1009.1,\n",
-       "  Timestamp('2023-01-05 03:36:00'): 1009.1,\n",
-       "  Timestamp('2023-01-05 03:42:00'): 1009.2,\n",
-       "  Timestamp('2023-01-05 03:48:00'): 1009.2,\n",
-       "  Timestamp('2023-01-05 03:54:00'): 1009.2,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 1009.3,\n",
-       "  Timestamp('2023-01-05 04:06:00'): 1009.4,\n",
-       "  ...},\n",
-       " 'apam2_ATMP': {Timestamp('2023-01-01 00:00:00'): 9.7,\n",
-       "  Timestamp('2023-01-01 00:06:00'): 9.4,\n",
-       "  Timestamp('2023-01-01 00:12:00'): 9.6,\n",
-       "  Timestamp('2023-01-01 00:18:00'): 10.9,\n",
-       "  Timestamp('2023-01-01 00:24:00'): 11.0,\n",
-       "  Timestamp('2023-01-01 00:30:00'): 11.4,\n",
-       "  Timestamp('2023-01-01 00:36:00'): 11.5,\n",
-       "  Timestamp('2023-01-01 00:42:00'): 11.6,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 10.9,\n",
-       "  Timestamp('2023-01-01 01:06:00'): 9.5,\n",
-       "  Timestamp('2023-01-01 01:12:00'): 7.9,\n",
-       "  Timestamp('2023-01-01 01:18:00'): 8.8,\n",
-       "  Timestamp('2023-01-01 01:24:00'): 8.7,\n",
-       "  Timestamp('2023-01-01 01:30:00'): 8.9,\n",
-       "  Timestamp('2023-01-01 01:36:00'): 9.2,\n",
-       "  Timestamp('2023-01-01 01:42:00'): 9.3,\n",
-       "  Timestamp('2023-01-01 01:48:00'): 10.6,\n",
-       "  Timestamp('2023-01-01 01:54:00'): 11.0,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 10.5,\n",
-       "  Timestamp('2023-01-01 02:06:00'): 10.1,\n",
-       "  Timestamp('2023-01-01 02:12:00'): 9.8,\n",
-       "  Timestamp('2023-01-01 02:18:00'): 10.0,\n",
-       "  Timestamp('2023-01-01 02:24:00'): 10.0,\n",
-       "  Timestamp('2023-01-01 02:30:00'): 9.6,\n",
-       "  Timestamp('2023-01-01 02:36:00'): 10.2,\n",
-       "  Timestamp('2023-01-01 02:42:00'): 10.6,\n",
-       "  Timestamp('2023-01-01 02:48:00'): 10.3,\n",
-       "  Timestamp('2023-01-01 02:54:00'): 11.1,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 11.9,\n",
-       "  Timestamp('2023-01-01 03:06:00'): 8.9,\n",
-       "  Timestamp('2023-01-01 03:12:00'): 8.7,\n",
-       "  Timestamp('2023-01-01 03:18:00'): 8.5,\n",
-       "  Timestamp('2023-01-01 03:24:00'): 9.1,\n",
-       "  Timestamp('2023-01-01 03:30:00'): 9.0,\n",
-       "  Timestamp('2023-01-01 03:36:00'): 7.5,\n",
-       "  Timestamp('2023-01-01 03:42:00'): 8.1,\n",
-       "  Timestamp('2023-01-01 03:48:00'): 8.3,\n",
-       "  Timestamp('2023-01-01 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:06:00'): 8.7,\n",
-       "  Timestamp('2023-01-01 04:12:00'): 8.9,\n",
-       "  Timestamp('2023-01-01 04:18:00'): 9.4,\n",
-       "  Timestamp('2023-01-01 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:36:00'): 10.9,\n",
-       "  Timestamp('2023-01-01 04:42:00'): 10.5,\n",
-       "  Timestamp('2023-01-01 04:48:00'): 10.0,\n",
-       "  Timestamp('2023-01-01 04:54:00'): 10.2,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 11.9,\n",
-       "  Timestamp('2023-01-01 05:06:00'): 12.8,\n",
-       "  Timestamp('2023-01-01 05:12:00'): 12.9,\n",
-       "  Timestamp('2023-01-01 05:18:00'): 13.0,\n",
-       "  Timestamp('2023-01-01 05:24:00'): 12.9,\n",
-       "  Timestamp('2023-01-01 05:30:00'): 12.9,\n",
-       "  Timestamp('2023-01-01 05:36:00'): 12.8,\n",
-       "  Timestamp('2023-01-01 05:42:00'): 12.8,\n",
-       "  Timestamp('2023-01-01 05:48:00'): 12.8,\n",
-       "  Timestamp('2023-01-01 05:54:00'): 12.6,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 12.7,\n",
-       "  Timestamp('2023-01-01 06:06:00'): 12.7,\n",
-       "  Timestamp('2023-01-01 06:12:00'): 12.7,\n",
-       "  Timestamp('2023-01-01 06:18:00'): 12.7,\n",
-       "  Timestamp('2023-01-01 06:24:00'): 12.5,\n",
-       "  Timestamp('2023-01-01 06:30:00'): 12.5,\n",
-       "  Timestamp('2023-01-01 06:36:00'): 12.5,\n",
-       "  Timestamp('2023-01-01 06:42:00'): 12.4,\n",
-       "  Timestamp('2023-01-01 06:48:00'): 12.4,\n",
-       "  Timestamp('2023-01-01 06:54:00'): 12.3,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 12.0,\n",
-       "  Timestamp('2023-01-01 07:06:00'): 12.0,\n",
-       "  Timestamp('2023-01-01 07:12:00'): 12.1,\n",
-       "  Timestamp('2023-01-01 07:18:00'): 12.1,\n",
-       "  Timestamp('2023-01-01 07:24:00'): 11.9,\n",
-       "  Timestamp('2023-01-01 07:30:00'): 11.9,\n",
-       "  Timestamp('2023-01-01 07:36:00'): 11.8,\n",
-       "  Timestamp('2023-01-01 07:42:00'): 10.3,\n",
-       "  Timestamp('2023-01-01 07:48:00'): 11.4,\n",
-       "  Timestamp('2023-01-01 07:54:00'): 10.6,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 10.8,\n",
-       "  Timestamp('2023-01-01 08:06:00'): 10.3,\n",
-       "  Timestamp('2023-01-01 08:12:00'): 10.0,\n",
-       "  Timestamp('2023-01-01 08:18:00'): 11.2,\n",
-       "  Timestamp('2023-01-01 08:24:00'): 11.5,\n",
-       "  Timestamp('2023-01-01 08:30:00'): 9.3,\n",
-       "  Timestamp('2023-01-01 08:36:00'): 8.0,\n",
-       "  Timestamp('2023-01-01 08:42:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 08:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:54:00'): 7.9,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-01 09:06:00'): 8.0,\n",
-       "  Timestamp('2023-01-01 09:12:00'): 8.5,\n",
-       "  Timestamp('2023-01-01 09:18:00'): 8.5,\n",
-       "  Timestamp('2023-01-01 09:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 09:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 09:36:00'): 7.6,\n",
-       "  Timestamp('2023-01-01 09:42:00'): 7.8,\n",
-       "  Timestamp('2023-01-01 09:48:00'): 7.7,\n",
-       "  Timestamp('2023-01-01 09:54:00'): 9.5,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-01 10:06:00'): 10.2,\n",
-       "  Timestamp('2023-01-01 10:12:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 10:18:00'): 7.3,\n",
-       "  Timestamp('2023-01-01 10:24:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 10:30:00'): 6.3,\n",
-       "  Timestamp('2023-01-01 10:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 10:42:00'): 8.0,\n",
-       "  Timestamp('2023-01-01 10:48:00'): 8.5,\n",
-       "  Timestamp('2023-01-01 10:54:00'): 6.6,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 6.0,\n",
-       "  Timestamp('2023-01-01 11:06:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 11:12:00'): 7.5,\n",
-       "  Timestamp('2023-01-01 11:18:00'): 7.8,\n",
-       "  Timestamp('2023-01-01 11:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 11:30:00'): 5.9,\n",
-       "  Timestamp('2023-01-01 11:36:00'): 7.5,\n",
-       "  Timestamp('2023-01-01 11:42:00'): 8.5,\n",
-       "  Timestamp('2023-01-01 11:48:00'): 7.8,\n",
-       "  Timestamp('2023-01-01 11:54:00'): 5.6,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 5.3,\n",
-       "  Timestamp('2023-01-01 12:06:00'): 6.0,\n",
-       "  Timestamp('2023-01-01 12:12:00'): 5.9,\n",
-       "  Timestamp('2023-01-01 12:18:00'): 5.7,\n",
-       "  Timestamp('2023-01-01 12:24:00'): 5.5,\n",
-       "  Timestamp('2023-01-01 12:30:00'): 5.5,\n",
-       "  Timestamp('2023-01-01 12:36:00'): 5.7,\n",
-       "  Timestamp('2023-01-01 12:42:00'): 5.8,\n",
-       "  Timestamp('2023-01-01 12:48:00'): 6.4,\n",
-       "  Timestamp('2023-01-01 12:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-01 13:06:00'): 5.8,\n",
-       "  Timestamp('2023-01-01 13:12:00'): 6.4,\n",
-       "  Timestamp('2023-01-01 13:18:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 13:24:00'): 7.6,\n",
-       "  Timestamp('2023-01-01 13:30:00'): 6.3,\n",
-       "  Timestamp('2023-01-01 13:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 13:42:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 13:48:00'): 7.5,\n",
-       "  Timestamp('2023-01-01 13:54:00'): 8.2,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-01 14:06:00'): 8.1,\n",
-       "  Timestamp('2023-01-01 14:12:00'): 8.1,\n",
-       "  Timestamp('2023-01-01 14:18:00'): 8.1,\n",
-       "  Timestamp('2023-01-01 14:24:00'): 8.3,\n",
-       "  Timestamp('2023-01-01 14:30:00'): 9.8,\n",
-       "  Timestamp('2023-01-01 14:36:00'): 8.7,\n",
-       "  Timestamp('2023-01-01 14:42:00'): 9.5,\n",
-       "  Timestamp('2023-01-01 14:48:00'): 11.9,\n",
-       "  Timestamp('2023-01-01 14:54:00'): 12.4,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 10.7,\n",
-       "  Timestamp('2023-01-01 15:06:00'): 10.4,\n",
-       "  Timestamp('2023-01-01 15:12:00'): 10.1,\n",
-       "  Timestamp('2023-01-01 15:18:00'): 9.9,\n",
-       "  Timestamp('2023-01-01 15:24:00'): 10.5,\n",
-       "  Timestamp('2023-01-01 15:30:00'): 10.6,\n",
-       "  Timestamp('2023-01-01 15:36:00'): 10.8,\n",
-       "  Timestamp('2023-01-01 15:42:00'): 11.5,\n",
-       "  Timestamp('2023-01-01 15:48:00'): 12.4,\n",
-       "  Timestamp('2023-01-01 15:54:00'): 11.7,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 12.3,\n",
-       "  Timestamp('2023-01-01 16:06:00'): 12.5,\n",
-       "  Timestamp('2023-01-01 16:12:00'): 14.2,\n",
-       "  Timestamp('2023-01-01 16:18:00'): 13.5,\n",
-       "  Timestamp('2023-01-01 16:24:00'): 12.9,\n",
-       "  Timestamp('2023-01-01 16:30:00'): 13.3,\n",
-       "  Timestamp('2023-01-01 16:36:00'): 14.3,\n",
-       "  Timestamp('2023-01-01 16:42:00'): 14.1,\n",
-       "  Timestamp('2023-01-01 16:48:00'): 14.0,\n",
-       "  Timestamp('2023-01-01 16:54:00'): 14.8,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 15.2,\n",
-       "  Timestamp('2023-01-01 17:06:00'): 15.1,\n",
-       "  Timestamp('2023-01-01 17:12:00'): 15.3,\n",
-       "  Timestamp('2023-01-01 17:18:00'): 14.8,\n",
-       "  Timestamp('2023-01-01 17:24:00'): 15.1,\n",
-       "  Timestamp('2023-01-01 17:30:00'): 14.7,\n",
-       "  Timestamp('2023-01-01 17:36:00'): 15.4,\n",
-       "  Timestamp('2023-01-01 17:42:00'): 15.7,\n",
-       "  Timestamp('2023-01-01 17:48:00'): 15.7,\n",
-       "  Timestamp('2023-01-01 17:54:00'): 15.8,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 15.9,\n",
-       "  Timestamp('2023-01-01 18:06:00'): 16.1,\n",
-       "  Timestamp('2023-01-01 18:12:00'): 16.1,\n",
-       "  Timestamp('2023-01-01 18:18:00'): 16.3,\n",
-       "  Timestamp('2023-01-01 18:24:00'): 16.5,\n",
-       "  Timestamp('2023-01-01 18:30:00'): 16.6,\n",
-       "  Timestamp('2023-01-01 18:36:00'): 16.7,\n",
-       "  Timestamp('2023-01-01 18:42:00'): 16.8,\n",
-       "  Timestamp('2023-01-01 18:48:00'): 16.7,\n",
-       "  Timestamp('2023-01-01 18:54:00'): 15.5,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 16.6,\n",
-       "  Timestamp('2023-01-01 19:06:00'): 14.5,\n",
-       "  Timestamp('2023-01-01 19:12:00'): 14.9,\n",
-       "  Timestamp('2023-01-01 19:18:00'): 14.9,\n",
-       "  Timestamp('2023-01-01 19:24:00'): 17.1,\n",
-       "  Timestamp('2023-01-01 19:30:00'): 15.5,\n",
-       "  Timestamp('2023-01-01 19:36:00'): 16.3,\n",
-       "  Timestamp('2023-01-01 19:42:00'): 17.1,\n",
-       "  Timestamp('2023-01-01 19:48:00'): 17.5,\n",
-       "  Timestamp('2023-01-01 19:54:00'): 17.9,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 17.8,\n",
-       "  Timestamp('2023-01-01 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:12:00'): 12.9,\n",
-       "  Timestamp('2023-01-01 21:18:00'): 12.8,\n",
-       "  Timestamp('2023-01-01 21:24:00'): 12.7,\n",
-       "  Timestamp('2023-01-01 21:30:00'): 11.9,\n",
-       "  Timestamp('2023-01-01 21:36:00'): 11.2,\n",
-       "  Timestamp('2023-01-01 21:42:00'): 11.7,\n",
-       "  Timestamp('2023-01-01 21:48:00'): 12.0,\n",
-       "  Timestamp('2023-01-01 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:06:00'): 11.7,\n",
-       "  Timestamp('2023-01-01 22:12:00'): 10.6,\n",
-       "  Timestamp('2023-01-01 22:18:00'): 10.8,\n",
-       "  Timestamp('2023-01-01 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:36:00'): 10.8,\n",
-       "  Timestamp('2023-01-01 22:42:00'): 10.5,\n",
-       "  Timestamp('2023-01-01 22:48:00'): 9.9,\n",
-       "  Timestamp('2023-01-01 22:54:00'): 9.4,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 9.2,\n",
-       "  Timestamp('2023-01-01 23:06:00'): 8.7,\n",
-       "  Timestamp('2023-01-01 23:12:00'): 8.2,\n",
-       "  Timestamp('2023-01-01 23:18:00'): 8.3,\n",
-       "  Timestamp('2023-01-01 23:24:00'): 8.2,\n",
-       "  Timestamp('2023-01-01 23:30:00'): 8.6,\n",
-       "  Timestamp('2023-01-01 23:36:00'): 8.7,\n",
-       "  Timestamp('2023-01-01 23:42:00'): 8.0,\n",
-       "  Timestamp('2023-01-01 23:48:00'): 8.9,\n",
-       "  Timestamp('2023-01-01 23:54:00'): 9.1,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-02 00:06:00'): 7.2,\n",
-       "  Timestamp('2023-01-02 00:12:00'): 7.6,\n",
-       "  Timestamp('2023-01-02 00:18:00'): 7.5,\n",
-       "  Timestamp('2023-01-02 00:24:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 00:30:00'): 6.7,\n",
-       "  Timestamp('2023-01-02 00:36:00'): 6.5,\n",
-       "  Timestamp('2023-01-02 00:42:00'): 6.7,\n",
-       "  Timestamp('2023-01-02 00:48:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 00:54:00'): 7.2,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 7.4,\n",
-       "  Timestamp('2023-01-02 01:06:00'): 7.2,\n",
-       "  Timestamp('2023-01-02 01:12:00'): 7.2,\n",
-       "  Timestamp('2023-01-02 01:18:00'): 7.2,\n",
-       "  Timestamp('2023-01-02 01:24:00'): 6.6,\n",
-       "  Timestamp('2023-01-02 01:30:00'): 7.3,\n",
-       "  Timestamp('2023-01-02 01:36:00'): 7.7,\n",
-       "  Timestamp('2023-01-02 01:42:00'): 7.9,\n",
-       "  Timestamp('2023-01-02 01:48:00'): 7.3,\n",
-       "  Timestamp('2023-01-02 01:54:00'): 7.4,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 8.1,\n",
-       "  Timestamp('2023-01-02 02:06:00'): 7.9,\n",
-       "  Timestamp('2023-01-02 02:12:00'): 7.8,\n",
-       "  Timestamp('2023-01-02 02:18:00'): 7.9,\n",
-       "  Timestamp('2023-01-02 02:24:00'): 8.5,\n",
-       "  Timestamp('2023-01-02 02:30:00'): 8.2,\n",
-       "  Timestamp('2023-01-02 02:36:00'): 8.0,\n",
-       "  Timestamp('2023-01-02 02:42:00'): 7.8,\n",
-       "  Timestamp('2023-01-02 02:48:00'): 8.6,\n",
-       "  Timestamp('2023-01-02 02:54:00'): 8.6,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-02 03:06:00'): 7.7,\n",
-       "  Timestamp('2023-01-02 03:12:00'): 8.5,\n",
-       "  Timestamp('2023-01-02 03:18:00'): 8.5,\n",
-       "  Timestamp('2023-01-02 03:24:00'): 8.6,\n",
-       "  Timestamp('2023-01-02 03:30:00'): 8.2,\n",
-       "  Timestamp('2023-01-02 03:36:00'): 7.2,\n",
-       "  Timestamp('2023-01-02 03:42:00'): 7.5,\n",
-       "  Timestamp('2023-01-02 03:48:00'): 7.8,\n",
-       "  Timestamp('2023-01-02 03:54:00'): 7.9,\n",
-       "  Timestamp('2023-01-02 04:00:00'): 6.5,\n",
-       "  Timestamp('2023-01-02 04:06:00'): 6.3,\n",
-       "  Timestamp('2023-01-02 04:12:00'): 6.2,\n",
-       "  Timestamp('2023-01-02 04:18:00'): 6.0,\n",
-       "  Timestamp('2023-01-02 04:24:00'): 6.2,\n",
-       "  Timestamp('2023-01-02 04:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-02 04:36:00'): 6.1,\n",
-       "  Timestamp('2023-01-02 04:42:00'): 6.4,\n",
-       "  Timestamp('2023-01-02 04:48:00'): 5.8,\n",
-       "  Timestamp('2023-01-02 04:54:00'): 5.6,\n",
-       "  Timestamp('2023-01-02 05:00:00'): 5.9,\n",
-       "  Timestamp('2023-01-02 05:06:00'): 6.0,\n",
-       "  Timestamp('2023-01-02 05:12:00'): 5.9,\n",
-       "  Timestamp('2023-01-02 05:18:00'): 6.0,\n",
-       "  Timestamp('2023-01-02 05:24:00'): 5.9,\n",
-       "  Timestamp('2023-01-02 05:30:00'): 6.1,\n",
-       "  Timestamp('2023-01-02 05:36:00'): 5.8,\n",
-       "  Timestamp('2023-01-02 05:42:00'): 6.0,\n",
-       "  Timestamp('2023-01-02 05:48:00'): 6.1,\n",
-       "  Timestamp('2023-01-02 05:54:00'): 5.5,\n",
-       "  Timestamp('2023-01-02 06:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-02 06:06:00'): 5.8,\n",
-       "  Timestamp('2023-01-02 06:12:00'): 5.7,\n",
-       "  Timestamp('2023-01-02 06:18:00'): 5.6,\n",
-       "  Timestamp('2023-01-02 06:24:00'): 5.1,\n",
-       "  Timestamp('2023-01-02 06:30:00'): 4.8,\n",
-       "  Timestamp('2023-01-02 06:36:00'): 5.0,\n",
-       "  Timestamp('2023-01-02 06:42:00'): 5.2,\n",
-       "  Timestamp('2023-01-02 06:48:00'): 4.8,\n",
-       "  Timestamp('2023-01-02 06:54:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 07:00:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 07:06:00'): 5.0,\n",
-       "  Timestamp('2023-01-02 07:12:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 07:18:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 07:24:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 07:30:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 07:36:00'): 4.4,\n",
-       "  Timestamp('2023-01-02 07:42:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 07:48:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 07:54:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 08:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-02 08:06:00'): 4.4,\n",
-       "  Timestamp('2023-01-02 08:12:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 08:18:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:36:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 08:42:00'): 4.8,\n",
-       "  Timestamp('2023-01-02 08:48:00'): 4.8,\n",
-       "  Timestamp('2023-01-02 08:54:00'): 4.8,\n",
-       "  Timestamp('2023-01-02 09:00:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 09:06:00'): 5.1,\n",
-       "  Timestamp('2023-01-02 09:12:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 09:18:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 09:24:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 09:30:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 09:36:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 09:42:00'): 4.8,\n",
-       "  Timestamp('2023-01-02 09:48:00'): 5.5,\n",
-       "  Timestamp('2023-01-02 09:54:00'): 5.3,\n",
-       "  Timestamp('2023-01-02 10:00:00'): 5.1,\n",
-       "  Timestamp('2023-01-02 10:06:00'): 4.9,\n",
-       "  Timestamp('2023-01-02 10:12:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 10:18:00'): 4.4,\n",
-       "  Timestamp('2023-01-02 10:24:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 10:30:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 10:36:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 10:42:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 10:48:00'): 4.8,\n",
-       "  Timestamp('2023-01-02 10:54:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 11:00:00'): 4.4,\n",
-       "  Timestamp('2023-01-02 11:06:00'): 3.8,\n",
-       "  Timestamp('2023-01-02 11:12:00'): 4.0,\n",
-       "  Timestamp('2023-01-02 11:18:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 11:24:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 11:30:00'): 4.6,\n",
-       "  Timestamp('2023-01-02 11:36:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 11:42:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 11:48:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 11:54:00'): 4.1,\n",
-       "  Timestamp('2023-01-02 12:00:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 12:06:00'): 4.2,\n",
-       "  Timestamp('2023-01-02 12:12:00'): 4.3,\n",
-       "  Timestamp('2023-01-02 12:18:00'): 4.3,\n",
-       "  Timestamp('2023-01-02 12:24:00'): 4.3,\n",
-       "  Timestamp('2023-01-02 12:30:00'): 4.4,\n",
-       "  Timestamp('2023-01-02 12:36:00'): 4.5,\n",
-       "  Timestamp('2023-01-02 12:42:00'): 4.7,\n",
-       "  Timestamp('2023-01-02 12:48:00'): 5.4,\n",
-       "  Timestamp('2023-01-02 12:54:00'): 5.4,\n",
-       "  Timestamp('2023-01-02 13:00:00'): 5.6,\n",
-       "  Timestamp('2023-01-02 13:06:00'): 6.0,\n",
-       "  Timestamp('2023-01-02 13:12:00'): 5.6,\n",
-       "  Timestamp('2023-01-02 13:18:00'): 5.7,\n",
-       "  Timestamp('2023-01-02 13:24:00'): 6.4,\n",
-       "  Timestamp('2023-01-02 13:30:00'): 8.7,\n",
-       "  Timestamp('2023-01-02 13:36:00'): 9.4,\n",
-       "  Timestamp('2023-01-02 13:42:00'): 8.8,\n",
-       "  Timestamp('2023-01-02 13:48:00'): 9.0,\n",
-       "  Timestamp('2023-01-02 13:54:00'): 9.9,\n",
-       "  Timestamp('2023-01-02 14:00:00'): 9.6,\n",
-       "  Timestamp('2023-01-02 14:06:00'): 8.7,\n",
-       "  Timestamp('2023-01-02 14:12:00'): 8.5,\n",
-       "  Timestamp('2023-01-02 14:18:00'): 7.7,\n",
-       "  Timestamp('2023-01-02 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-02 14:42:00'): 6.5,\n",
-       "  Timestamp('2023-01-02 14:48:00'): 7.6,\n",
-       "  Timestamp('2023-01-02 14:54:00'): 8.2,\n",
-       "  Timestamp('2023-01-02 15:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-02 15:06:00'): 9.5,\n",
-       "  Timestamp('2023-01-02 15:12:00'): 9.6,\n",
-       "  Timestamp('2023-01-02 15:18:00'): 9.2,\n",
-       "  Timestamp('2023-01-02 15:24:00'): 8.0,\n",
-       "  Timestamp('2023-01-02 15:30:00'): 7.7,\n",
-       "  Timestamp('2023-01-02 15:36:00'): 7.3,\n",
-       "  Timestamp('2023-01-02 15:42:00'): 6.4,\n",
-       "  Timestamp('2023-01-02 15:48:00'): 6.4,\n",
-       "  Timestamp('2023-01-02 15:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-02 16:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 16:06:00'): 7.4,\n",
-       "  Timestamp('2023-01-02 16:12:00'): 7.4,\n",
-       "  Timestamp('2023-01-02 16:18:00'): 7.2,\n",
-       "  Timestamp('2023-01-02 16:24:00'): 7.3,\n",
-       "  Timestamp('2023-01-02 16:30:00'): 7.8,\n",
-       "  Timestamp('2023-01-02 16:36:00'): 7.8,\n",
-       "  Timestamp('2023-01-02 16:42:00'): 8.3,\n",
-       "  Timestamp('2023-01-02 16:48:00'): 7.8,\n",
-       "  Timestamp('2023-01-02 16:54:00'): 7.9,\n",
-       "  Timestamp('2023-01-02 17:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 17:06:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 17:12:00'): 7.4,\n",
-       "  Timestamp('2023-01-02 17:18:00'): 7.2,\n",
-       "  Timestamp('2023-01-02 17:24:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 17:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 17:36:00'): 7.7,\n",
-       "  Timestamp('2023-01-02 17:42:00'): 7.6,\n",
-       "  Timestamp('2023-01-02 17:48:00'): 7.5,\n",
-       "  Timestamp('2023-01-02 17:54:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 18:00:00'): 7.6,\n",
-       "  Timestamp('2023-01-02 18:06:00'): 7.7,\n",
-       "  Timestamp('2023-01-02 18:12:00'): 8.0,\n",
-       "  Timestamp('2023-01-02 18:18:00'): 9.2,\n",
-       "  Timestamp('2023-01-02 18:24:00'): 9.6,\n",
-       "  Timestamp('2023-01-02 18:30:00'): 9.7,\n",
-       "  Timestamp('2023-01-02 18:36:00'): 10.2,\n",
-       "  Timestamp('2023-01-02 18:42:00'): 8.6,\n",
-       "  Timestamp('2023-01-02 18:48:00'): 8.3,\n",
-       "  Timestamp('2023-01-02 18:54:00'): 9.4,\n",
-       "  Timestamp('2023-01-02 19:00:00'): 11.3,\n",
-       "  Timestamp('2023-01-02 19:06:00'): 11.3,\n",
-       "  Timestamp('2023-01-02 19:12:00'): 11.3,\n",
-       "  Timestamp('2023-01-02 19:18:00'): 11.5,\n",
-       "  Timestamp('2023-01-02 19:24:00'): 12.0,\n",
-       "  Timestamp('2023-01-02 19:30:00'): 12.2,\n",
-       "  Timestamp('2023-01-02 19:36:00'): 12.7,\n",
-       "  Timestamp('2023-01-02 19:42:00'): 13.4,\n",
-       "  Timestamp('2023-01-02 19:48:00'): 14.1,\n",
-       "  Timestamp('2023-01-02 19:54:00'): 13.9,\n",
-       "  Timestamp('2023-01-02 20:00:00'): 14.0,\n",
-       "  Timestamp('2023-01-02 20:06:00'): 14.1,\n",
-       "  Timestamp('2023-01-02 20:12:00'): 13.9,\n",
-       "  Timestamp('2023-01-02 20:18:00'): 13.7,\n",
-       "  Timestamp('2023-01-02 20:24:00'): 13.4,\n",
-       "  Timestamp('2023-01-02 20:30:00'): 13.1,\n",
-       "  Timestamp('2023-01-02 20:36:00'): 12.7,\n",
-       "  Timestamp('2023-01-02 20:42:00'): 12.4,\n",
-       "  Timestamp('2023-01-02 20:48:00'): 12.3,\n",
-       "  Timestamp('2023-01-02 20:54:00'): 10.3,\n",
-       "  Timestamp('2023-01-02 21:00:00'): 10.5,\n",
-       "  Timestamp('2023-01-02 21:06:00'): 11.5,\n",
-       "  Timestamp('2023-01-02 21:12:00'): 12.0,\n",
-       "  Timestamp('2023-01-02 21:18:00'): 11.5,\n",
-       "  Timestamp('2023-01-02 21:24:00'): 12.0,\n",
-       "  Timestamp('2023-01-02 21:30:00'): 12.1,\n",
-       "  Timestamp('2023-01-02 21:36:00'): 11.6,\n",
-       "  Timestamp('2023-01-02 21:42:00'): 12.1,\n",
-       "  Timestamp('2023-01-02 21:48:00'): 12.0,\n",
-       "  Timestamp('2023-01-02 21:54:00'): 11.9,\n",
-       "  Timestamp('2023-01-02 22:00:00'): 11.8,\n",
-       "  Timestamp('2023-01-02 22:06:00'): 11.7,\n",
-       "  Timestamp('2023-01-02 22:12:00'): 11.6,\n",
-       "  Timestamp('2023-01-02 22:18:00'): 11.6,\n",
-       "  Timestamp('2023-01-02 22:24:00'): 11.6,\n",
-       "  Timestamp('2023-01-02 22:30:00'): 11.7,\n",
-       "  Timestamp('2023-01-02 22:36:00'): 11.6,\n",
-       "  Timestamp('2023-01-02 22:42:00'): 11.5,\n",
-       "  Timestamp('2023-01-02 22:48:00'): 11.6,\n",
-       "  Timestamp('2023-01-02 22:54:00'): 11.7,\n",
-       "  Timestamp('2023-01-02 23:00:00'): 11.8,\n",
-       "  Timestamp('2023-01-02 23:06:00'): 11.8,\n",
-       "  Timestamp('2023-01-02 23:12:00'): 11.6,\n",
-       "  Timestamp('2023-01-02 23:18:00'): 8.7,\n",
-       "  Timestamp('2023-01-02 23:24:00'): 8.2,\n",
-       "  Timestamp('2023-01-02 23:30:00'): 8.0,\n",
-       "  Timestamp('2023-01-02 23:36:00'): 8.4,\n",
-       "  Timestamp('2023-01-02 23:42:00'): 8.5,\n",
-       "  Timestamp('2023-01-02 23:48:00'): 8.9,\n",
-       "  Timestamp('2023-01-02 23:54:00'): 8.8,\n",
-       "  Timestamp('2023-01-03 00:00:00'): 9.3,\n",
-       "  Timestamp('2023-01-03 00:06:00'): 9.0,\n",
-       "  Timestamp('2023-01-03 00:12:00'): 8.9,\n",
-       "  Timestamp('2023-01-03 00:18:00'): 9.2,\n",
-       "  Timestamp('2023-01-03 00:24:00'): 8.4,\n",
-       "  Timestamp('2023-01-03 00:30:00'): 8.6,\n",
-       "  Timestamp('2023-01-03 00:36:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 00:42:00'): 9.5,\n",
-       "  Timestamp('2023-01-03 00:48:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 00:54:00'): 9.2,\n",
-       "  Timestamp('2023-01-03 01:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 01:06:00'): 7.8,\n",
-       "  Timestamp('2023-01-03 01:12:00'): 8.8,\n",
-       "  Timestamp('2023-01-03 01:18:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 01:24:00'): 8.4,\n",
-       "  Timestamp('2023-01-03 01:30:00'): 9.3,\n",
-       "  Timestamp('2023-01-03 01:36:00'): 9.5,\n",
-       "  Timestamp('2023-01-03 01:42:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 01:48:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 01:54:00'): 8.6,\n",
-       "  Timestamp('2023-01-03 02:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-03 02:06:00'): 8.7,\n",
-       "  Timestamp('2023-01-03 02:12:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 02:18:00'): 8.2,\n",
-       "  Timestamp('2023-01-03 02:24:00'): 8.1,\n",
-       "  Timestamp('2023-01-03 02:30:00'): 9.4,\n",
-       "  Timestamp('2023-01-03 02:36:00'): 9.4,\n",
-       "  Timestamp('2023-01-03 02:42:00'): 10.3,\n",
-       "  Timestamp('2023-01-03 02:48:00'): 10.3,\n",
-       "  Timestamp('2023-01-03 02:54:00'): 10.0,\n",
-       "  Timestamp('2023-01-03 03:00:00'): 10.2,\n",
-       "  Timestamp('2023-01-03 03:06:00'): 10.7,\n",
-       "  Timestamp('2023-01-03 03:12:00'): 10.6,\n",
-       "  Timestamp('2023-01-03 03:18:00'): 10.6,\n",
-       "  Timestamp('2023-01-03 03:24:00'): 10.6,\n",
-       "  Timestamp('2023-01-03 03:30:00'): 10.6,\n",
-       "  Timestamp('2023-01-03 03:36:00'): 10.5,\n",
-       "  Timestamp('2023-01-03 03:42:00'): 10.4,\n",
-       "  Timestamp('2023-01-03 03:48:00'): 10.1,\n",
-       "  Timestamp('2023-01-03 03:54:00'): 10.0,\n",
-       "  Timestamp('2023-01-03 04:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 04:06:00'): 9.6,\n",
-       "  Timestamp('2023-01-03 04:12:00'): 9.2,\n",
-       "  Timestamp('2023-01-03 04:18:00'): 8.2,\n",
-       "  Timestamp('2023-01-03 04:24:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 04:30:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 04:36:00'): 7.4,\n",
-       "  Timestamp('2023-01-03 04:42:00'): 6.9,\n",
-       "  Timestamp('2023-01-03 04:48:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 04:54:00'): 7.4,\n",
-       "  Timestamp('2023-01-03 05:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 05:06:00'): 8.2,\n",
-       "  Timestamp('2023-01-03 05:12:00'): 8.2,\n",
-       "  Timestamp('2023-01-03 05:18:00'): 7.8,\n",
-       "  Timestamp('2023-01-03 05:24:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 05:30:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 05:36:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 05:42:00'): 8.1,\n",
-       "  Timestamp('2023-01-03 05:48:00'): 7.9,\n",
-       "  Timestamp('2023-01-03 05:54:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 06:00:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 06:06:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 06:12:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 06:18:00'): 8.1,\n",
-       "  Timestamp('2023-01-03 06:24:00'): 8.4,\n",
-       "  Timestamp('2023-01-03 06:30:00'): 8.6,\n",
-       "  Timestamp('2023-01-03 06:36:00'): 8.7,\n",
-       "  Timestamp('2023-01-03 06:42:00'): 9.0,\n",
-       "  Timestamp('2023-01-03 06:48:00'): 9.3,\n",
-       "  Timestamp('2023-01-03 06:54:00'): 8.8,\n",
-       "  Timestamp('2023-01-03 07:00:00'): 8.8,\n",
-       "  Timestamp('2023-01-03 07:06:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 07:12:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 07:18:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 07:24:00'): 7.4,\n",
-       "  Timestamp('2023-01-03 07:30:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 07:36:00'): 8.1,\n",
-       "  Timestamp('2023-01-03 07:42:00'): 7.2,\n",
-       "  Timestamp('2023-01-03 07:48:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 07:54:00'): 7.9,\n",
-       "  Timestamp('2023-01-03 08:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 08:06:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 08:12:00'): 8.1,\n",
-       "  Timestamp('2023-01-03 08:18:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 08:24:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 08:30:00'): 8.2,\n",
-       "  Timestamp('2023-01-03 08:36:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 08:42:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 08:48:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 08:54:00'): 7.1,\n",
-       "  Timestamp('2023-01-03 09:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-03 09:06:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 09:12:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 09:18:00'): 8.7,\n",
-       "  Timestamp('2023-01-03 09:24:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 09:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-03 09:36:00'): 7.1,\n",
-       "  Timestamp('2023-01-03 09:42:00'): 7.1,\n",
-       "  Timestamp('2023-01-03 09:48:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 09:54:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 10:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-03 10:06:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 10:12:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 10:18:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 10:24:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 10:30:00'): 7.4,\n",
-       "  Timestamp('2023-01-03 10:36:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 10:42:00'): 7.2,\n",
-       "  Timestamp('2023-01-03 10:48:00'): 7.4,\n",
-       "  Timestamp('2023-01-03 10:54:00'): 6.6,\n",
-       "  Timestamp('2023-01-03 11:00:00'): 6.6,\n",
-       "  Timestamp('2023-01-03 11:06:00'): 6.8,\n",
-       "  Timestamp('2023-01-03 11:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-03 11:18:00'): 7.1,\n",
-       "  Timestamp('2023-01-03 11:24:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 11:30:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 11:36:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 11:42:00'): 6.9,\n",
-       "  Timestamp('2023-01-03 11:48:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 11:54:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 12:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-03 12:06:00'): 6.7,\n",
-       "  Timestamp('2023-01-03 12:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-03 12:18:00'): 7.0,\n",
-       "  Timestamp('2023-01-03 12:24:00'): 7.4,\n",
-       "  Timestamp('2023-01-03 12:30:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 12:36:00'): 7.9,\n",
-       "  Timestamp('2023-01-03 12:42:00'): 7.8,\n",
-       "  Timestamp('2023-01-03 12:48:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 12:54:00'): 9.1,\n",
-       "  Timestamp('2023-01-03 13:00:00'): 9.3,\n",
-       "  Timestamp('2023-01-03 13:06:00'): 9.3,\n",
-       "  Timestamp('2023-01-03 13:12:00'): 9.5,\n",
-       "  Timestamp('2023-01-03 13:18:00'): 9.6,\n",
-       "  Timestamp('2023-01-03 13:24:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 13:30:00'): 9.9,\n",
-       "  Timestamp('2023-01-03 13:36:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 13:42:00'): 9.9,\n",
-       "  Timestamp('2023-01-03 13:48:00'): 10.0,\n",
-       "  Timestamp('2023-01-03 13:54:00'): 10.1,\n",
-       "  Timestamp('2023-01-03 14:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-03 14:06:00'): 9.9,\n",
-       "  Timestamp('2023-01-03 14:12:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 14:18:00'): 9.8,\n",
-       "  Timestamp('2023-01-03 14:24:00'): 9.2,\n",
-       "  Timestamp('2023-01-03 14:30:00'): 9.2,\n",
-       "  Timestamp('2023-01-03 14:36:00'): 8.8,\n",
-       "  Timestamp('2023-01-03 14:42:00'): 8.4,\n",
-       "  Timestamp('2023-01-03 14:48:00'): 8.6,\n",
-       "  Timestamp('2023-01-03 14:54:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 15:00:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 15:06:00'): 8.5,\n",
-       "  Timestamp('2023-01-03 15:12:00'): 8.7,\n",
-       "  Timestamp('2023-01-03 15:18:00'): 8.9,\n",
-       "  Timestamp('2023-01-03 15:24:00'): 8.9,\n",
-       "  Timestamp('2023-01-03 15:30:00'): 8.8,\n",
-       "  Timestamp('2023-01-03 15:36:00'): 9.1,\n",
-       "  Timestamp('2023-01-03 15:42:00'): 9.0,\n",
-       "  Timestamp('2023-01-03 15:48:00'): 9.1,\n",
-       "  Timestamp('2023-01-03 15:54:00'): 7.8,\n",
-       "  Timestamp('2023-01-03 16:00:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 16:06:00'): 7.9,\n",
-       "  Timestamp('2023-01-03 16:12:00'): 8.0,\n",
-       "  Timestamp('2023-01-03 16:18:00'): 7.7,\n",
-       "  Timestamp('2023-01-03 16:24:00'): 7.4,\n",
-       "  Timestamp('2023-01-03 16:30:00'): 7.8,\n",
-       "  Timestamp('2023-01-03 16:36:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 16:42:00'): 7.2,\n",
-       "  Timestamp('2023-01-03 16:48:00'): 7.5,\n",
-       "  Timestamp('2023-01-03 16:54:00'): 7.6,\n",
-       "  Timestamp('2023-01-03 17:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-03 17:06:00'): 7.9,\n",
-       "  Timestamp('2023-01-03 17:12:00'): 7.9,\n",
-       "  Timestamp('2023-01-03 17:18:00'): 8.3,\n",
-       "  Timestamp('2023-01-03 17:24:00'): 9.0,\n",
-       "  Timestamp('2023-01-03 17:30:00'): 9.2,\n",
-       "  Timestamp('2023-01-03 17:36:00'): 9.0,\n",
-       "  Timestamp('2023-01-03 17:42:00'): 9.7,\n",
-       "  Timestamp('2023-01-03 17:48:00'): 9.6,\n",
-       "  Timestamp('2023-01-03 17:54:00'): 9.1,\n",
-       "  Timestamp('2023-01-03 18:00:00'): 10.6,\n",
-       "  Timestamp('2023-01-03 18:06:00'): 10.7,\n",
-       "  Timestamp('2023-01-03 18:12:00'): 12.7,\n",
-       "  Timestamp('2023-01-03 18:18:00'): 16.4,\n",
-       "  Timestamp('2023-01-03 18:24:00'): 17.6,\n",
-       "  Timestamp('2023-01-03 18:30:00'): 17.8,\n",
-       "  Timestamp('2023-01-03 18:36:00'): 17.7,\n",
-       "  Timestamp('2023-01-03 18:42:00'): 17.8,\n",
-       "  Timestamp('2023-01-03 18:48:00'): 17.8,\n",
-       "  Timestamp('2023-01-03 18:54:00'): 18.1,\n",
-       "  Timestamp('2023-01-03 19:00:00'): 17.3,\n",
-       "  Timestamp('2023-01-03 19:06:00'): 17.1,\n",
-       "  Timestamp('2023-01-03 19:12:00'): 17.1,\n",
-       "  Timestamp('2023-01-03 19:18:00'): 16.9,\n",
-       "  Timestamp('2023-01-03 19:24:00'): 16.8,\n",
-       "  Timestamp('2023-01-03 19:30:00'): 16.6,\n",
-       "  Timestamp('2023-01-03 19:36:00'): 16.5,\n",
-       "  Timestamp('2023-01-03 19:42:00'): 16.3,\n",
-       "  Timestamp('2023-01-03 19:48:00'): 16.0,\n",
-       "  Timestamp('2023-01-03 19:54:00'): 15.7,\n",
-       "  Timestamp('2023-01-03 20:00:00'): 15.3,\n",
-       "  Timestamp('2023-01-03 20:06:00'): 15.2,\n",
-       "  Timestamp('2023-01-03 20:12:00'): 15.0,\n",
-       "  Timestamp('2023-01-03 20:18:00'): 14.8,\n",
-       "  Timestamp('2023-01-03 20:24:00'): 14.5,\n",
-       "  Timestamp('2023-01-03 20:30:00'): 14.4,\n",
-       "  Timestamp('2023-01-03 20:36:00'): 14.3,\n",
-       "  Timestamp('2023-01-03 20:42:00'): 14.1,\n",
-       "  Timestamp('2023-01-03 20:48:00'): 13.9,\n",
-       "  Timestamp('2023-01-03 20:54:00'): 13.6,\n",
-       "  Timestamp('2023-01-03 21:00:00'): 13.3,\n",
-       "  Timestamp('2023-01-03 21:06:00'): 13.1,\n",
-       "  Timestamp('2023-01-03 21:12:00'): 13.0,\n",
-       "  Timestamp('2023-01-03 21:18:00'): 13.1,\n",
-       "  Timestamp('2023-01-03 21:24:00'): 13.3,\n",
-       "  Timestamp('2023-01-03 21:30:00'): 13.5,\n",
-       "  Timestamp('2023-01-03 21:36:00'): 13.6,\n",
-       "  Timestamp('2023-01-03 21:42:00'): 13.7,\n",
-       "  Timestamp('2023-01-03 21:48:00'): 13.8,\n",
-       "  Timestamp('2023-01-03 21:54:00'): 13.9,\n",
-       "  Timestamp('2023-01-03 22:00:00'): 13.8,\n",
-       "  Timestamp('2023-01-03 22:06:00'): 13.8,\n",
-       "  Timestamp('2023-01-03 22:12:00'): 14.0,\n",
-       "  Timestamp('2023-01-03 22:18:00'): 14.1,\n",
-       "  Timestamp('2023-01-03 22:24:00'): 14.7,\n",
-       "  Timestamp('2023-01-03 22:30:00'): 14.7,\n",
-       "  Timestamp('2023-01-03 22:36:00'): 14.9,\n",
-       "  Timestamp('2023-01-03 22:42:00'): 14.9,\n",
-       "  Timestamp('2023-01-03 22:48:00'): 14.7,\n",
-       "  Timestamp('2023-01-03 22:54:00'): 14.4,\n",
-       "  Timestamp('2023-01-03 23:00:00'): 14.0,\n",
-       "  Timestamp('2023-01-03 23:06:00'): 13.6,\n",
-       "  Timestamp('2023-01-03 23:12:00'): 12.8,\n",
-       "  Timestamp('2023-01-03 23:18:00'): 13.5,\n",
-       "  Timestamp('2023-01-03 23:24:00'): 13.6,\n",
-       "  Timestamp('2023-01-03 23:30:00'): 13.2,\n",
-       "  Timestamp('2023-01-03 23:36:00'): 13.7,\n",
-       "  Timestamp('2023-01-03 23:42:00'): 14.1,\n",
-       "  Timestamp('2023-01-03 23:48:00'): 14.1,\n",
-       "  Timestamp('2023-01-03 23:54:00'): 14.2,\n",
-       "  Timestamp('2023-01-04 00:00:00'): 13.9,\n",
-       "  Timestamp('2023-01-04 00:06:00'): 12.2,\n",
-       "  Timestamp('2023-01-04 00:12:00'): 11.5,\n",
-       "  Timestamp('2023-01-04 00:18:00'): 12.3,\n",
-       "  Timestamp('2023-01-04 00:24:00'): 12.3,\n",
-       "  Timestamp('2023-01-04 00:30:00'): 12.3,\n",
-       "  Timestamp('2023-01-04 00:36:00'): 13.4,\n",
-       "  Timestamp('2023-01-04 00:42:00'): 11.7,\n",
-       "  Timestamp('2023-01-04 00:48:00'): 8.6,\n",
-       "  Timestamp('2023-01-04 00:54:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 01:00:00'): 7.8,\n",
-       "  Timestamp('2023-01-04 01:06:00'): 7.7,\n",
-       "  Timestamp('2023-01-04 01:12:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 01:18:00'): 10.6,\n",
-       "  Timestamp('2023-01-04 01:24:00'): 11.3,\n",
-       "  Timestamp('2023-01-04 01:30:00'): 9.2,\n",
-       "  Timestamp('2023-01-04 01:36:00'): 13.1,\n",
-       "  Timestamp('2023-01-04 01:42:00'): 15.2,\n",
-       "  Timestamp('2023-01-04 01:48:00'): 15.2,\n",
-       "  Timestamp('2023-01-04 01:54:00'): 11.4,\n",
-       "  Timestamp('2023-01-04 02:00:00'): 9.0,\n",
-       "  Timestamp('2023-01-04 02:06:00'): 8.7,\n",
-       "  Timestamp('2023-01-04 02:12:00'): 8.7,\n",
-       "  Timestamp('2023-01-04 02:18:00'): 8.9,\n",
-       "  Timestamp('2023-01-04 02:24:00'): 11.7,\n",
-       "  Timestamp('2023-01-04 02:30:00'): 13.2,\n",
-       "  Timestamp('2023-01-04 02:36:00'): 12.6,\n",
-       "  Timestamp('2023-01-04 02:42:00'): 9.4,\n",
-       "  Timestamp('2023-01-04 02:48:00'): 12.0,\n",
-       "  Timestamp('2023-01-04 02:54:00'): 14.8,\n",
-       "  Timestamp('2023-01-04 03:00:00'): 15.7,\n",
-       "  Timestamp('2023-01-04 03:06:00'): 15.5,\n",
-       "  Timestamp('2023-01-04 03:12:00'): 15.9,\n",
-       "  Timestamp('2023-01-04 03:18:00'): 16.1,\n",
-       "  Timestamp('2023-01-04 03:24:00'): 15.9,\n",
-       "  Timestamp('2023-01-04 03:30:00'): 16.1,\n",
-       "  Timestamp('2023-01-04 03:36:00'): 16.1,\n",
-       "  Timestamp('2023-01-04 03:42:00'): 16.5,\n",
-       "  Timestamp('2023-01-04 03:48:00'): 16.6,\n",
-       "  Timestamp('2023-01-04 03:54:00'): 17.1,\n",
-       "  Timestamp('2023-01-04 04:00:00'): 17.4,\n",
-       "  Timestamp('2023-01-04 04:06:00'): 17.8,\n",
-       "  Timestamp('2023-01-04 04:12:00'): 18.1,\n",
-       "  Timestamp('2023-01-04 04:18:00'): 18.3,\n",
-       "  Timestamp('2023-01-04 04:24:00'): 18.6,\n",
-       "  Timestamp('2023-01-04 04:30:00'): 18.6,\n",
-       "  Timestamp('2023-01-04 04:36:00'): 18.8,\n",
-       "  Timestamp('2023-01-04 04:42:00'): 18.8,\n",
-       "  Timestamp('2023-01-04 04:48:00'): 18.8,\n",
-       "  Timestamp('2023-01-04 04:54:00'): 18.7,\n",
-       "  Timestamp('2023-01-04 05:00:00'): 18.8,\n",
-       "  Timestamp('2023-01-04 05:06:00'): 19.0,\n",
-       "  Timestamp('2023-01-04 05:12:00'): 18.8,\n",
-       "  Timestamp('2023-01-04 05:18:00'): 18.9,\n",
-       "  Timestamp('2023-01-04 05:24:00'): 18.9,\n",
-       "  Timestamp('2023-01-04 05:30:00'): 18.9,\n",
-       "  Timestamp('2023-01-04 05:36:00'): 18.9,\n",
-       "  Timestamp('2023-01-04 05:42:00'): 18.9,\n",
-       "  Timestamp('2023-01-04 05:48:00'): 18.9,\n",
-       "  Timestamp('2023-01-04 05:54:00'): 18.9,\n",
-       "  Timestamp('2023-01-04 06:00:00'): 18.8,\n",
-       "  Timestamp('2023-01-04 06:06:00'): 18.7,\n",
-       "  Timestamp('2023-01-04 06:12:00'): 18.7,\n",
-       "  Timestamp('2023-01-04 06:18:00'): 18.7,\n",
-       "  Timestamp('2023-01-04 06:24:00'): 18.6,\n",
-       "  Timestamp('2023-01-04 06:30:00'): 18.7,\n",
-       "  Timestamp('2023-01-04 06:36:00'): 18.7,\n",
-       "  Timestamp('2023-01-04 06:42:00'): 18.4,\n",
-       "  Timestamp('2023-01-04 06:48:00'): 18.5,\n",
-       "  Timestamp('2023-01-04 06:54:00'): 18.3,\n",
-       "  Timestamp('2023-01-04 07:00:00'): 18.3,\n",
-       "  Timestamp('2023-01-04 07:06:00'): 18.2,\n",
-       "  Timestamp('2023-01-04 07:12:00'): 18.0,\n",
-       "  Timestamp('2023-01-04 07:18:00'): 17.9,\n",
-       "  Timestamp('2023-01-04 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:54:00'): 16.3,\n",
-       "  Timestamp('2023-01-04 08:00:00'): 17.0,\n",
-       "  Timestamp('2023-01-04 08:06:00'): 14.5,\n",
-       "  Timestamp('2023-01-04 08:12:00'): 12.4,\n",
-       "  Timestamp('2023-01-04 08:18:00'): 12.4,\n",
-       "  Timestamp('2023-01-04 08:24:00'): 13.4,\n",
-       "  Timestamp('2023-01-04 08:30:00'): 13.5,\n",
-       "  Timestamp('2023-01-04 08:36:00'): 14.0,\n",
-       "  Timestamp('2023-01-04 08:42:00'): 12.7,\n",
-       "  Timestamp('2023-01-04 08:48:00'): 12.2,\n",
-       "  Timestamp('2023-01-04 08:54:00'): 12.8,\n",
-       "  Timestamp('2023-01-04 09:00:00'): 12.7,\n",
-       "  Timestamp('2023-01-04 09:06:00'): 13.5,\n",
-       "  Timestamp('2023-01-04 09:12:00'): 14.1,\n",
-       "  Timestamp('2023-01-04 09:18:00'): 13.5,\n",
-       "  Timestamp('2023-01-04 09:24:00'): 13.2,\n",
-       "  Timestamp('2023-01-04 09:30:00'): 13.1,\n",
-       "  Timestamp('2023-01-04 09:36:00'): 11.1,\n",
-       "  Timestamp('2023-01-04 09:42:00'): 11.5,\n",
-       "  Timestamp('2023-01-04 09:48:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 09:54:00'): 9.3,\n",
-       "  Timestamp('2023-01-04 10:00:00'): 9.6,\n",
-       "  Timestamp('2023-01-04 10:06:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 10:12:00'): 10.5,\n",
-       "  Timestamp('2023-01-04 10:18:00'): 11.6,\n",
-       "  Timestamp('2023-01-04 10:24:00'): 11.9,\n",
-       "  Timestamp('2023-01-04 10:30:00'): 10.9,\n",
-       "  Timestamp('2023-01-04 10:36:00'): 11.0,\n",
-       "  Timestamp('2023-01-04 10:42:00'): 11.0,\n",
-       "  Timestamp('2023-01-04 10:48:00'): 10.7,\n",
-       "  Timestamp('2023-01-04 10:54:00'): 10.5,\n",
-       "  Timestamp('2023-01-04 11:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 11:06:00'): 9.2,\n",
-       "  Timestamp('2023-01-04 11:12:00'): 8.5,\n",
-       "  Timestamp('2023-01-04 11:18:00'): 8.7,\n",
-       "  Timestamp('2023-01-04 11:24:00'): 8.9,\n",
-       "  Timestamp('2023-01-04 11:30:00'): 8.8,\n",
-       "  Timestamp('2023-01-04 11:36:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 11:42:00'): 8.5,\n",
-       "  Timestamp('2023-01-04 11:48:00'): 9.1,\n",
-       "  Timestamp('2023-01-04 11:54:00'): 9.6,\n",
-       "  Timestamp('2023-01-04 12:00:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 12:06:00'): 10.5,\n",
-       "  Timestamp('2023-01-04 12:12:00'): 10.3,\n",
-       "  Timestamp('2023-01-04 12:18:00'): 9.9,\n",
-       "  Timestamp('2023-01-04 12:24:00'): 10.7,\n",
-       "  Timestamp('2023-01-04 12:30:00'): 10.8,\n",
-       "  Timestamp('2023-01-04 12:36:00'): 11.0,\n",
-       "  Timestamp('2023-01-04 12:42:00'): 11.2,\n",
-       "  Timestamp('2023-01-04 12:48:00'): 11.1,\n",
-       "  Timestamp('2023-01-04 12:54:00'): 11.1,\n",
-       "  Timestamp('2023-01-04 13:00:00'): 10.5,\n",
-       "  Timestamp('2023-01-04 13:06:00'): 10.3,\n",
-       "  Timestamp('2023-01-04 13:12:00'): 10.2,\n",
-       "  Timestamp('2023-01-04 13:18:00'): 10.2,\n",
-       "  Timestamp('2023-01-04 13:24:00'): 10.1,\n",
-       "  Timestamp('2023-01-04 13:30:00'): 9.6,\n",
-       "  Timestamp('2023-01-04 13:36:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 13:42:00'): 10.5,\n",
-       "  Timestamp('2023-01-04 13:48:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 13:54:00'): 9.6,\n",
-       "  Timestamp('2023-01-04 14:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-04 14:06:00'): 10.2,\n",
-       "  Timestamp('2023-01-04 14:12:00'): 10.2,\n",
-       "  Timestamp('2023-01-04 14:18:00'): 10.1,\n",
-       "  Timestamp('2023-01-04 14:24:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 14:30:00'): 9.8,\n",
-       "  Timestamp('2023-01-04 14:36:00'): 9.3,\n",
-       "  Timestamp('2023-01-04 14:42:00'): 9.5,\n",
-       "  Timestamp('2023-01-04 14:48:00'): 9.4,\n",
-       "  Timestamp('2023-01-04 14:54:00'): 9.9,\n",
-       "  Timestamp('2023-01-04 15:00:00'): 9.9,\n",
-       "  Timestamp('2023-01-04 15:06:00'): 10.6,\n",
-       "  Timestamp('2023-01-04 15:12:00'): 11.1,\n",
-       "  Timestamp('2023-01-04 15:18:00'): 11.1,\n",
-       "  Timestamp('2023-01-04 15:24:00'): 11.0,\n",
-       "  Timestamp('2023-01-04 15:30:00'): 11.6,\n",
-       "  Timestamp('2023-01-04 15:36:00'): 11.6,\n",
-       "  Timestamp('2023-01-04 15:42:00'): 13.0,\n",
-       "  Timestamp('2023-01-04 15:48:00'): 12.6,\n",
-       "  Timestamp('2023-01-04 15:54:00'): 11.4,\n",
-       "  Timestamp('2023-01-04 16:00:00'): 10.3,\n",
-       "  Timestamp('2023-01-04 16:06:00'): 9.8,\n",
-       "  Timestamp('2023-01-04 16:12:00'): 10.1,\n",
-       "  Timestamp('2023-01-04 16:18:00'): 10.3,\n",
-       "  Timestamp('2023-01-04 16:24:00'): 10.7,\n",
-       "  Timestamp('2023-01-04 16:30:00'): 10.8,\n",
-       "  Timestamp('2023-01-04 16:36:00'): 10.5,\n",
-       "  Timestamp('2023-01-04 16:42:00'): 11.0,\n",
-       "  Timestamp('2023-01-04 16:48:00'): 10.1,\n",
-       "  Timestamp('2023-01-04 16:54:00'): 10.4,\n",
-       "  Timestamp('2023-01-04 17:00:00'): 10.9,\n",
-       "  Timestamp('2023-01-04 17:06:00'): 9.4,\n",
-       "  Timestamp('2023-01-04 17:12:00'): 9.1,\n",
-       "  Timestamp('2023-01-04 17:18:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 17:24:00'): 8.6,\n",
-       "  Timestamp('2023-01-04 17:30:00'): 9.0,\n",
-       "  Timestamp('2023-01-04 17:36:00'): 8.9,\n",
-       "  Timestamp('2023-01-04 17:42:00'): 10.3,\n",
-       "  Timestamp('2023-01-04 17:48:00'): 10.3,\n",
-       "  Timestamp('2023-01-04 17:54:00'): 10.4,\n",
-       "  Timestamp('2023-01-04 18:00:00'): 9.2,\n",
-       "  Timestamp('2023-01-04 18:06:00'): 9.3,\n",
-       "  Timestamp('2023-01-04 18:12:00'): 10.0,\n",
-       "  Timestamp('2023-01-04 18:18:00'): 11.3,\n",
-       "  Timestamp('2023-01-04 18:24:00'): 9.7,\n",
-       "  Timestamp('2023-01-04 18:30:00'): 9.5,\n",
-       "  Timestamp('2023-01-04 18:36:00'): 9.1,\n",
-       "  Timestamp('2023-01-04 18:42:00'): 8.8,\n",
-       "  Timestamp('2023-01-04 18:48:00'): 8.7,\n",
-       "  Timestamp('2023-01-04 18:54:00'): 9.2,\n",
-       "  Timestamp('2023-01-04 19:00:00'): 9.8,\n",
-       "  Timestamp('2023-01-04 19:06:00'): 13.4,\n",
-       "  Timestamp('2023-01-04 19:12:00'): 14.4,\n",
-       "  Timestamp('2023-01-04 19:18:00'): 13.2,\n",
-       "  Timestamp('2023-01-04 19:24:00'): 14.4,\n",
-       "  Timestamp('2023-01-04 19:30:00'): 14.1,\n",
-       "  Timestamp('2023-01-04 19:36:00'): 11.9,\n",
-       "  Timestamp('2023-01-04 19:42:00'): 9.4,\n",
-       "  Timestamp('2023-01-04 19:48:00'): 10.6,\n",
-       "  Timestamp('2023-01-04 19:54:00'): 10.5,\n",
-       "  Timestamp('2023-01-04 20:00:00'): 11.0,\n",
-       "  Timestamp('2023-01-04 20:06:00'): 12.0,\n",
-       "  Timestamp('2023-01-04 20:12:00'): 10.1,\n",
-       "  Timestamp('2023-01-04 20:18:00'): 10.7,\n",
-       "  Timestamp('2023-01-04 20:24:00'): 11.3,\n",
-       "  Timestamp('2023-01-04 20:30:00'): 12.3,\n",
-       "  Timestamp('2023-01-04 20:36:00'): 12.2,\n",
-       "  Timestamp('2023-01-04 20:42:00'): 12.7,\n",
-       "  Timestamp('2023-01-04 20:48:00'): 13.3,\n",
-       "  Timestamp('2023-01-04 20:54:00'): 14.0,\n",
-       "  Timestamp('2023-01-04 21:00:00'): 14.3,\n",
-       "  Timestamp('2023-01-04 21:06:00'): 14.8,\n",
-       "  Timestamp('2023-01-04 21:12:00'): 14.8,\n",
-       "  Timestamp('2023-01-04 21:18:00'): 14.7,\n",
-       "  Timestamp('2023-01-04 21:24:00'): 14.6,\n",
-       "  Timestamp('2023-01-04 21:30:00'): 14.7,\n",
-       "  Timestamp('2023-01-04 21:36:00'): 14.7,\n",
-       "  Timestamp('2023-01-04 21:42:00'): 14.7,\n",
-       "  Timestamp('2023-01-04 21:48:00'): 14.3,\n",
-       "  Timestamp('2023-01-04 21:54:00'): 14.1,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 13.9,\n",
-       "  Timestamp('2023-01-04 22:06:00'): 14.0,\n",
-       "  Timestamp('2023-01-04 22:12:00'): 14.0,\n",
-       "  Timestamp('2023-01-04 22:18:00'): 14.0,\n",
-       "  Timestamp('2023-01-04 22:24:00'): 13.9,\n",
-       "  Timestamp('2023-01-04 22:30:00'): 14.0,\n",
-       "  Timestamp('2023-01-04 22:36:00'): 13.3,\n",
-       "  Timestamp('2023-01-04 22:42:00'): 10.9,\n",
-       "  Timestamp('2023-01-04 22:48:00'): 13.5,\n",
-       "  Timestamp('2023-01-04 22:54:00'): 14.2,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 14.3,\n",
-       "  Timestamp('2023-01-04 23:06:00'): 14.4,\n",
-       "  Timestamp('2023-01-04 23:12:00'): 14.6,\n",
-       "  Timestamp('2023-01-04 23:18:00'): 13.9,\n",
-       "  Timestamp('2023-01-04 23:24:00'): 13.2,\n",
-       "  Timestamp('2023-01-04 23:30:00'): 12.9,\n",
-       "  Timestamp('2023-01-04 23:36:00'): 13.2,\n",
-       "  Timestamp('2023-01-04 23:42:00'): 13.1,\n",
-       "  Timestamp('2023-01-04 23:48:00'): 13.7,\n",
-       "  Timestamp('2023-01-04 23:54:00'): 14.0,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 14.3,\n",
-       "  Timestamp('2023-01-05 00:06:00'): 14.2,\n",
-       "  Timestamp('2023-01-05 00:12:00'): 14.2,\n",
-       "  Timestamp('2023-01-05 00:18:00'): 14.1,\n",
-       "  Timestamp('2023-01-05 00:24:00'): 14.0,\n",
-       "  Timestamp('2023-01-05 00:30:00'): 13.5,\n",
-       "  Timestamp('2023-01-05 00:36:00'): 13.1,\n",
-       "  Timestamp('2023-01-05 00:42:00'): 12.7,\n",
-       "  Timestamp('2023-01-05 00:48:00'): 12.5,\n",
-       "  Timestamp('2023-01-05 00:54:00'): 11.6,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 10.7,\n",
-       "  Timestamp('2023-01-05 01:06:00'): 10.8,\n",
-       "  Timestamp('2023-01-05 01:12:00'): 10.5,\n",
-       "  Timestamp('2023-01-05 01:18:00'): 11.5,\n",
-       "  Timestamp('2023-01-05 01:24:00'): 11.9,\n",
-       "  Timestamp('2023-01-05 01:30:00'): 11.7,\n",
-       "  Timestamp('2023-01-05 01:36:00'): 11.5,\n",
-       "  Timestamp('2023-01-05 01:42:00'): 11.4,\n",
-       "  Timestamp('2023-01-05 01:48:00'): 10.7,\n",
-       "  Timestamp('2023-01-05 01:54:00'): 11.1,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 11.6,\n",
-       "  Timestamp('2023-01-05 02:06:00'): 10.2,\n",
-       "  Timestamp('2023-01-05 02:12:00'): 10.5,\n",
-       "  Timestamp('2023-01-05 02:18:00'): 9.4,\n",
-       "  Timestamp('2023-01-05 02:24:00'): 9.5,\n",
-       "  Timestamp('2023-01-05 02:30:00'): 9.3,\n",
-       "  Timestamp('2023-01-05 02:36:00'): 9.2,\n",
-       "  Timestamp('2023-01-05 02:42:00'): 9.4,\n",
-       "  Timestamp('2023-01-05 02:48:00'): 9.6,\n",
-       "  Timestamp('2023-01-05 02:54:00'): 9.6,\n",
-       "  Timestamp('2023-01-05 03:00:00'): 10.1,\n",
-       "  Timestamp('2023-01-05 03:06:00'): 10.6,\n",
-       "  Timestamp('2023-01-05 03:12:00'): 10.4,\n",
-       "  Timestamp('2023-01-05 03:18:00'): 11.2,\n",
-       "  Timestamp('2023-01-05 03:24:00'): 11.5,\n",
-       "  Timestamp('2023-01-05 03:30:00'): 10.6,\n",
-       "  Timestamp('2023-01-05 03:36:00'): 13.4,\n",
-       "  Timestamp('2023-01-05 03:42:00'): 14.7,\n",
-       "  Timestamp('2023-01-05 03:48:00'): 15.2,\n",
-       "  Timestamp('2023-01-05 03:54:00'): 15.4,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 15.4,\n",
-       "  Timestamp('2023-01-05 04:06:00'): 15.7,\n",
-       "  ...},\n",
-       " 'apam2_WTMP': {Timestamp('2023-01-01 00:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 00:06:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 00:12:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 00:18:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 00:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 00:30:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 00:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 00:42:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 01:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 01:06:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 01:12:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 01:18:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 01:24:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 01:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 01:36:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 01:42:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 01:48:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 01:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 02:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 02:06:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 02:12:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 02:18:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 02:24:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 02:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 02:36:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 02:42:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 02:48:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 02:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:06:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:12:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:18:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:30:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:42:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 03:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:06:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:12:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:18:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:30:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:42:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 04:54:00'): 6.6,\n",
-       "  Timestamp('2023-01-01 05:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 05:06:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 05:12:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 05:18:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 05:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 05:30:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 05:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 05:42:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 05:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 05:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:06:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:12:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:18:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:30:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:42:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 06:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:06:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:12:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:18:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:30:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:42:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 07:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:06:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 08:18:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:30:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:42:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 08:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 09:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 09:06:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 09:12:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 09:18:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 09:24:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 09:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 09:36:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 09:42:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 09:48:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 09:54:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 10:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 10:06:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 10:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 10:18:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 10:24:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 10:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 10:36:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 10:42:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 10:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 10:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 11:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 11:06:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 11:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 11:18:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 11:24:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 11:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 11:36:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 11:42:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 11:48:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 11:54:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 12:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 12:06:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 12:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 12:18:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 12:24:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 12:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 12:36:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 12:42:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 12:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 12:54:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 13:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 13:06:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 13:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 13:18:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 13:24:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 13:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 13:36:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 13:42:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 13:48:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 13:54:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 14:00:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 14:06:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 14:12:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 14:18:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 14:24:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 14:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 14:36:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 14:42:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 14:48:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 14:54:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 15:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 15:06:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 15:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 15:18:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 15:24:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 15:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 15:36:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 15:42:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 15:48:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 15:54:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 16:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 16:06:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 16:12:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 16:18:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 16:24:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 16:30:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 16:36:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 16:42:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 16:48:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 16:54:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 17:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 17:06:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 17:12:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 17:18:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 17:24:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 17:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 17:36:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 17:42:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 17:48:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 17:54:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 18:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 18:06:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 18:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 18:18:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 18:24:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 18:30:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 18:36:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 18:42:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 18:48:00'): 6.7,\n",
-       "  Timestamp('2023-01-01 18:54:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 19:00:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 19:06:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 19:12:00'): 6.8,\n",
-       "  Timestamp('2023-01-01 19:18:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 19:24:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 19:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 19:36:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 19:42:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 19:48:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 19:54:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 20:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 20:06:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 20:12:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 20:18:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 20:24:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 20:30:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 20:36:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 20:42:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 20:48:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 20:54:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 21:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 21:06:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 21:12:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 21:18:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 21:24:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 21:30:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 21:36:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 21:42:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 21:48:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 21:54:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 22:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 22:06:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 22:12:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 22:18:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 22:24:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 22:30:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 22:36:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 22:42:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 22:48:00'): 6.9,\n",
-       "  Timestamp('2023-01-01 22:54:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 23:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 23:06:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 23:12:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 23:18:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 23:24:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 23:30:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 23:36:00'): 7.1,\n",
-       "  Timestamp('2023-01-01 23:42:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 23:48:00'): 7.0,\n",
-       "  Timestamp('2023-01-01 23:54:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 00:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 00:06:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 00:12:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 00:18:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 00:24:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 00:30:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 00:36:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 00:42:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 00:48:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 00:54:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 01:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 01:06:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 01:12:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 01:18:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 01:24:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 01:30:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 01:36:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 01:42:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 01:48:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 01:54:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 02:00:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 02:06:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 02:12:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 02:18:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 02:24:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 02:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 02:36:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 02:42:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 02:48:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 02:54:00'): 7.2,\n",
-       "  Timestamp('2023-01-02 03:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 03:06:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 03:12:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 03:18:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 03:24:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 03:30:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 03:36:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 03:42:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 03:48:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:06:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 04:12:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 04:18:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 04:24:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 04:30:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 04:36:00'): 6.8,\n",
-       "  Timestamp('2023-01-02 04:42:00'): 6.8,\n",
-       "  Timestamp('2023-01-02 04:48:00'): 6.9,\n",
-       "  Timestamp('2023-01-02 04:54:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 05:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 05:06:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 05:12:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 05:18:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 05:24:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 05:30:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 05:36:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 05:42:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 05:48:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 05:54:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 06:00:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 06:06:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 06:12:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 06:18:00'): 7.0,\n",
-       "  Timestamp('2023-01-02 06:24:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 06:30:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 06:36:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 06:42:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 06:48:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 06:54:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 07:00:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 07:06:00'): 7.1,\n",
-       "  Timestamp('2023-01-02 07:12:00'): 7.1,\n",
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-       "  Timestamp('2023-01-04 21:42:00'): 8.6,\n",
-       "  Timestamp('2023-01-04 21:48:00'): 8.6,\n",
-       "  Timestamp('2023-01-04 21:54:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 22:00:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 22:06:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 22:12:00'): 8.1,\n",
-       "  Timestamp('2023-01-04 22:18:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 22:24:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 22:30:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 22:36:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 22:42:00'): 8.3,\n",
-       "  Timestamp('2023-01-04 22:48:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 22:54:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:00:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:06:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:12:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:18:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:24:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:30:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:36:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:42:00'): 8.4,\n",
-       "  Timestamp('2023-01-04 23:48:00'): 8.5,\n",
-       "  Timestamp('2023-01-04 23:54:00'): 8.5,\n",
-       "  Timestamp('2023-01-05 00:00:00'): 8.5,\n",
-       "  Timestamp('2023-01-05 00:06:00'): 8.6,\n",
-       "  Timestamp('2023-01-05 00:12:00'): 8.6,\n",
-       "  Timestamp('2023-01-05 00:18:00'): 8.6,\n",
-       "  Timestamp('2023-01-05 00:24:00'): 8.6,\n",
-       "  Timestamp('2023-01-05 00:30:00'): 8.6,\n",
-       "  Timestamp('2023-01-05 00:36:00'): 8.5,\n",
-       "  Timestamp('2023-01-05 00:42:00'): 8.4,\n",
-       "  Timestamp('2023-01-05 00:48:00'): 8.2,\n",
-       "  Timestamp('2023-01-05 00:54:00'): 8.2,\n",
-       "  Timestamp('2023-01-05 01:00:00'): 8.2,\n",
-       "  Timestamp('2023-01-05 01:06:00'): 8.1,\n",
-       "  Timestamp('2023-01-05 01:12:00'): 8.0,\n",
-       "  Timestamp('2023-01-05 01:18:00'): 8.0,\n",
-       "  Timestamp('2023-01-05 01:24:00'): 8.0,\n",
-       "  Timestamp('2023-01-05 01:30:00'): 8.1,\n",
-       "  Timestamp('2023-01-05 01:36:00'): 8.0,\n",
-       "  Timestamp('2023-01-05 01:42:00'): 8.0,\n",
-       "  Timestamp('2023-01-05 01:48:00'): 8.0,\n",
-       "  Timestamp('2023-01-05 01:54:00'): 8.0,\n",
-       "  Timestamp('2023-01-05 02:00:00'): 8.0,\n",
-       "  Timestamp('2023-01-05 02:06:00'): 8.0,\n",
-       "  Timestamp('2023-01-05 02:12:00'): 8.1,\n",
-       "  Timestamp('2023-01-05 02:18:00'): 8.1,\n",
-       "  Timestamp('2023-01-05 02:24:00'): 8.2,\n",
-       "  Timestamp('2023-01-05 02:30:00'): 8.3,\n",
-       "  Timestamp('2023-01-05 02:36:00'): 8.3,\n",
-       "  Timestamp('2023-01-05 02:42:00'): 8.2,\n",
-       "  Timestamp('2023-01-05 02:48:00'): 8.3,\n",
-       "  Timestamp('2023-01-05 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:06:00'): 8.3,\n",
-       "  Timestamp('2023-01-05 03:12:00'): 8.5,\n",
-       "  Timestamp('2023-01-05 03:18:00'): 8.7,\n",
-       "  Timestamp('2023-01-05 03:24:00'): 8.7,\n",
-       "  Timestamp('2023-01-05 03:30:00'): 8.7,\n",
-       "  Timestamp('2023-01-05 03:36:00'): 8.8,\n",
-       "  Timestamp('2023-01-05 03:42:00'): 8.7,\n",
-       "  Timestamp('2023-01-05 03:48:00'): 8.7,\n",
-       "  Timestamp('2023-01-05 03:54:00'): 8.7,\n",
-       "  Timestamp('2023-01-05 04:00:00'): 8.7,\n",
-       "  Timestamp('2023-01-05 04:06:00'): 8.7,\n",
-       "  ...},\n",
-       " 'apam2_DEWP': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:48:00'): nan,\n",
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-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:12:00'): nan,\n",
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-       "  Timestamp('2023-01-02 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:06:00'): nan,\n",
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-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
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-       "  Timestamp('2023-01-02 16:48:00'): nan,\n",
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-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:06:00'): nan,\n",
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-       "  Timestamp('2023-01-02 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:36:00'): nan,\n",
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-       "  Timestamp('2023-01-02 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:12:00'): nan,\n",
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-       "  Timestamp('2023-01-02 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:42:00'): nan,\n",
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-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:12:00'): nan,\n",
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-       "  Timestamp('2023-01-02 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
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-       "  Timestamp('2023-01-03 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:06:00'): nan,\n",
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-       "  Timestamp('2023-01-04 02:24:00'): nan,\n",
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-       "  Timestamp('2023-01-04 02:36:00'): nan,\n",
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-       "  Timestamp('2023-01-04 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:06:00'): nan,\n",
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-       "  Timestamp('2023-01-04 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:06:00'): nan,\n",
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-       "  Timestamp('2023-01-04 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:36:00'): nan,\n",
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-       "  Timestamp('2023-01-04 07:48:00'): nan,\n",
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-       "  Timestamp('2023-01-04 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:24:00'): nan,\n",
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-       "  Timestamp('2023-01-04 08:36:00'): nan,\n",
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-       "  Timestamp('2023-01-04 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:36:00'): nan,\n",
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-       "  Timestamp('2023-01-04 13:48:00'): nan,\n",
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-       "  Timestamp('2023-01-04 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:06:00'): nan,\n",
-       "  ...},\n",
-       " 'apam2_VIS': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:06:00'): nan,\n",
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-       "  Timestamp('2023-01-02 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:48:00'): nan,\n",
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-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
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-       "  Timestamp('2023-01-03 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:36:00'): nan,\n",
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-       "  Timestamp('2023-01-04 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:06:00'): nan,\n",
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-       "  Timestamp('2023-01-04 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:36:00'): nan,\n",
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-       "  Timestamp('2023-01-04 04:48:00'): nan,\n",
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-       "  Timestamp('2023-01-04 05:06:00'): nan,\n",
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-       "  Timestamp('2023-01-04 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:12:00'): nan,\n",
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-       "  Timestamp('2023-01-04 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:24:00'): nan,\n",
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-       "  Timestamp('2023-01-04 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:54:00'): nan,\n",
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-       "  Timestamp('2023-01-04 12:36:00'): nan,\n",
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-       "  Timestamp('2023-01-04 12:54:00'): nan,\n",
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-       "  Timestamp('2023-01-04 13:06:00'): nan,\n",
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-       "  Timestamp('2023-01-05 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-05 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:06:00'): nan,\n",
-       "  ...},\n",
-       " 'apam2_TIDE': {Timestamp('2023-01-01 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-01 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 05:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 11:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 12:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 13:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 14:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 15:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:06:00'): nan,\n",
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-       "  Timestamp('2023-01-02 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:36:00'): nan,\n",
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-       "  Timestamp('2023-01-02 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-02 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 00:54:00'): nan,\n",
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-       "  Timestamp('2023-01-03 01:06:00'): nan,\n",
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-       "  Timestamp('2023-01-03 01:24:00'): nan,\n",
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-       "  Timestamp('2023-01-03 01:36:00'): nan,\n",
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-       "  Timestamp('2023-01-03 16:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 16:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 17:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 18:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 19:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 20:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 21:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 22:54:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:00:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:06:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:12:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:18:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:24:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:30:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:36:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:42:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:48:00'): nan,\n",
-       "  Timestamp('2023-01-03 23:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 00:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 01:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 02:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 03:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:12:00'): nan,\n",
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-       "  Timestamp('2023-01-04 04:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 04:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:06:00'): nan,\n",
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-       "  Timestamp('2023-01-04 05:36:00'): nan,\n",
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-       "  Timestamp('2023-01-04 05:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 05:54:00'): nan,\n",
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-       "  Timestamp('2023-01-04 06:06:00'): nan,\n",
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-       "  Timestamp('2023-01-04 06:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 06:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:12:00'): nan,\n",
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-       "  Timestamp('2023-01-04 07:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 07:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 08:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 09:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:06:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:12:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:18:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:24:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:30:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:36:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:42:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 10:54:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:00:00'): nan,\n",
-       "  Timestamp('2023-01-04 11:06:00'): nan,\n",
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-       "  Timestamp('2023-01-04 11:30:00'): nan,\n",
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-       "  Timestamp('2023-01-04 13:48:00'): nan,\n",
-       "  Timestamp('2023-01-04 13:54:00'): nan,\n",
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-       "  Timestamp('2023-01-05 04:00:00'): nan,\n",
-       "  Timestamp('2023-01-05 04:06:00'): nan,\n",
-       "  ...}}"
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+       "    Timestamp('2023-02-08 11:00:00'): 288.0,\n",
+       "    Timestamp('2023-02-08 12:00:00'): 307.0,\n",
+       "    Timestamp('2023-02-08 13:00:00'): 267.0,\n",
+       "    Timestamp('2023-02-08 14:00:00'): 183.0,\n",
+       "    Timestamp('2023-02-08 15:00:00'): 199.0,\n",
+       "    Timestamp('2023-02-08 16:00:00'): 143.0,\n",
+       "    Timestamp('2023-02-08 17:00:00'): 270.0,\n",
+       "    Timestamp('2023-02-08 18:00:00'): 269.0,\n",
+       "    Timestamp('2023-02-08 19:00:00'): 275.0,\n",
+       "    Timestamp('2023-02-08 20:00:00'): 272.0,\n",
+       "    Timestamp('2023-02-08 21:00:00'): 324.0,\n",
+       "    Timestamp('2023-02-08 22:00:00'): 324.0,\n",
+       "    Timestamp('2023-02-08 23:00:00'): 20.0,\n",
+       "    Timestamp('2023-02-09 00:00:00'): 31.0,\n",
+       "    Timestamp('2023-02-09 01:00:00'): 34.0,\n",
+       "    Timestamp('2023-02-09 02:00:00'): 39.0,\n",
+       "    Timestamp('2023-02-09 03:00:00'): 28.0,\n",
+       "    Timestamp('2023-02-09 04:00:00'): 79.0,\n",
+       "    Timestamp('2023-02-09 05:00:00'): 108.0,\n",
+       "    Timestamp('2023-02-09 06:00:00'): 77.0,\n",
+       "    Timestamp('2023-02-09 07:00:00'): 67.0,\n",
+       "    Timestamp('2023-02-09 08:00:00'): 66.0,\n",
+       "    Timestamp('2023-02-09 09:00:00'): 57.0,\n",
+       "    Timestamp('2023-02-09 10:00:00'): 111.0,\n",
+       "    Timestamp('2023-02-09 11:00:00'): 150.0,\n",
+       "    Timestamp('2023-02-09 12:00:00'): 132.0,\n",
+       "    Timestamp('2023-02-09 13:00:00'): 113.0,\n",
+       "    Timestamp('2023-02-09 14:00:00'): 158.0,\n",
+       "    Timestamp('2023-02-09 15:00:00'): 143.0,\n",
+       "    Timestamp('2023-02-09 16:00:00'): 139.0,\n",
+       "    Timestamp('2023-02-09 17:00:00'): 142.0,\n",
+       "    Timestamp('2023-02-09 18:00:00'): 148.0,\n",
+       "    Timestamp('2023-02-09 19:00:00'): 168.0,\n",
+       "    Timestamp('2023-02-09 20:00:00'): 128.0,\n",
+       "    Timestamp('2023-02-09 21:00:00'): 127.0,\n",
+       "    Timestamp('2023-02-09 22:00:00'): 142.0,\n",
+       "    Timestamp('2023-02-09 23:00:00'): 143.0,\n",
+       "    Timestamp('2023-02-10 00:00:00'): 138.0,\n",
+       "    Timestamp('2023-02-10 01:00:00'): 143.0,\n",
+       "    Timestamp('2023-02-10 03:00:00'): 142.0,\n",
+       "    Timestamp('2023-02-10 04:00:00'): 141.0,\n",
+       "    Timestamp('2023-02-10 05:00:00'): 142.0,\n",
+       "    Timestamp('2023-02-10 06:00:00'): 143.0,\n",
+       "    Timestamp('2023-02-10 07:00:00'): 148.0,\n",
+       "    Timestamp('2023-02-10 08:00:00'): 158.0,\n",
+       "    Timestamp('2023-02-10 09:00:00'): 158.0,\n",
+       "    Timestamp('2023-02-10 10:00:00'): 163.0,\n",
+       "    Timestamp('2023-02-10 11:00:00'): 180.0,\n",
+       "    Timestamp('2023-02-10 12:00:00'): 272.0,\n",
+       "    Timestamp('2023-02-10 13:00:00'): 288.0,\n",
+       "    Timestamp('2023-02-10 14:00:00'): 279.0,\n",
+       "    Timestamp('2023-02-10 15:00:00'): 280.0,\n",
+       "    Timestamp('2023-02-10 16:00:00'): 272.0,\n",
+       "    Timestamp('2023-02-10 17:00:00'): 277.0,\n",
+       "    Timestamp('2023-02-10 18:00:00'): 275.0,\n",
+       "    Timestamp('2023-02-10 19:00:00'): 276.0,\n",
+       "    Timestamp('2023-02-10 20:00:00'): 271.0,\n",
+       "    Timestamp('2023-02-10 21:00:00'): 282.0,\n",
+       "    Timestamp('2023-02-10 22:00:00'): 279.0,\n",
+       "    Timestamp('2023-02-10 23:00:00'): 290.0,\n",
+       "    Timestamp('2023-02-11 00:00:00'): 303.0,\n",
+       "    Timestamp('2023-02-11 01:00:00'): 285.0,\n",
+       "    Timestamp('2023-02-11 02:00:00'): 291.0,\n",
+       "    Timestamp('2023-02-11 03:00:00'): 279.0,\n",
+       "    Timestamp('2023-02-11 04:00:00'): 270.0,\n",
+       "    Timestamp('2023-02-11 05:00:00'): 278.0,\n",
+       "    Timestamp('2023-02-11 06:00:00'): 274.0,\n",
+       "    Timestamp('2023-02-11 07:00:00'): 285.0,\n",
+       "    Timestamp('2023-02-11 08:00:00'): 292.0,\n",
+       "    Timestamp('2023-02-11 09:00:00'): 310.0,\n",
+       "    Timestamp('2023-02-11 10:00:00'): 284.0,\n",
+       "    Timestamp('2023-02-11 11:00:00'): 283.0,\n",
+       "    Timestamp('2023-02-11 12:00:00'): 265.0,\n",
+       "    Timestamp('2023-02-11 13:00:00'): 276.0,\n",
+       "    Timestamp('2023-02-11 14:00:00'): 288.0,\n",
+       "    Timestamp('2023-02-11 15:00:00'): 319.0,\n",
+       "    Timestamp('2023-02-11 16:00:00'): 15.0,\n",
+       "    Timestamp('2023-02-11 17:00:00'): 30.0,\n",
+       "    Timestamp('2023-02-11 18:00:00'): 28.0,\n",
+       "    Timestamp('2023-02-11 19:00:00'): 36.0,\n",
+       "    ...},\n",
+       "   'WSPD': {Timestamp('2023-01-01 00:00:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 6.5,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 0.4,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 3.4,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 3.5,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 3.9,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 3.2,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 16:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-01 17:00:00'): 5.0,\n",
+       "    Timestamp('2023-01-01 18:00:00'): 5.2,\n",
+       "    Timestamp('2023-01-01 19:00:00'): 2.4,\n",
+       "    Timestamp('2023-01-01 20:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-01 21:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-01 22:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-01 23:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-02 00:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-02 01:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-02 02:00:00'): 3.4,\n",
+       "    Timestamp('2023-01-02 03:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-02 04:00:00'): 2.1,\n",
+       "    Timestamp('2023-01-02 05:00:00'): 1.5,\n",
+       "    Timestamp('2023-01-02 06:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-02 07:00:00'): 0.4,\n",
+       "    Timestamp('2023-01-02 08:00:00'): 0.6,\n",
+       "    Timestamp('2023-01-02 09:00:00'): 0.7,\n",
+       "    Timestamp('2023-01-02 10:00:00'): 0.8,\n",
+       "    Timestamp('2023-01-02 11:00:00'): 2.5,\n",
+       "    Timestamp('2023-01-02 12:00:00'): 3.4,\n",
+       "    Timestamp('2023-01-02 13:00:00'): 4.0,\n",
+       "    Timestamp('2023-01-02 14:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-02 15:00:00'): 1.6,\n",
+       "    Timestamp('2023-01-02 16:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-02 17:00:00'): 5.2,\n",
+       "    Timestamp('2023-01-02 18:00:00'): 5.3,\n",
+       "    Timestamp('2023-01-02 19:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-02 20:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-02 21:00:00'): 6.5,\n",
+       "    Timestamp('2023-01-02 22:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-02 23:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-03 00:00:00'): 7.2,\n",
+       "    Timestamp('2023-01-03 01:00:00'): 7.0,\n",
+       "    Timestamp('2023-01-03 02:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-03 03:00:00'): 2.8,\n",
+       "    Timestamp('2023-01-03 04:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-03 05:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-03 06:00:00'): 4.9,\n",
+       "    Timestamp('2023-01-03 07:00:00'): 3.0,\n",
+       "    Timestamp('2023-01-03 08:00:00'): 3.2,\n",
+       "    Timestamp('2023-01-03 09:00:00'): 4.0,\n",
+       "    Timestamp('2023-01-03 10:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-03 11:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-03 12:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-03 13:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-03 14:00:00'): 7.4,\n",
+       "    Timestamp('2023-01-03 15:00:00'): 9.2,\n",
+       "    Timestamp('2023-01-03 16:00:00'): 7.2,\n",
+       "    Timestamp('2023-01-03 17:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-03 18:00:00'): 9.6,\n",
+       "    Timestamp('2023-01-03 19:00:00'): 10.0,\n",
+       "    Timestamp('2023-01-03 20:00:00'): 9.6,\n",
+       "    Timestamp('2023-01-03 21:00:00'): 9.7,\n",
+       "    Timestamp('2023-01-03 22:00:00'): 9.7,\n",
+       "    Timestamp('2023-01-03 23:00:00'): 9.4,\n",
+       "    Timestamp('2023-01-04 00:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 01:00:00'): 8.9,\n",
+       "    Timestamp('2023-01-04 02:00:00'): 5.8,\n",
+       "    Timestamp('2023-01-04 03:00:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 04:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 06:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-04 07:00:00'): 7.1,\n",
+       "    Timestamp('2023-01-04 08:00:00'): 4.5,\n",
+       "    Timestamp('2023-01-04 09:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-04 10:00:00'): 3.7,\n",
+       "    Timestamp('2023-01-04 11:00:00'): 3.3,\n",
+       "    Timestamp('2023-01-04 12:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-04 13:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-04 14:00:00'): 5.3,\n",
+       "    Timestamp('2023-01-04 15:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 16:00:00'): 4.9,\n",
+       "    Timestamp('2023-01-04 17:00:00'): 4.9,\n",
+       "    Timestamp('2023-01-04 18:00:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 19:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 20:00:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 21:00:00'): 7.3,\n",
+       "    Timestamp('2023-01-04 22:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-04 23:00:00'): 8.9,\n",
+       "    Timestamp('2023-01-05 00:00:00'): 10.0,\n",
+       "    Timestamp('2023-01-05 01:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-05 02:00:00'): 6.3,\n",
+       "    Timestamp('2023-01-05 03:00:00'): 6.3,\n",
+       "    Timestamp('2023-01-05 04:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-05 05:00:00'): 4.8,\n",
+       "    Timestamp('2023-01-05 06:00:00'): 3.1,\n",
+       "    Timestamp('2023-01-05 07:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-05 08:00:00'): 4.7,\n",
+       "    Timestamp('2023-01-05 09:00:00'): 3.2,\n",
+       "    Timestamp('2023-01-05 10:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-05 11:00:00'): 2.2,\n",
+       "    Timestamp('2023-01-05 13:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-05 14:00:00'): 1.3,\n",
+       "    Timestamp('2023-01-05 16:00:00'): 0.6,\n",
+       "    Timestamp('2023-01-05 17:00:00'): 2.5,\n",
+       "    Timestamp('2023-01-05 18:00:00'): 3.7,\n",
+       "    Timestamp('2023-01-05 19:00:00'): 2.5,\n",
+       "    Timestamp('2023-01-05 20:00:00'): 2.0,\n",
+       "    Timestamp('2023-01-05 21:00:00'): 1.8,\n",
+       "    Timestamp('2023-01-05 22:00:00'): 1.5,\n",
+       "    Timestamp('2023-01-05 23:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-06 00:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-06 01:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-06 02:00:00'): 1.2,\n",
+       "    Timestamp('2023-01-06 03:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-06 04:00:00'): 7.3,\n",
+       "    Timestamp('2023-01-06 05:00:00'): 6.1,\n",
+       "    Timestamp('2023-01-06 06:00:00'): 5.8,\n",
+       "    Timestamp('2023-01-06 07:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-06 08:00:00'): 0.7,\n",
+       "    Timestamp('2023-01-06 09:00:00'): 0.9,\n",
+       "    Timestamp('2023-01-06 10:00:00'): 1.6,\n",
+       "    Timestamp('2023-01-06 11:00:00'): 1.3,\n",
+       "    Timestamp('2023-01-06 12:00:00'): 3.9,\n",
+       "    Timestamp('2023-01-06 13:00:00'): 4.5,\n",
+       "    Timestamp('2023-01-06 14:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-06 15:00:00'): 10.8,\n",
+       "    Timestamp('2023-01-06 16:00:00'): 11.3,\n",
+       "    Timestamp('2023-01-06 17:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-06 18:00:00'): 8.0,\n",
+       "    Timestamp('2023-01-06 19:00:00'): 8.6,\n",
+       "    Timestamp('2023-01-06 20:00:00'): 7.0,\n",
+       "    Timestamp('2023-01-06 21:00:00'): 8.1,\n",
+       "    Timestamp('2023-01-06 22:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-06 23:00:00'): 8.2,\n",
+       "    Timestamp('2023-01-07 00:00:00'): 6.1,\n",
+       "    Timestamp('2023-01-07 01:00:00'): 4.0,\n",
+       "    Timestamp('2023-01-07 02:00:00'): 4.4,\n",
+       "    Timestamp('2023-01-07 03:00:00'): 3.7,\n",
+       "    Timestamp('2023-01-07 04:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-07 05:00:00'): 5.0,\n",
+       "    Timestamp('2023-01-07 06:00:00'): 4.7,\n",
+       "    Timestamp('2023-01-07 07:00:00'): 4.2,\n",
+       "    Timestamp('2023-01-07 08:00:00'): 4.0,\n",
+       "    Timestamp('2023-01-07 09:00:00'): 3.1,\n",
+       "    Timestamp('2023-01-07 10:00:00'): 4.8,\n",
+       "    Timestamp('2023-01-07 11:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-07 12:00:00'): 4.2,\n",
+       "    Timestamp('2023-01-07 13:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-07 14:00:00'): 2.2,\n",
+       "    Timestamp('2023-01-07 15:00:00'): 2.4,\n",
+       "    Timestamp('2023-01-07 16:00:00'): 7.3,\n",
+       "    Timestamp('2023-01-07 17:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-07 18:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-07 19:00:00'): 7.1,\n",
+       "    Timestamp('2023-01-07 20:00:00'): 6.5,\n",
+       "    Timestamp('2023-01-07 21:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-07 22:00:00'): 5.8,\n",
+       "    Timestamp('2023-01-07 23:00:00'): 5.6,\n",
+       "    Timestamp('2023-01-08 00:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-08 01:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-08 02:00:00'): 6.5,\n",
+       "    Timestamp('2023-01-08 03:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-08 04:00:00'): 4.5,\n",
+       "    Timestamp('2023-01-08 05:00:00'): 4.7,\n",
+       "    Timestamp('2023-01-08 06:00:00'): 5.0,\n",
+       "    Timestamp('2023-01-08 07:00:00'): 4.9,\n",
+       "    Timestamp('2023-01-08 08:00:00'): 4.8,\n",
+       "    Timestamp('2023-01-08 09:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-08 10:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-08 11:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-08 12:00:00'): 3.2,\n",
+       "    Timestamp('2023-01-08 13:00:00'): 2.8,\n",
+       "    Timestamp('2023-01-08 14:00:00'): 2.4,\n",
+       "    Timestamp('2023-01-08 15:00:00'): 1.2,\n",
+       "    Timestamp('2023-01-08 16:00:00'): 1.1,\n",
+       "    Timestamp('2023-01-08 17:00:00'): 0.0,\n",
+       "    Timestamp('2023-01-08 18:00:00'): 0.1,\n",
+       "    Timestamp('2023-01-08 19:00:00'): 2.4,\n",
+       "    Timestamp('2023-01-08 20:00:00'): 3.9,\n",
+       "    Timestamp('2023-01-08 21:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-08 22:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-08 23:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-09 00:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-09 01:00:00'): 8.8,\n",
+       "    Timestamp('2023-01-09 02:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-09 03:00:00'): 6.1,\n",
+       "    Timestamp('2023-01-09 04:00:00'): 4.8,\n",
+       "    Timestamp('2023-01-09 05:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-09 06:00:00'): 3.2,\n",
+       "    Timestamp('2023-01-09 07:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-09 08:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-09 09:00:00'): 3.9,\n",
+       "    Timestamp('2023-01-09 10:00:00'): 4.7,\n",
+       "    Timestamp('2023-01-09 11:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-09 12:00:00'): 5.0,\n",
+       "    Timestamp('2023-01-09 13:00:00'): 4.5,\n",
+       "    Timestamp('2023-01-09 14:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-09 15:00:00'): 4.9,\n",
+       "    Timestamp('2023-01-09 16:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-09 17:00:00'): 4.2,\n",
+       "    Timestamp('2023-01-09 18:00:00'): 4.5,\n",
+       "    Timestamp('2023-01-09 19:00:00'): 7.0,\n",
+       "    Timestamp('2023-01-09 20:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-09 21:00:00'): 8.4,\n",
+       "    Timestamp('2023-01-09 22:00:00'): 6.9,\n",
+       "    Timestamp('2023-01-09 23:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-10 00:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-10 01:00:00'): 6.1,\n",
+       "    Timestamp('2023-01-10 02:00:00'): 4.0,\n",
+       "    Timestamp('2023-01-10 03:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-10 04:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-10 05:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-10 06:00:00'): 3.9,\n",
+       "    Timestamp('2023-01-10 07:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-10 08:00:00'): 4.9,\n",
+       "    Timestamp('2023-01-10 09:00:00'): 4.2,\n",
+       "    Timestamp('2023-01-10 10:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-10 11:00:00'): 3.4,\n",
+       "    Timestamp('2023-01-10 12:00:00'): 3.1,\n",
+       "    Timestamp('2023-01-10 13:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-10 14:00:00'): 3.4,\n",
+       "    Timestamp('2023-01-10 15:00:00'): 2.4,\n",
+       "    Timestamp('2023-01-10 16:00:00'): 3.2,\n",
+       "    Timestamp('2023-01-10 17:00:00'): 3.7,\n",
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+       "    Timestamp('2023-02-05 19:00:00'): 6.6,\n",
+       "    Timestamp('2023-02-05 20:00:00'): 8.8,\n",
+       "    Timestamp('2023-02-05 21:00:00'): 9.2,\n",
+       "    Timestamp('2023-02-05 22:00:00'): 9.3,\n",
+       "    Timestamp('2023-02-05 23:00:00'): 7.2,\n",
+       "    Timestamp('2023-02-06 00:00:00'): 8.3,\n",
+       "    Timestamp('2023-02-06 01:00:00'): 8.3,\n",
+       "    Timestamp('2023-02-06 02:00:00'): 2.9,\n",
+       "    Timestamp('2023-02-06 03:00:00'): 5.0,\n",
+       "    Timestamp('2023-02-06 04:00:00'): 4.5,\n",
+       "    Timestamp('2023-02-06 05:00:00'): 4.9,\n",
+       "    Timestamp('2023-02-06 06:00:00'): 3.1,\n",
+       "    Timestamp('2023-02-06 07:00:00'): 4.6,\n",
+       "    Timestamp('2023-02-06 08:00:00'): 8.1,\n",
+       "    Timestamp('2023-02-06 09:00:00'): 6.7,\n",
+       "    Timestamp('2023-02-06 10:00:00'): 4.6,\n",
+       "    Timestamp('2023-02-06 11:00:00'): 4.4,\n",
+       "    Timestamp('2023-02-06 12:00:00'): 6.1,\n",
+       "    Timestamp('2023-02-06 13:00:00'): 6.2,\n",
+       "    Timestamp('2023-02-06 14:00:00'): 4.1,\n",
+       "    Timestamp('2023-02-06 15:00:00'): 4.5,\n",
+       "    Timestamp('2023-02-06 16:00:00'): 10.9,\n",
+       "    Timestamp('2023-02-06 17:00:00'): 8.8,\n",
+       "    Timestamp('2023-02-06 18:00:00'): 10.8,\n",
+       "    Timestamp('2023-02-06 19:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-06 20:00:00'): 9.3,\n",
+       "    Timestamp('2023-02-06 21:00:00'): 8.9,\n",
+       "    Timestamp('2023-02-06 22:00:00'): 7.0,\n",
+       "    Timestamp('2023-02-06 23:00:00'): 5.2,\n",
+       "    Timestamp('2023-02-07 00:00:00'): 5.3,\n",
+       "    Timestamp('2023-02-07 01:00:00'): 3.3,\n",
+       "    Timestamp('2023-02-07 02:00:00'): 6.7,\n",
+       "    Timestamp('2023-02-07 03:00:00'): 5.8,\n",
+       "    Timestamp('2023-02-07 04:00:00'): 4.8,\n",
+       "    Timestamp('2023-02-07 05:00:00'): 4.4,\n",
+       "    Timestamp('2023-02-07 06:00:00'): 3.7,\n",
+       "    Timestamp('2023-02-07 07:00:00'): 2.2,\n",
+       "    Timestamp('2023-02-07 08:00:00'): 2.6,\n",
+       "    Timestamp('2023-02-07 09:00:00'): 1.4,\n",
+       "    Timestamp('2023-02-07 10:00:00'): 1.3,\n",
+       "    Timestamp('2023-02-07 11:00:00'): 3.2,\n",
+       "    Timestamp('2023-02-07 12:00:00'): 1.3,\n",
+       "    Timestamp('2023-02-07 13:00:00'): 1.6,\n",
+       "    Timestamp('2023-02-07 14:00:00'): 2.2,\n",
+       "    Timestamp('2023-02-07 15:00:00'): 3.1,\n",
+       "    Timestamp('2023-02-07 16:00:00'): 3.1,\n",
+       "    Timestamp('2023-02-07 17:00:00'): 5.0,\n",
+       "    Timestamp('2023-02-07 18:00:00'): 5.8,\n",
+       "    Timestamp('2023-02-07 19:00:00'): 6.3,\n",
+       "    Timestamp('2023-02-07 20:00:00'): 8.4,\n",
+       "    Timestamp('2023-02-07 21:00:00'): 8.4,\n",
+       "    Timestamp('2023-02-07 22:00:00'): 7.0,\n",
+       "    Timestamp('2023-02-07 23:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-08 00:00:00'): 7.8,\n",
+       "    Timestamp('2023-02-08 01:00:00'): 7.3,\n",
+       "    Timestamp('2023-02-08 02:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-08 03:00:00'): 4.6,\n",
+       "    Timestamp('2023-02-08 04:00:00'): 5.4,\n",
+       "    Timestamp('2023-02-08 05:00:00'): 3.0,\n",
+       "    Timestamp('2023-02-08 06:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-08 07:00:00'): 4.6,\n",
+       "    Timestamp('2023-02-08 08:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-08 09:00:00'): 1.7,\n",
+       "    Timestamp('2023-02-08 10:00:00'): 1.3,\n",
+       "    Timestamp('2023-02-08 11:00:00'): 0.8,\n",
+       "    Timestamp('2023-02-08 12:00:00'): 1.2,\n",
+       "    Timestamp('2023-02-08 13:00:00'): 0.8,\n",
+       "    Timestamp('2023-02-08 14:00:00'): 2.7,\n",
+       "    Timestamp('2023-02-08 15:00:00'): 2.1,\n",
+       "    Timestamp('2023-02-08 16:00:00'): 1.7,\n",
+       "    Timestamp('2023-02-08 17:00:00'): 7.2,\n",
+       "    Timestamp('2023-02-08 18:00:00'): 6.3,\n",
+       "    Timestamp('2023-02-08 19:00:00'): 5.1,\n",
+       "    Timestamp('2023-02-08 20:00:00'): 5.8,\n",
+       "    Timestamp('2023-02-08 21:00:00'): 6.0,\n",
+       "    Timestamp('2023-02-08 22:00:00'): 3.9,\n",
+       "    Timestamp('2023-02-08 23:00:00'): 3.8,\n",
+       "    Timestamp('2023-02-09 00:00:00'): 5.1,\n",
+       "    Timestamp('2023-02-09 01:00:00'): 2.9,\n",
+       "    Timestamp('2023-02-09 02:00:00'): 2.9,\n",
+       "    Timestamp('2023-02-09 03:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-09 04:00:00'): 2.5,\n",
+       "    Timestamp('2023-02-09 05:00:00'): 1.6,\n",
+       "    Timestamp('2023-02-09 06:00:00'): 2.1,\n",
+       "    Timestamp('2023-02-09 07:00:00'): 3.0,\n",
+       "    Timestamp('2023-02-09 08:00:00'): 1.9,\n",
+       "    Timestamp('2023-02-09 09:00:00'): 2.2,\n",
+       "    Timestamp('2023-02-09 10:00:00'): 0.1,\n",
+       "    Timestamp('2023-02-09 11:00:00'): 1.5,\n",
+       "    Timestamp('2023-02-09 12:00:00'): 1.3,\n",
+       "    Timestamp('2023-02-09 13:00:00'): 1.9,\n",
+       "    Timestamp('2023-02-09 14:00:00'): 2.9,\n",
+       "    Timestamp('2023-02-09 15:00:00'): 8.1,\n",
+       "    Timestamp('2023-02-09 16:00:00'): 8.3,\n",
+       "    Timestamp('2023-02-09 17:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-09 18:00:00'): 7.6,\n",
+       "    Timestamp('2023-02-09 19:00:00'): 4.4,\n",
+       "    Timestamp('2023-02-09 20:00:00'): 9.9,\n",
+       "    Timestamp('2023-02-09 21:00:00'): 8.0,\n",
+       "    Timestamp('2023-02-09 22:00:00'): 6.8,\n",
+       "    Timestamp('2023-02-09 23:00:00'): 10.9,\n",
+       "    Timestamp('2023-02-10 00:00:00'): 11.4,\n",
+       "    Timestamp('2023-02-10 01:00:00'): 10.7,\n",
+       "    Timestamp('2023-02-10 03:00:00'): 11.1,\n",
+       "    Timestamp('2023-02-10 04:00:00'): 11.7,\n",
+       "    Timestamp('2023-02-10 05:00:00'): 11.6,\n",
+       "    Timestamp('2023-02-10 06:00:00'): 10.8,\n",
+       "    Timestamp('2023-02-10 07:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-10 08:00:00'): 10.1,\n",
+       "    Timestamp('2023-02-10 09:00:00'): 9.3,\n",
+       "    Timestamp('2023-02-10 10:00:00'): 8.2,\n",
+       "    Timestamp('2023-02-10 11:00:00'): 6.5,\n",
+       "    Timestamp('2023-02-10 12:00:00'): 5.4,\n",
+       "    Timestamp('2023-02-10 13:00:00'): 8.5,\n",
+       "    Timestamp('2023-02-10 14:00:00'): 10.1,\n",
+       "    Timestamp('2023-02-10 15:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-10 16:00:00'): 6.0,\n",
+       "    Timestamp('2023-02-10 17:00:00'): 6.5,\n",
+       "    Timestamp('2023-02-10 18:00:00'): 7.8,\n",
+       "    Timestamp('2023-02-10 19:00:00'): 6.7,\n",
+       "    Timestamp('2023-02-10 20:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-10 21:00:00'): 8.2,\n",
+       "    Timestamp('2023-02-10 22:00:00'): 7.0,\n",
+       "    Timestamp('2023-02-10 23:00:00'): 6.1,\n",
+       "    Timestamp('2023-02-11 00:00:00'): 5.3,\n",
+       "    Timestamp('2023-02-11 01:00:00'): 5.9,\n",
+       "    Timestamp('2023-02-11 02:00:00'): 6.0,\n",
+       "    Timestamp('2023-02-11 03:00:00'): 6.2,\n",
+       "    Timestamp('2023-02-11 04:00:00'): 6.6,\n",
+       "    Timestamp('2023-02-11 05:00:00'): 6.1,\n",
+       "    Timestamp('2023-02-11 06:00:00'): 4.7,\n",
+       "    Timestamp('2023-02-11 07:00:00'): 5.9,\n",
+       "    Timestamp('2023-02-11 08:00:00'): 9.4,\n",
+       "    Timestamp('2023-02-11 09:00:00'): 9.4,\n",
+       "    Timestamp('2023-02-11 10:00:00'): 9.5,\n",
+       "    Timestamp('2023-02-11 11:00:00'): 5.5,\n",
+       "    Timestamp('2023-02-11 12:00:00'): 3.7,\n",
+       "    Timestamp('2023-02-11 13:00:00'): 3.3,\n",
+       "    Timestamp('2023-02-11 14:00:00'): 5.3,\n",
+       "    Timestamp('2023-02-11 15:00:00'): 5.2,\n",
+       "    Timestamp('2023-02-11 16:00:00'): 5.4,\n",
+       "    Timestamp('2023-02-11 17:00:00'): 5.7,\n",
+       "    Timestamp('2023-02-11 18:00:00'): 5.6,\n",
+       "    Timestamp('2023-02-11 19:00:00'): 4.0,\n",
+       "    ...},\n",
+       "   'GST': {Timestamp('2023-01-01 00:00:00'): 7.2,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 3.7,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 3.7,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 4.5,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 4.6,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-01 16:00:00'): 6.1,\n",
+       "    Timestamp('2023-01-01 17:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-01 18:00:00'): 5.6,\n",
+       "    Timestamp('2023-01-01 19:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 20:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-01 21:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-01 22:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-01 23:00:00'): 3.0,\n",
+       "    Timestamp('2023-01-02 00:00:00'): 4.4,\n",
+       "    Timestamp('2023-01-02 01:00:00'): 4.0,\n",
+       "    Timestamp('2023-01-02 02:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-02 03:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-02 04:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-02 05:00:00'): 1.7,\n",
+       "    Timestamp('2023-01-02 06:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-02 07:00:00'): 0.4,\n",
+       "    Timestamp('2023-01-02 08:00:00'): 0.7,\n",
+       "    Timestamp('2023-01-02 09:00:00'): 0.8,\n",
+       "    Timestamp('2023-01-02 10:00:00'): 0.9,\n",
+       "    Timestamp('2023-01-02 11:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-02 12:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-02 13:00:00'): 4.6,\n",
+       "    Timestamp('2023-01-02 14:00:00'): 2.4,\n",
+       "    Timestamp('2023-01-02 15:00:00'): 1.7,\n",
+       "    Timestamp('2023-01-02 16:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-02 17:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-02 18:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-02 19:00:00'): 3.4,\n",
+       "    Timestamp('2023-01-02 20:00:00'): 5.8,\n",
+       "    Timestamp('2023-01-02 21:00:00'): 6.9,\n",
+       "    Timestamp('2023-01-02 22:00:00'): 4.8,\n",
+       "    Timestamp('2023-01-02 23:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-03 00:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-03 01:00:00'): 7.2,\n",
+       "    Timestamp('2023-01-03 02:00:00'): 5.9,\n",
+       "    Timestamp('2023-01-03 03:00:00'): 3.0,\n",
+       "    Timestamp('2023-01-03 04:00:00'): 5.0,\n",
+       "    Timestamp('2023-01-03 05:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-03 06:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-03 07:00:00'): 3.2,\n",
+       "    Timestamp('2023-01-03 08:00:00'): 3.5,\n",
+       "    Timestamp('2023-01-03 09:00:00'): 4.4,\n",
+       "    Timestamp('2023-01-03 10:00:00'): 6.5,\n",
+       "    Timestamp('2023-01-03 11:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-03 12:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-03 13:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-03 14:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-03 15:00:00'): 10.0,\n",
+       "    Timestamp('2023-01-03 16:00:00'): 7.4,\n",
+       "    Timestamp('2023-01-03 17:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-03 18:00:00'): 10.0,\n",
+       "    Timestamp('2023-01-03 19:00:00'): 10.7,\n",
+       "    Timestamp('2023-01-03 20:00:00'): 9.9,\n",
+       "    Timestamp('2023-01-03 21:00:00'): 10.1,\n",
+       "    Timestamp('2023-01-03 22:00:00'): 10.1,\n",
+       "    Timestamp('2023-01-03 23:00:00'): 9.9,\n",
+       "    Timestamp('2023-01-04 00:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 01:00:00'): 9.3,\n",
+       "    Timestamp('2023-01-04 02:00:00'): 6.1,\n",
+       "    Timestamp('2023-01-04 03:00:00'): 9.1,\n",
+       "    Timestamp('2023-01-04 04:00:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 05:00:00'): 8.2,\n",
+       "    Timestamp('2023-01-04 06:00:00'): 7.2,\n",
+       "    Timestamp('2023-01-04 07:00:00'): 7.3,\n",
+       "    Timestamp('2023-01-04 08:00:00'): 4.8,\n",
+       "    Timestamp('2023-01-04 09:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-04 10:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-04 11:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-04 12:00:00'): 6.5,\n",
+       "    Timestamp('2023-01-04 13:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-04 14:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-04 15:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 16:00:00'): 5.3,\n",
+       "    Timestamp('2023-01-04 17:00:00'): 5.0,\n",
+       "    Timestamp('2023-01-04 18:00:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 19:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 20:00:00'): 8.8,\n",
+       "    Timestamp('2023-01-04 21:00:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 22:00:00'): 6.9,\n",
+       "    Timestamp('2023-01-04 23:00:00'): 9.6,\n",
+       "    Timestamp('2023-01-05 00:00:00'): 10.1,\n",
+       "    Timestamp('2023-01-05 01:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-05 02:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-05 03:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-05 04:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-05 05:00:00'): 5.0,\n",
+       "    Timestamp('2023-01-05 06:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-05 07:00:00'): 5.9,\n",
+       "    Timestamp('2023-01-05 08:00:00'): 4.8,\n",
+       "    Timestamp('2023-01-05 09:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-05 10:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-05 11:00:00'): 2.5,\n",
+       "    Timestamp('2023-01-05 13:00:00'): 2.5,\n",
+       "    Timestamp('2023-01-05 14:00:00'): 1.5,\n",
+       "    Timestamp('2023-01-05 16:00:00'): 0.7,\n",
+       "    Timestamp('2023-01-05 17:00:00'): 2.5,\n",
+       "    Timestamp('2023-01-05 18:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-05 19:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-05 20:00:00'): 2.0,\n",
+       "    Timestamp('2023-01-05 21:00:00'): 1.9,\n",
+       "    Timestamp('2023-01-05 22:00:00'): 1.6,\n",
+       "    Timestamp('2023-01-05 23:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-06 00:00:00'): 2.8,\n",
+       "    Timestamp('2023-01-06 01:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-06 02:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-06 03:00:00'): 4.8,\n",
+       "    Timestamp('2023-01-06 04:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-06 05:00:00'): 6.3,\n",
+       "    Timestamp('2023-01-06 06:00:00'): 6.1,\n",
+       "    Timestamp('2023-01-06 07:00:00'): 4.5,\n",
+       "    Timestamp('2023-01-06 08:00:00'): 0.9,\n",
+       "    Timestamp('2023-01-06 09:00:00'): 1.1,\n",
+       "    Timestamp('2023-01-06 10:00:00'): 1.7,\n",
+       "    Timestamp('2023-01-06 11:00:00'): 1.5,\n",
+       "    Timestamp('2023-01-06 12:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-06 13:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-06 14:00:00'): 8.6,\n",
+       "    Timestamp('2023-01-06 15:00:00'): 13.2,\n",
+       "    Timestamp('2023-01-06 16:00:00'): 12.4,\n",
+       "    Timestamp('2023-01-06 17:00:00'): 9.4,\n",
+       "    Timestamp('2023-01-06 18:00:00'): 9.2,\n",
+       "    Timestamp('2023-01-06 19:00:00'): 9.7,\n",
+       "    Timestamp('2023-01-06 20:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-06 21:00:00'): 8.6,\n",
+       "    Timestamp('2023-01-06 22:00:00'): 5.9,\n",
+       "    Timestamp('2023-01-06 23:00:00'): 9.1,\n",
+       "    Timestamp('2023-01-07 00:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-07 01:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-07 02:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-07 03:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-07 04:00:00'): 3.9,\n",
+       "    Timestamp('2023-01-07 05:00:00'): 5.8,\n",
+       "    Timestamp('2023-01-07 06:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-07 07:00:00'): 4.8,\n",
+       "    Timestamp('2023-01-07 08:00:00'): 4.4,\n",
+       "    Timestamp('2023-01-07 09:00:00'): 3.2,\n",
+       "    Timestamp('2023-01-07 10:00:00'): 5.3,\n",
+       "    Timestamp('2023-01-07 11:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-07 12:00:00'): 4.7,\n",
+       "    Timestamp('2023-01-07 13:00:00'): 2.8,\n",
+       "    Timestamp('2023-01-07 14:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-07 15:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-07 16:00:00'): 8.4,\n",
+       "    Timestamp('2023-01-07 17:00:00'): 7.1,\n",
+       "    Timestamp('2023-01-07 18:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-07 19:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-07 20:00:00'): 7.1,\n",
+       "    Timestamp('2023-01-07 21:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-07 22:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-07 23:00:00'): 6.3,\n",
+       "    Timestamp('2023-01-08 00:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-08 01:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-08 02:00:00'): 8.0,\n",
+       "    Timestamp('2023-01-08 03:00:00'): 6.0,\n",
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+       "    Timestamp('2023-02-03 05:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-03 06:00:00'): 6.7,\n",
+       "    Timestamp('2023-02-03 07:00:00'): 6.2,\n",
+       "    Timestamp('2023-02-03 08:00:00'): 11.5,\n",
+       "    Timestamp('2023-02-03 09:00:00'): 10.3,\n",
+       "    Timestamp('2023-02-03 10:00:00'): 9.0,\n",
+       "    Timestamp('2023-02-03 11:00:00'): 8.2,\n",
+       "    Timestamp('2023-02-03 12:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-03 13:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-03 14:00:00'): 14.3,\n",
+       "    Timestamp('2023-02-03 15:00:00'): 15.5,\n",
+       "    Timestamp('2023-02-03 16:00:00'): 16.0,\n",
+       "    Timestamp('2023-02-03 17:00:00'): 14.3,\n",
+       "    Timestamp('2023-02-03 18:00:00'): 11.1,\n",
+       "    Timestamp('2023-02-03 19:00:00'): 11.7,\n",
+       "    Timestamp('2023-02-03 20:00:00'): 14.9,\n",
+       "    Timestamp('2023-02-03 21:00:00'): 14.3,\n",
+       "    Timestamp('2023-02-03 22:00:00'): 14.4,\n",
+       "    Timestamp('2023-02-03 23:00:00'): 14.1,\n",
+       "    Timestamp('2023-02-04 00:00:00'): 10.8,\n",
+       "    Timestamp('2023-02-04 01:00:00'): 11.9,\n",
+       "    Timestamp('2023-02-04 02:00:00'): 12.7,\n",
+       "    Timestamp('2023-02-04 03:00:00'): 10.5,\n",
+       "    Timestamp('2023-02-04 04:00:00'): 12.8,\n",
+       "    Timestamp('2023-02-04 05:00:00'): 13.0,\n",
+       "    Timestamp('2023-02-04 06:00:00'): 12.5,\n",
+       "    Timestamp('2023-02-04 07:00:00'): 8.8,\n",
+       "    Timestamp('2023-02-04 08:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-04 09:00:00'): 7.7,\n",
+       "    Timestamp('2023-02-04 10:00:00'): 9.4,\n",
+       "    Timestamp('2023-02-04 11:00:00'): 6.6,\n",
+       "    Timestamp('2023-02-04 12:00:00'): 7.1,\n",
+       "    Timestamp('2023-02-04 13:00:00'): 5.6,\n",
+       "    Timestamp('2023-02-04 14:00:00'): 4.7,\n",
+       "    Timestamp('2023-02-04 15:00:00'): 1.2,\n",
+       "    Timestamp('2023-02-04 16:00:00'): 1.4,\n",
+       "    Timestamp('2023-02-04 17:00:00'): 4.2,\n",
+       "    Timestamp('2023-02-04 18:00:00'): 4.6,\n",
+       "    Timestamp('2023-02-04 19:00:00'): 6.6,\n",
+       "    Timestamp('2023-02-04 20:00:00'): 9.2,\n",
+       "    Timestamp('2023-02-04 21:00:00'): 9.7,\n",
+       "    Timestamp('2023-02-04 22:00:00'): 12.8,\n",
+       "    Timestamp('2023-02-04 23:00:00'): 12.6,\n",
+       "    Timestamp('2023-02-05 00:00:00'): 10.6,\n",
+       "    Timestamp('2023-02-05 01:00:00'): 12.3,\n",
+       "    Timestamp('2023-02-05 02:00:00'): 12.9,\n",
+       "    Timestamp('2023-02-05 03:00:00'): 13.8,\n",
+       "    Timestamp('2023-02-05 04:00:00'): 13.4,\n",
+       "    Timestamp('2023-02-05 05:00:00'): 12.5,\n",
+       "    Timestamp('2023-02-05 06:00:00'): 12.9,\n",
+       "    Timestamp('2023-02-05 07:00:00'): 10.9,\n",
+       "    Timestamp('2023-02-05 08:00:00'): 10.3,\n",
+       "    Timestamp('2023-02-05 09:00:00'): 9.6,\n",
+       "    Timestamp('2023-02-05 10:00:00'): 9.3,\n",
+       "    Timestamp('2023-02-05 11:00:00'): 9.9,\n",
+       "    Timestamp('2023-02-05 12:00:00'): 9.0,\n",
+       "    Timestamp('2023-02-05 13:00:00'): 7.5,\n",
+       "    Timestamp('2023-02-05 14:00:00'): 8.0,\n",
+       "    Timestamp('2023-02-05 15:00:00'): 7.1,\n",
+       "    Timestamp('2023-02-05 16:00:00'): 9.1,\n",
+       "    Timestamp('2023-02-05 17:00:00'): 9.3,\n",
+       "    Timestamp('2023-02-05 18:00:00'): 9.8,\n",
+       "    Timestamp('2023-02-05 19:00:00'): 7.3,\n",
+       "    Timestamp('2023-02-05 20:00:00'): 9.1,\n",
+       "    Timestamp('2023-02-05 21:00:00'): 10.1,\n",
+       "    Timestamp('2023-02-05 22:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-05 23:00:00'): 7.4,\n",
+       "    Timestamp('2023-02-06 00:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-06 01:00:00'): 8.8,\n",
+       "    Timestamp('2023-02-06 02:00:00'): 3.2,\n",
+       "    Timestamp('2023-02-06 03:00:00'): 5.4,\n",
+       "    Timestamp('2023-02-06 04:00:00'): 4.8,\n",
+       "    Timestamp('2023-02-06 05:00:00'): 5.1,\n",
+       "    Timestamp('2023-02-06 06:00:00'): 3.4,\n",
+       "    Timestamp('2023-02-06 07:00:00'): 5.3,\n",
+       "    Timestamp('2023-02-06 08:00:00'): 8.8,\n",
+       "    Timestamp('2023-02-06 09:00:00'): 7.4,\n",
+       "    Timestamp('2023-02-06 10:00:00'): 5.0,\n",
+       "    Timestamp('2023-02-06 11:00:00'): 5.4,\n",
+       "    Timestamp('2023-02-06 12:00:00'): 7.5,\n",
+       "    Timestamp('2023-02-06 13:00:00'): 6.5,\n",
+       "    Timestamp('2023-02-06 14:00:00'): 4.5,\n",
+       "    Timestamp('2023-02-06 15:00:00'): 4.6,\n",
+       "    Timestamp('2023-02-06 16:00:00'): 12.9,\n",
+       "    Timestamp('2023-02-06 17:00:00'): 9.9,\n",
+       "    Timestamp('2023-02-06 18:00:00'): 11.9,\n",
+       "    Timestamp('2023-02-06 19:00:00'): 9.6,\n",
+       "    Timestamp('2023-02-06 20:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-06 21:00:00'): 9.8,\n",
+       "    Timestamp('2023-02-06 22:00:00'): 7.8,\n",
+       "    Timestamp('2023-02-06 23:00:00'): 5.9,\n",
+       "    Timestamp('2023-02-07 00:00:00'): 6.0,\n",
+       "    Timestamp('2023-02-07 01:00:00'): 3.4,\n",
+       "    Timestamp('2023-02-07 02:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-07 03:00:00'): 6.2,\n",
+       "    Timestamp('2023-02-07 04:00:00'): 5.4,\n",
+       "    Timestamp('2023-02-07 05:00:00'): 4.9,\n",
+       "    Timestamp('2023-02-07 06:00:00'): 4.2,\n",
+       "    Timestamp('2023-02-07 07:00:00'): 2.4,\n",
+       "    Timestamp('2023-02-07 08:00:00'): 2.8,\n",
+       "    Timestamp('2023-02-07 09:00:00'): 1.6,\n",
+       "    Timestamp('2023-02-07 10:00:00'): 1.5,\n",
+       "    Timestamp('2023-02-07 11:00:00'): 3.8,\n",
+       "    Timestamp('2023-02-07 12:00:00'): 1.5,\n",
+       "    Timestamp('2023-02-07 13:00:00'): 2.1,\n",
+       "    Timestamp('2023-02-07 14:00:00'): 2.5,\n",
+       "    Timestamp('2023-02-07 15:00:00'): 3.4,\n",
+       "    Timestamp('2023-02-07 16:00:00'): 3.7,\n",
+       "    Timestamp('2023-02-07 17:00:00'): 5.6,\n",
+       "    Timestamp('2023-02-07 18:00:00'): 6.6,\n",
+       "    Timestamp('2023-02-07 19:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-07 20:00:00'): 9.2,\n",
+       "    Timestamp('2023-02-07 21:00:00'): 9.3,\n",
+       "    Timestamp('2023-02-07 22:00:00'): 8.1,\n",
+       "    Timestamp('2023-02-07 23:00:00'): 7.6,\n",
+       "    Timestamp('2023-02-08 00:00:00'): 8.3,\n",
+       "    Timestamp('2023-02-08 01:00:00'): 7.9,\n",
+       "    Timestamp('2023-02-08 02:00:00'): 7.4,\n",
+       "    Timestamp('2023-02-08 03:00:00'): 4.8,\n",
+       "    Timestamp('2023-02-08 04:00:00'): 5.8,\n",
+       "    Timestamp('2023-02-08 05:00:00'): 3.2,\n",
+       "    Timestamp('2023-02-08 06:00:00'): 1.1,\n",
+       "    Timestamp('2023-02-08 07:00:00'): 4.8,\n",
+       "    Timestamp('2023-02-08 08:00:00'): 1.4,\n",
+       "    Timestamp('2023-02-08 09:00:00'): 2.0,\n",
+       "    Timestamp('2023-02-08 10:00:00'): 1.4,\n",
+       "    Timestamp('2023-02-08 11:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-08 12:00:00'): 1.4,\n",
+       "    Timestamp('2023-02-08 13:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-08 14:00:00'): 2.8,\n",
+       "    Timestamp('2023-02-08 15:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-08 16:00:00'): 3.4,\n",
+       "    Timestamp('2023-02-08 17:00:00'): 8.1,\n",
+       "    Timestamp('2023-02-08 18:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-08 19:00:00'): 5.7,\n",
+       "    Timestamp('2023-02-08 20:00:00'): 6.5,\n",
+       "    Timestamp('2023-02-08 21:00:00'): 6.5,\n",
+       "    Timestamp('2023-02-08 22:00:00'): 4.1,\n",
+       "    Timestamp('2023-02-08 23:00:00'): 3.9,\n",
+       "    Timestamp('2023-02-09 00:00:00'): 5.6,\n",
+       "    Timestamp('2023-02-09 01:00:00'): 3.4,\n",
+       "    Timestamp('2023-02-09 02:00:00'): 3.0,\n",
+       "    Timestamp('2023-02-09 03:00:00'): 2.5,\n",
+       "    Timestamp('2023-02-09 04:00:00'): 2.6,\n",
+       "    Timestamp('2023-02-09 05:00:00'): 1.7,\n",
+       "    Timestamp('2023-02-09 06:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-09 07:00:00'): 3.1,\n",
+       "    Timestamp('2023-02-09 08:00:00'): 2.1,\n",
+       "    Timestamp('2023-02-09 09:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-09 10:00:00'): 0.3,\n",
+       "    Timestamp('2023-02-09 11:00:00'): 1.9,\n",
+       "    Timestamp('2023-02-09 12:00:00'): 1.6,\n",
+       "    Timestamp('2023-02-09 13:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-09 14:00:00'): 3.1,\n",
+       "    Timestamp('2023-02-09 15:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-09 16:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-09 17:00:00'): 10.7,\n",
+       "    Timestamp('2023-02-09 18:00:00'): 7.9,\n",
+       "    Timestamp('2023-02-09 19:00:00'): 4.8,\n",
+       "    Timestamp('2023-02-09 20:00:00'): 10.3,\n",
+       "    Timestamp('2023-02-09 21:00:00'): 8.3,\n",
+       "    Timestamp('2023-02-09 22:00:00'): 7.3,\n",
+       "    Timestamp('2023-02-09 23:00:00'): 12.3,\n",
+       "    Timestamp('2023-02-10 00:00:00'): 12.0,\n",
+       "    Timestamp('2023-02-10 01:00:00'): 11.4,\n",
+       "    Timestamp('2023-02-10 03:00:00'): 11.7,\n",
+       "    Timestamp('2023-02-10 04:00:00'): 12.5,\n",
+       "    Timestamp('2023-02-10 05:00:00'): 12.0,\n",
+       "    Timestamp('2023-02-10 06:00:00'): 11.1,\n",
+       "    Timestamp('2023-02-10 07:00:00'): 10.5,\n",
+       "    Timestamp('2023-02-10 08:00:00'): 10.5,\n",
+       "    Timestamp('2023-02-10 09:00:00'): 9.9,\n",
+       "    Timestamp('2023-02-10 10:00:00'): 8.5,\n",
+       "    Timestamp('2023-02-10 11:00:00'): 7.1,\n",
+       "    Timestamp('2023-02-10 12:00:00'): 6.0,\n",
+       "    Timestamp('2023-02-10 13:00:00'): 9.6,\n",
+       "    Timestamp('2023-02-10 14:00:00'): 11.4,\n",
+       "    Timestamp('2023-02-10 15:00:00'): 11.2,\n",
+       "    Timestamp('2023-02-10 16:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-10 17:00:00'): 7.4,\n",
+       "    Timestamp('2023-02-10 18:00:00'): 8.8,\n",
+       "    Timestamp('2023-02-10 19:00:00'): 7.8,\n",
+       "    Timestamp('2023-02-10 20:00:00'): 8.4,\n",
+       "    Timestamp('2023-02-10 21:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-10 22:00:00'): 8.4,\n",
+       "    Timestamp('2023-02-10 23:00:00'): 7.6,\n",
+       "    Timestamp('2023-02-11 00:00:00'): 6.1,\n",
+       "    Timestamp('2023-02-11 01:00:00'): 6.8,\n",
+       "    Timestamp('2023-02-11 02:00:00'): 7.3,\n",
+       "    Timestamp('2023-02-11 03:00:00'): 7.0,\n",
+       "    Timestamp('2023-02-11 04:00:00'): 7.5,\n",
+       "    Timestamp('2023-02-11 05:00:00'): 7.2,\n",
+       "    Timestamp('2023-02-11 06:00:00'): 5.3,\n",
+       "    Timestamp('2023-02-11 07:00:00'): 6.7,\n",
+       "    Timestamp('2023-02-11 08:00:00'): 10.6,\n",
+       "    Timestamp('2023-02-11 09:00:00'): 10.6,\n",
+       "    Timestamp('2023-02-11 10:00:00'): 10.7,\n",
+       "    Timestamp('2023-02-11 11:00:00'): 6.4,\n",
+       "    Timestamp('2023-02-11 12:00:00'): 4.0,\n",
+       "    Timestamp('2023-02-11 13:00:00'): 3.9,\n",
+       "    Timestamp('2023-02-11 14:00:00'): 6.2,\n",
+       "    Timestamp('2023-02-11 15:00:00'): 6.1,\n",
+       "    Timestamp('2023-02-11 16:00:00'): 6.0,\n",
+       "    Timestamp('2023-02-11 17:00:00'): 6.2,\n",
+       "    Timestamp('2023-02-11 18:00:00'): 5.9,\n",
+       "    Timestamp('2023-02-11 19:00:00'): 4.3,\n",
+       "    ...},\n",
+       "   'WVHT': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 21:00:00'): nan,\n",
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+       "    Timestamp('2023-02-03 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 19:00:00'): nan,\n",
+       "    ...},\n",
+       "   'DPD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 14:00:00'): nan,\n",
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+       "    Timestamp('2023-02-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 19:00:00'): nan,\n",
+       "    ...},\n",
+       "   'APD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 06:00:00'): nan,\n",
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+       "    Timestamp('2023-02-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 19:00:00'): nan,\n",
+       "    ...},\n",
+       "   'MWD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:00:00'): nan,\n",
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+       "    Timestamp('2023-02-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 19:00:00'): nan,\n",
+       "    ...},\n",
+       "   'PRES': {Timestamp('2023-01-01 00:00:00'): 1011.3,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 1011.5,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 1011.8,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 1010.6,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 1011.1,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 1011.0,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 1011.6,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 1012.3,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 1012.5,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 1013.4,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 1013.9,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 1014.4,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 1015.2,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 1016.2,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 1017.0,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 1017.7,\n",
+       "    Timestamp('2023-01-01 16:00:00'): 1017.8,\n",
+       "    Timestamp('2023-01-01 17:00:00'): 1017.3,\n",
+       "    Timestamp('2023-01-01 18:00:00'): 1016.9,\n",
+       "    Timestamp('2023-01-01 19:00:00'): 1016.2,\n",
+       "    Timestamp('2023-01-01 20:00:00'): 1016.0,\n",
+       "    Timestamp('2023-01-01 21:00:00'): 1016.1,\n",
+       "    Timestamp('2023-01-01 22:00:00'): 1016.7,\n",
+       "    Timestamp('2023-01-01 23:00:00'): 1017.5,\n",
+       "    Timestamp('2023-01-02 00:00:00'): 1018.0,\n",
+       "    Timestamp('2023-01-02 01:00:00'): 1018.6,\n",
+       "    Timestamp('2023-01-02 02:00:00'): 1018.8,\n",
+       "    Timestamp('2023-01-02 03:00:00'): 1018.8,\n",
+       "    Timestamp('2023-01-02 04:00:00'): 1018.8,\n",
+       "    Timestamp('2023-01-02 05:00:00'): 1019.1,\n",
+       "    Timestamp('2023-01-02 06:00:00'): 1018.8,\n",
+       "    Timestamp('2023-01-02 07:00:00'): 1019.2,\n",
+       "    Timestamp('2023-01-02 08:00:00'): 1019.9,\n",
+       "    Timestamp('2023-01-02 09:00:00'): 1019.9,\n",
+       "    Timestamp('2023-01-02 10:00:00'): 1020.3,\n",
+       "    Timestamp('2023-01-02 11:00:00'): 1020.6,\n",
+       "    Timestamp('2023-01-02 12:00:00'): 1021.2,\n",
+       "    Timestamp('2023-01-02 13:00:00'): 1021.8,\n",
+       "    Timestamp('2023-01-02 14:00:00'): 1022.0,\n",
+       "    Timestamp('2023-01-02 15:00:00'): 1022.2,\n",
+       "    Timestamp('2023-01-02 16:00:00'): 1022.1,\n",
+       "    Timestamp('2023-01-02 17:00:00'): 1021.3,\n",
+       "    Timestamp('2023-01-02 18:00:00'): 1021.0,\n",
+       "    Timestamp('2023-01-02 19:00:00'): 1020.8,\n",
+       "    Timestamp('2023-01-02 20:00:00'): 1020.1,\n",
+       "    Timestamp('2023-01-02 21:00:00'): 1019.9,\n",
+       "    Timestamp('2023-01-02 22:00:00'): 1020.0,\n",
+       "    Timestamp('2023-01-02 23:00:00'): 1020.4,\n",
+       "    Timestamp('2023-01-03 00:00:00'): 1020.5,\n",
+       "    Timestamp('2023-01-03 01:00:00'): 1020.5,\n",
+       "    Timestamp('2023-01-03 02:00:00'): 1020.6,\n",
+       "    Timestamp('2023-01-03 03:00:00'): 1020.4,\n",
+       "    Timestamp('2023-01-03 04:00:00'): 1020.3,\n",
+       "    Timestamp('2023-01-03 05:00:00'): 1019.6,\n",
+       "    Timestamp('2023-01-03 06:00:00'): 1019.2,\n",
+       "    Timestamp('2023-01-03 07:00:00'): 1019.5,\n",
+       "    Timestamp('2023-01-03 08:00:00'): 1019.3,\n",
+       "    Timestamp('2023-01-03 09:00:00'): 1018.5,\n",
+       "    Timestamp('2023-01-03 10:00:00'): 1017.9,\n",
+       "    Timestamp('2023-01-03 11:00:00'): 1017.4,\n",
+       "    Timestamp('2023-01-03 12:00:00'): 1017.2,\n",
+       "    Timestamp('2023-01-03 13:00:00'): 1017.1,\n",
+       "    Timestamp('2023-01-03 14:00:00'): 1016.9,\n",
+       "    Timestamp('2023-01-03 15:00:00'): 1016.4,\n",
+       "    Timestamp('2023-01-03 16:00:00'): 1016.0,\n",
+       "    Timestamp('2023-01-03 17:00:00'): 1015.8,\n",
+       "    Timestamp('2023-01-03 18:00:00'): 1014.2,\n",
+       "    Timestamp('2023-01-03 19:00:00'): 1012.9,\n",
+       "    Timestamp('2023-01-03 20:00:00'): 1012.1,\n",
+       "    Timestamp('2023-01-03 21:00:00'): 1011.3,\n",
+       "    Timestamp('2023-01-03 22:00:00'): 1011.3,\n",
+       "    Timestamp('2023-01-03 23:00:00'): 1011.2,\n",
+       "    Timestamp('2023-01-04 00:00:00'): 1011.9,\n",
+       "    Timestamp('2023-01-04 01:00:00'): 1011.4,\n",
+       "    Timestamp('2023-01-04 02:00:00'): 1011.6,\n",
+       "    Timestamp('2023-01-04 03:00:00'): 1010.4,\n",
+       "    Timestamp('2023-01-04 04:00:00'): 1009.9,\n",
+       "    Timestamp('2023-01-04 05:00:00'): 1010.6,\n",
+       "    Timestamp('2023-01-04 06:00:00'): 1010.8,\n",
+       "    Timestamp('2023-01-04 07:00:00'): 1011.5,\n",
+       "    Timestamp('2023-01-04 08:00:00'): 1012.4,\n",
+       "    Timestamp('2023-01-04 09:00:00'): 1012.1,\n",
+       "    Timestamp('2023-01-04 10:00:00'): 1012.6,\n",
+       "    Timestamp('2023-01-04 11:00:00'): 1012.6,\n",
+       "    Timestamp('2023-01-04 12:00:00'): 1012.8,\n",
+       "    Timestamp('2023-01-04 13:00:00'): 1013.0,\n",
+       "    Timestamp('2023-01-04 14:00:00'): 1013.3,\n",
+       "    Timestamp('2023-01-04 15:00:00'): 1013.7,\n",
+       "    Timestamp('2023-01-04 16:00:00'): 1013.4,\n",
+       "    Timestamp('2023-01-04 17:00:00'): 1012.0,\n",
+       "    Timestamp('2023-01-04 18:00:00'): 1011.3,\n",
+       "    Timestamp('2023-01-04 19:00:00'): 1010.9,\n",
+       "    Timestamp('2023-01-04 20:00:00'): 1009.8,\n",
+       "    Timestamp('2023-01-04 21:00:00'): 1009.2,\n",
+       "    Timestamp('2023-01-04 22:00:00'): 1010.7,\n",
+       "    Timestamp('2023-01-04 23:00:00'): 1009.6,\n",
+       "    Timestamp('2023-01-05 00:00:00'): 1008.4,\n",
+       "    Timestamp('2023-01-05 01:00:00'): 1009.9,\n",
+       "    Timestamp('2023-01-05 02:00:00'): 1009.5,\n",
+       "    Timestamp('2023-01-05 03:00:00'): 1010.1,\n",
+       "    Timestamp('2023-01-05 04:00:00'): 1010.5,\n",
+       "    Timestamp('2023-01-05 05:00:00'): 1011.8,\n",
+       "    Timestamp('2023-01-05 06:00:00'): 1012.0,\n",
+       "    Timestamp('2023-01-05 07:00:00'): 1012.6,\n",
+       "    Timestamp('2023-01-05 08:00:00'): 1013.4,\n",
+       "    Timestamp('2023-01-05 09:00:00'): 1013.9,\n",
+       "    Timestamp('2023-01-05 10:00:00'): 1014.0,\n",
+       "    Timestamp('2023-01-05 11:00:00'): 1014.1,\n",
+       "    Timestamp('2023-01-05 13:00:00'): 1015.3,\n",
+       "    Timestamp('2023-01-05 14:00:00'): 1015.6,\n",
+       "    Timestamp('2023-01-05 16:00:00'): 1016.2,\n",
+       "    Timestamp('2023-01-05 17:00:00'): 1015.2,\n",
+       "    Timestamp('2023-01-05 18:00:00'): 1014.7,\n",
+       "    Timestamp('2023-01-05 19:00:00'): 1013.9,\n",
+       "    Timestamp('2023-01-05 20:00:00'): 1013.3,\n",
+       "    Timestamp('2023-01-05 21:00:00'): 1013.3,\n",
+       "    Timestamp('2023-01-05 22:00:00'): 1013.4,\n",
+       "    Timestamp('2023-01-05 23:00:00'): 1013.3,\n",
+       "    Timestamp('2023-01-06 00:00:00'): 1013.7,\n",
+       "    Timestamp('2023-01-06 01:00:00'): 1013.5,\n",
+       "    Timestamp('2023-01-06 02:00:00'): 1014.0,\n",
+       "    Timestamp('2023-01-06 03:00:00'): 1014.1,\n",
+       "    Timestamp('2023-01-06 04:00:00'): 1014.9,\n",
+       "    Timestamp('2023-01-06 05:00:00'): 1015.0,\n",
+       "    Timestamp('2023-01-06 06:00:00'): 1014.9,\n",
+       "    Timestamp('2023-01-06 07:00:00'): 1014.9,\n",
+       "    Timestamp('2023-01-06 08:00:00'): 1015.5,\n",
+       "    Timestamp('2023-01-06 09:00:00'): 1015.4,\n",
+       "    Timestamp('2023-01-06 10:00:00'): 1015.1,\n",
+       "    Timestamp('2023-01-06 11:00:00'): 1015.6,\n",
+       "    Timestamp('2023-01-06 12:00:00'): 1016.2,\n",
+       "    Timestamp('2023-01-06 13:00:00'): 1017.4,\n",
+       "    Timestamp('2023-01-06 14:00:00'): 1017.9,\n",
+       "    Timestamp('2023-01-06 15:00:00'): 1018.1,\n",
+       "    Timestamp('2023-01-06 16:00:00'): 1018.3,\n",
+       "    Timestamp('2023-01-06 17:00:00'): 1018.1,\n",
+       "    Timestamp('2023-01-06 18:00:00'): 1018.1,\n",
+       "    Timestamp('2023-01-06 19:00:00'): 1018.2,\n",
+       "    Timestamp('2023-01-06 20:00:00'): 1018.8,\n",
+       "    Timestamp('2023-01-06 21:00:00'): 1019.8,\n",
+       "    Timestamp('2023-01-06 22:00:00'): 1020.6,\n",
+       "    Timestamp('2023-01-06 23:00:00'): 1021.5,\n",
+       "    Timestamp('2023-01-07 00:00:00'): 1022.4,\n",
+       "    Timestamp('2023-01-07 01:00:00'): 1023.2,\n",
+       "    Timestamp('2023-01-07 02:00:00'): 1023.6,\n",
+       "    Timestamp('2023-01-07 03:00:00'): 1023.5,\n",
+       "    Timestamp('2023-01-07 04:00:00'): 1024.2,\n",
+       "    Timestamp('2023-01-07 05:00:00'): 1024.2,\n",
+       "    Timestamp('2023-01-07 06:00:00'): 1023.9,\n",
+       "    Timestamp('2023-01-07 07:00:00'): 1023.9,\n",
+       "    Timestamp('2023-01-07 08:00:00'): 1024.1,\n",
+       "    Timestamp('2023-01-07 09:00:00'): 1023.9,\n",
+       "    Timestamp('2023-01-07 10:00:00'): 1023.7,\n",
+       "    Timestamp('2023-01-07 11:00:00'): 1024.1,\n",
+       "    Timestamp('2023-01-07 12:00:00'): 1024.5,\n",
+       "    Timestamp('2023-01-07 13:00:00'): 1024.9,\n",
+       "    Timestamp('2023-01-07 14:00:00'): 1025.1,\n",
+       "    Timestamp('2023-01-07 15:00:00'): 1025.5,\n",
+       "    Timestamp('2023-01-07 16:00:00'): 1024.9,\n",
+       "    Timestamp('2023-01-07 17:00:00'): 1024.0,\n",
+       "    Timestamp('2023-01-07 18:00:00'): 1023.2,\n",
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+       "    Timestamp('2023-02-01 20:00:00'): 1026.0,\n",
+       "    Timestamp('2023-02-01 21:00:00'): 1026.1,\n",
+       "    Timestamp('2023-02-01 22:00:00'): 1026.7,\n",
+       "    Timestamp('2023-02-01 23:00:00'): 1027.1,\n",
+       "    Timestamp('2023-02-02 00:00:00'): 1027.1,\n",
+       "    Timestamp('2023-02-02 01:00:00'): 1027.8,\n",
+       "    Timestamp('2023-02-02 02:00:00'): 1027.4,\n",
+       "    Timestamp('2023-02-02 03:00:00'): 1027.2,\n",
+       "    Timestamp('2023-02-02 04:00:00'): 1027.9,\n",
+       "    Timestamp('2023-02-02 05:00:00'): 1027.3,\n",
+       "    Timestamp('2023-02-02 06:00:00'): 1026.9,\n",
+       "    Timestamp('2023-02-02 07:00:00'): 1027.2,\n",
+       "    Timestamp('2023-02-02 09:00:00'): 1026.3,\n",
+       "    Timestamp('2023-02-02 10:00:00'): 1026.1,\n",
+       "    Timestamp('2023-02-02 11:00:00'): 1026.1,\n",
+       "    Timestamp('2023-02-02 12:00:00'): 1025.4,\n",
+       "    Timestamp('2023-02-02 13:00:00'): 1025.4,\n",
+       "    Timestamp('2023-02-02 14:00:00'): 1026.0,\n",
+       "    Timestamp('2023-02-02 15:00:00'): 1026.1,\n",
+       "    Timestamp('2023-02-02 16:00:00'): 1025.3,\n",
+       "    Timestamp('2023-02-02 17:00:00'): 1023.7,\n",
+       "    Timestamp('2023-02-02 18:00:00'): 1022.2,\n",
+       "    Timestamp('2023-02-02 19:00:00'): 1020.6,\n",
+       "    Timestamp('2023-02-02 20:00:00'): 1019.4,\n",
+       "    Timestamp('2023-02-02 21:00:00'): 1019.1,\n",
+       "    Timestamp('2023-02-02 22:00:00'): 1018.2,\n",
+       "    Timestamp('2023-02-02 23:00:00'): 1018.0,\n",
+       "    Timestamp('2023-02-03 00:00:00'): 1017.1,\n",
+       "    Timestamp('2023-02-03 01:00:00'): 1017.0,\n",
+       "    Timestamp('2023-02-03 02:00:00'): 1016.2,\n",
+       "    Timestamp('2023-02-03 03:00:00'): 1015.3,\n",
+       "    Timestamp('2023-02-03 04:00:00'): 1015.3,\n",
+       "    Timestamp('2023-02-03 05:00:00'): 1014.4,\n",
+       "    Timestamp('2023-02-03 06:00:00'): 1013.6,\n",
+       "    Timestamp('2023-02-03 07:00:00'): 1013.8,\n",
+       "    Timestamp('2023-02-03 08:00:00'): 1013.4,\n",
+       "    Timestamp('2023-02-03 09:00:00'): 1013.0,\n",
+       "    Timestamp('2023-02-03 10:00:00'): 1013.6,\n",
+       "    Timestamp('2023-02-03 11:00:00'): 1013.9,\n",
+       "    Timestamp('2023-02-03 12:00:00'): 1014.9,\n",
+       "    Timestamp('2023-02-03 13:00:00'): 1016.6,\n",
+       "    Timestamp('2023-02-03 14:00:00'): 1018.5,\n",
+       "    Timestamp('2023-02-03 15:00:00'): 1019.5,\n",
+       "    Timestamp('2023-02-03 16:00:00'): 1021.3,\n",
+       "    Timestamp('2023-02-03 17:00:00'): 1021.5,\n",
+       "    Timestamp('2023-02-03 18:00:00'): 1021.7,\n",
+       "    Timestamp('2023-02-03 19:00:00'): 1022.3,\n",
+       "    Timestamp('2023-02-03 20:00:00'): 1023.1,\n",
+       "    Timestamp('2023-02-03 21:00:00'): 1024.1,\n",
+       "    Timestamp('2023-02-03 22:00:00'): 1026.1,\n",
+       "    Timestamp('2023-02-03 23:00:00'): 1027.5,\n",
+       "    Timestamp('2023-02-04 00:00:00'): 1029.6,\n",
+       "    Timestamp('2023-02-04 01:00:00'): 1030.8,\n",
+       "    Timestamp('2023-02-04 02:00:00'): 1031.8,\n",
+       "    Timestamp('2023-02-04 03:00:00'): 1032.9,\n",
+       "    Timestamp('2023-02-04 04:00:00'): 1033.8,\n",
+       "    Timestamp('2023-02-04 05:00:00'): 1034.9,\n",
+       "    Timestamp('2023-02-04 06:00:00'): 1035.5,\n",
+       "    Timestamp('2023-02-04 07:00:00'): 1036.0,\n",
+       "    Timestamp('2023-02-04 08:00:00'): 1036.7,\n",
+       "    Timestamp('2023-02-04 09:00:00'): 1037.3,\n",
+       "    Timestamp('2023-02-04 10:00:00'): 1038.4,\n",
+       "    Timestamp('2023-02-04 11:00:00'): 1039.0,\n",
+       "    Timestamp('2023-02-04 12:00:00'): 1040.0,\n",
+       "    Timestamp('2023-02-04 13:00:00'): 1039.9,\n",
+       "    Timestamp('2023-02-04 14:00:00'): 1040.3,\n",
+       "    Timestamp('2023-02-04 15:00:00'): 1040.5,\n",
+       "    Timestamp('2023-02-04 16:00:00'): 1039.8,\n",
+       "    Timestamp('2023-02-04 17:00:00'): 1038.8,\n",
+       "    Timestamp('2023-02-04 18:00:00'): 1037.2,\n",
+       "    Timestamp('2023-02-04 19:00:00'): 1036.0,\n",
+       "    Timestamp('2023-02-04 20:00:00'): 1035.0,\n",
+       "    Timestamp('2023-02-04 21:00:00'): 1034.2,\n",
+       "    Timestamp('2023-02-04 22:00:00'): 1033.3,\n",
+       "    Timestamp('2023-02-04 23:00:00'): 1033.3,\n",
+       "    Timestamp('2023-02-05 00:00:00'): 1033.1,\n",
+       "    Timestamp('2023-02-05 01:00:00'): 1032.2,\n",
+       "    Timestamp('2023-02-05 02:00:00'): 1031.5,\n",
+       "    Timestamp('2023-02-05 03:00:00'): 1030.9,\n",
+       "    Timestamp('2023-02-05 04:00:00'): 1030.4,\n",
+       "    Timestamp('2023-02-05 05:00:00'): 1029.8,\n",
+       "    Timestamp('2023-02-05 06:00:00'): 1029.0,\n",
+       "    Timestamp('2023-02-05 07:00:00'): 1028.4,\n",
+       "    Timestamp('2023-02-05 08:00:00'): 1028.0,\n",
+       "    Timestamp('2023-02-05 09:00:00'): 1027.5,\n",
+       "    Timestamp('2023-02-05 10:00:00'): 1027.4,\n",
+       "    Timestamp('2023-02-05 11:00:00'): 1027.3,\n",
+       "    Timestamp('2023-02-05 12:00:00'): 1027.1,\n",
+       "    Timestamp('2023-02-05 13:00:00'): 1026.4,\n",
+       "    Timestamp('2023-02-05 14:00:00'): 1026.1,\n",
+       "    Timestamp('2023-02-05 15:00:00'): 1025.2,\n",
+       "    Timestamp('2023-02-05 16:00:00'): 1024.7,\n",
+       "    Timestamp('2023-02-05 17:00:00'): 1023.0,\n",
+       "    Timestamp('2023-02-05 18:00:00'): 1021.4,\n",
+       "    Timestamp('2023-02-05 19:00:00'): 1020.5,\n",
+       "    Timestamp('2023-02-05 20:00:00'): 1019.2,\n",
+       "    Timestamp('2023-02-05 21:00:00'): 1017.9,\n",
+       "    Timestamp('2023-02-05 22:00:00'): 1017.7,\n",
+       "    Timestamp('2023-02-05 23:00:00'): 1017.8,\n",
+       "    Timestamp('2023-02-06 00:00:00'): 1017.2,\n",
+       "    Timestamp('2023-02-06 01:00:00'): 1017.2,\n",
+       "    Timestamp('2023-02-06 02:00:00'): 1017.7,\n",
+       "    Timestamp('2023-02-06 03:00:00'): 1017.6,\n",
+       "    Timestamp('2023-02-06 04:00:00'): 1017.3,\n",
+       "    Timestamp('2023-02-06 05:00:00'): 1017.0,\n",
+       "    Timestamp('2023-02-06 06:00:00'): 1016.1,\n",
+       "    Timestamp('2023-02-06 07:00:00'): 1014.7,\n",
+       "    Timestamp('2023-02-06 08:00:00'): 1014.2,\n",
+       "    Timestamp('2023-02-06 09:00:00'): 1013.9,\n",
+       "    Timestamp('2023-02-06 10:00:00'): 1014.2,\n",
+       "    Timestamp('2023-02-06 11:00:00'): 1014.9,\n",
+       "    Timestamp('2023-02-06 12:00:00'): 1015.8,\n",
+       "    Timestamp('2023-02-06 13:00:00'): 1016.6,\n",
+       "    Timestamp('2023-02-06 14:00:00'): 1017.4,\n",
+       "    Timestamp('2023-02-06 15:00:00'): 1017.9,\n",
+       "    Timestamp('2023-02-06 16:00:00'): 1018.3,\n",
+       "    Timestamp('2023-02-06 17:00:00'): 1018.4,\n",
+       "    Timestamp('2023-02-06 18:00:00'): 1018.5,\n",
+       "    Timestamp('2023-02-06 19:00:00'): 1018.8,\n",
+       "    Timestamp('2023-02-06 20:00:00'): 1019.6,\n",
+       "    Timestamp('2023-02-06 21:00:00'): 1020.5,\n",
+       "    Timestamp('2023-02-06 22:00:00'): 1021.3,\n",
+       "    Timestamp('2023-02-06 23:00:00'): 1022.5,\n",
+       "    Timestamp('2023-02-07 00:00:00'): 1023.9,\n",
+       "    Timestamp('2023-02-07 01:00:00'): 1024.8,\n",
+       "    Timestamp('2023-02-07 02:00:00'): 1025.3,\n",
+       "    Timestamp('2023-02-07 03:00:00'): 1026.2,\n",
+       "    Timestamp('2023-02-07 04:00:00'): 1026.4,\n",
+       "    Timestamp('2023-02-07 05:00:00'): 1026.3,\n",
+       "    Timestamp('2023-02-07 06:00:00'): 1026.5,\n",
+       "    Timestamp('2023-02-07 07:00:00'): 1027.2,\n",
+       "    Timestamp('2023-02-07 08:00:00'): 1027.7,\n",
+       "    Timestamp('2023-02-07 09:00:00'): 1028.2,\n",
+       "    Timestamp('2023-02-07 10:00:00'): 1028.6,\n",
+       "    Timestamp('2023-02-07 11:00:00'): 1028.5,\n",
+       "    Timestamp('2023-02-07 12:00:00'): 1028.9,\n",
+       "    Timestamp('2023-02-07 13:00:00'): 1029.3,\n",
+       "    Timestamp('2023-02-07 14:00:00'): 1029.8,\n",
+       "    Timestamp('2023-02-07 15:00:00'): 1029.7,\n",
+       "    Timestamp('2023-02-07 16:00:00'): 1029.6,\n",
+       "    Timestamp('2023-02-07 17:00:00'): 1028.7,\n",
+       "    Timestamp('2023-02-07 18:00:00'): 1026.9,\n",
+       "    Timestamp('2023-02-07 19:00:00'): 1026.0,\n",
+       "    Timestamp('2023-02-07 20:00:00'): 1024.5,\n",
+       "    Timestamp('2023-02-07 21:00:00'): 1023.9,\n",
+       "    Timestamp('2023-02-07 22:00:00'): 1023.8,\n",
+       "    Timestamp('2023-02-07 23:00:00'): 1023.1,\n",
+       "    Timestamp('2023-02-08 00:00:00'): 1022.6,\n",
+       "    Timestamp('2023-02-08 01:00:00'): 1022.6,\n",
+       "    Timestamp('2023-02-08 02:00:00'): 1021.9,\n",
+       "    Timestamp('2023-02-08 03:00:00'): 1022.0,\n",
+       "    Timestamp('2023-02-08 04:00:00'): 1021.0,\n",
+       "    Timestamp('2023-02-08 05:00:00'): 1021.0,\n",
+       "    Timestamp('2023-02-08 06:00:00'): 1020.9,\n",
+       "    Timestamp('2023-02-08 07:00:00'): 1021.1,\n",
+       "    Timestamp('2023-02-08 08:00:00'): 1020.8,\n",
+       "    Timestamp('2023-02-08 09:00:00'): 1020.7,\n",
+       "    Timestamp('2023-02-08 10:00:00'): 1021.3,\n",
+       "    Timestamp('2023-02-08 11:00:00'): 1022.1,\n",
+       "    Timestamp('2023-02-08 12:00:00'): 1023.1,\n",
+       "    Timestamp('2023-02-08 13:00:00'): 1023.5,\n",
+       "    Timestamp('2023-02-08 14:00:00'): 1024.3,\n",
+       "    Timestamp('2023-02-08 15:00:00'): 1024.5,\n",
+       "    Timestamp('2023-02-08 16:00:00'): 1025.1,\n",
+       "    Timestamp('2023-02-08 17:00:00'): 1024.7,\n",
+       "    Timestamp('2023-02-08 18:00:00'): 1024.1,\n",
+       "    Timestamp('2023-02-08 19:00:00'): 1024.0,\n",
+       "    Timestamp('2023-02-08 20:00:00'): 1024.0,\n",
+       "    Timestamp('2023-02-08 21:00:00'): 1024.5,\n",
+       "    Timestamp('2023-02-08 22:00:00'): 1025.0,\n",
+       "    Timestamp('2023-02-08 23:00:00'): 1025.7,\n",
+       "    Timestamp('2023-02-09 00:00:00'): 1026.0,\n",
+       "    Timestamp('2023-02-09 01:00:00'): 1026.5,\n",
+       "    Timestamp('2023-02-09 02:00:00'): 1026.7,\n",
+       "    Timestamp('2023-02-09 03:00:00'): 1027.1,\n",
+       "    Timestamp('2023-02-09 04:00:00'): 1027.3,\n",
+       "    Timestamp('2023-02-09 05:00:00'): 1027.1,\n",
+       "    Timestamp('2023-02-09 06:00:00'): 1026.8,\n",
+       "    Timestamp('2023-02-09 07:00:00'): 1026.4,\n",
+       "    Timestamp('2023-02-09 08:00:00'): 1026.2,\n",
+       "    Timestamp('2023-02-09 09:00:00'): 1025.4,\n",
+       "    Timestamp('2023-02-09 10:00:00'): 1025.3,\n",
+       "    Timestamp('2023-02-09 11:00:00'): 1025.0,\n",
+       "    Timestamp('2023-02-09 12:00:00'): 1024.8,\n",
+       "    Timestamp('2023-02-09 13:00:00'): 1024.2,\n",
+       "    Timestamp('2023-02-09 14:00:00'): 1023.6,\n",
+       "    Timestamp('2023-02-09 15:00:00'): 1022.6,\n",
+       "    Timestamp('2023-02-09 16:00:00'): 1021.6,\n",
+       "    Timestamp('2023-02-09 17:00:00'): 1019.8,\n",
+       "    Timestamp('2023-02-09 18:00:00'): 1018.7,\n",
+       "    Timestamp('2023-02-09 19:00:00'): 1017.6,\n",
+       "    Timestamp('2023-02-09 20:00:00'): 1015.9,\n",
+       "    Timestamp('2023-02-09 21:00:00'): 1015.0,\n",
+       "    Timestamp('2023-02-09 22:00:00'): 1014.0,\n",
+       "    Timestamp('2023-02-09 23:00:00'): 1013.6,\n",
+       "    Timestamp('2023-02-10 00:00:00'): 1012.9,\n",
+       "    Timestamp('2023-02-10 01:00:00'): 1012.7,\n",
+       "    Timestamp('2023-02-10 03:00:00'): 1011.7,\n",
+       "    Timestamp('2023-02-10 04:00:00'): 1010.8,\n",
+       "    Timestamp('2023-02-10 05:00:00'): 1010.7,\n",
+       "    Timestamp('2023-02-10 06:00:00'): 1010.4,\n",
+       "    Timestamp('2023-02-10 07:00:00'): 1010.7,\n",
+       "    Timestamp('2023-02-10 08:00:00'): 1010.9,\n",
+       "    Timestamp('2023-02-10 09:00:00'): 1011.0,\n",
+       "    Timestamp('2023-02-10 10:00:00'): 1011.5,\n",
+       "    Timestamp('2023-02-10 11:00:00'): 1012.4,\n",
+       "    Timestamp('2023-02-10 12:00:00'): 1013.8,\n",
+       "    Timestamp('2023-02-10 13:00:00'): 1015.4,\n",
+       "    Timestamp('2023-02-10 14:00:00'): 1016.3,\n",
+       "    Timestamp('2023-02-10 15:00:00'): 1016.9,\n",
+       "    Timestamp('2023-02-10 16:00:00'): 1017.3,\n",
+       "    Timestamp('2023-02-10 17:00:00'): 1017.1,\n",
+       "    Timestamp('2023-02-10 18:00:00'): 1017.0,\n",
+       "    Timestamp('2023-02-10 19:00:00'): 1017.0,\n",
+       "    Timestamp('2023-02-10 20:00:00'): 1017.4,\n",
+       "    Timestamp('2023-02-10 21:00:00'): 1018.0,\n",
+       "    Timestamp('2023-02-10 22:00:00'): 1018.9,\n",
+       "    Timestamp('2023-02-10 23:00:00'): 1019.8,\n",
+       "    Timestamp('2023-02-11 00:00:00'): 1020.4,\n",
+       "    Timestamp('2023-02-11 01:00:00'): 1021.8,\n",
+       "    Timestamp('2023-02-11 02:00:00'): 1022.4,\n",
+       "    Timestamp('2023-02-11 03:00:00'): 1022.0,\n",
+       "    Timestamp('2023-02-11 04:00:00'): 1021.7,\n",
+       "    Timestamp('2023-02-11 05:00:00'): 1022.1,\n",
+       "    Timestamp('2023-02-11 06:00:00'): 1022.5,\n",
+       "    Timestamp('2023-02-11 07:00:00'): 1022.6,\n",
+       "    Timestamp('2023-02-11 08:00:00'): 1022.9,\n",
+       "    Timestamp('2023-02-11 09:00:00'): 1023.0,\n",
+       "    Timestamp('2023-02-11 10:00:00'): 1024.3,\n",
+       "    Timestamp('2023-02-11 11:00:00'): 1025.3,\n",
+       "    Timestamp('2023-02-11 12:00:00'): 1026.6,\n",
+       "    Timestamp('2023-02-11 13:00:00'): 1027.7,\n",
+       "    Timestamp('2023-02-11 14:00:00'): 1028.6,\n",
+       "    Timestamp('2023-02-11 15:00:00'): 1028.7,\n",
+       "    Timestamp('2023-02-11 16:00:00'): 1028.9,\n",
+       "    Timestamp('2023-02-11 17:00:00'): 1028.6,\n",
+       "    Timestamp('2023-02-11 18:00:00'): 1027.9,\n",
+       "    Timestamp('2023-02-11 19:00:00'): 1028.1,\n",
+       "    ...},\n",
+       "   'ATMP': {Timestamp('2023-01-01 00:00:00'): 10.5,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 10.1,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 8.5,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 7.4,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 12.0,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 13.4,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 13.1,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 12.7,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 12.1,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 11.9,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 11.4,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 11.0,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 11.3,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 10.1,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 10.9,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 11.8,\n",
+       "    Timestamp('2023-01-01 16:00:00'): 12.9,\n",
+       "    Timestamp('2023-01-01 17:00:00'): 13.8,\n",
+       "    Timestamp('2023-01-01 18:00:00'): 15.0,\n",
+       "    Timestamp('2023-01-01 19:00:00'): 13.1,\n",
+       "    Timestamp('2023-01-01 20:00:00'): 11.6,\n",
+       "    Timestamp('2023-01-01 21:00:00'): 10.7,\n",
+       "    Timestamp('2023-01-01 22:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-01 23:00:00'): 8.8,\n",
+       "    Timestamp('2023-01-02 00:00:00'): 8.0,\n",
+       "    Timestamp('2023-01-02 01:00:00'): 7.3,\n",
+       "    Timestamp('2023-01-02 02:00:00'): 7.5,\n",
+       "    Timestamp('2023-01-02 03:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-02 04:00:00'): 7.4,\n",
+       "    Timestamp('2023-01-02 05:00:00'): 7.0,\n",
+       "    Timestamp('2023-01-02 06:00:00'): 7.0,\n",
+       "    Timestamp('2023-01-02 07:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-02 08:00:00'): 6.9,\n",
+       "    Timestamp('2023-01-02 09:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-02 10:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-02 11:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-02 12:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-02 13:00:00'): 6.3,\n",
+       "    Timestamp('2023-01-02 14:00:00'): 7.0,\n",
+       "    Timestamp('2023-01-02 15:00:00'): 7.4,\n",
+       "    Timestamp('2023-01-02 16:00:00'): 8.0,\n",
+       "    Timestamp('2023-01-02 17:00:00'): 9.8,\n",
+       "    Timestamp('2023-01-02 18:00:00'): 10.0,\n",
+       "    Timestamp('2023-01-02 19:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-02 20:00:00'): 9.9,\n",
+       "    Timestamp('2023-01-02 21:00:00'): 9.9,\n",
+       "    Timestamp('2023-01-02 22:00:00'): 8.7,\n",
+       "    Timestamp('2023-01-02 23:00:00'): 9.9,\n",
+       "    Timestamp('2023-01-03 00:00:00'): 10.5,\n",
+       "    Timestamp('2023-01-03 01:00:00'): 9.9,\n",
+       "    Timestamp('2023-01-03 02:00:00'): 9.5,\n",
+       "    Timestamp('2023-01-03 03:00:00'): 8.2,\n",
+       "    Timestamp('2023-01-03 04:00:00'): 8.0,\n",
+       "    Timestamp('2023-01-03 05:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-03 06:00:00'): 7.4,\n",
+       "    Timestamp('2023-01-03 07:00:00'): 7.2,\n",
+       "    Timestamp('2023-01-03 08:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-03 09:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-03 10:00:00'): 8.5,\n",
+       "    Timestamp('2023-01-03 11:00:00'): 8.5,\n",
+       "    Timestamp('2023-01-03 12:00:00'): 8.9,\n",
+       "    Timestamp('2023-01-03 13:00:00'): 9.1,\n",
+       "    Timestamp('2023-01-03 14:00:00'): 8.6,\n",
+       "    Timestamp('2023-01-03 15:00:00'): 8.5,\n",
+       "    Timestamp('2023-01-03 16:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-03 17:00:00'): 11.3,\n",
+       "    Timestamp('2023-01-03 18:00:00'): 13.9,\n",
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+       "    Timestamp('2023-01-29 22:00:00'): 8.2,\n",
+       "    Timestamp('2023-01-29 23:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-30 00:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-30 01:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-30 02:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-30 03:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-30 04:00:00'): 7.0,\n",
+       "    Timestamp('2023-01-30 05:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-30 06:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-30 07:00:00'): 6.9,\n",
+       "    Timestamp('2023-01-30 08:00:00'): 6.1,\n",
+       "    Timestamp('2023-01-30 09:00:00'): 5.8,\n",
+       "    Timestamp('2023-01-30 10:00:00'): 5.9,\n",
+       "    Timestamp('2023-01-30 11:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-30 12:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-30 13:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-30 14:00:00'): 5.8,\n",
+       "    Timestamp('2023-01-30 15:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-30 16:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-30 17:00:00'): 8.1,\n",
+       "    Timestamp('2023-01-30 18:00:00'): 9.5,\n",
+       "    Timestamp('2023-01-30 19:00:00'): 9.1,\n",
+       "    Timestamp('2023-01-30 20:00:00'): 10.4,\n",
+       "    Timestamp('2023-01-30 21:00:00'): 8.9,\n",
+       "    Timestamp('2023-01-30 22:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-30 23:00:00'): 7.2,\n",
+       "    Timestamp('2023-01-31 00:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-31 01:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-31 02:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-31 03:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-31 04:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-31 05:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-31 06:00:00'): 6.5,\n",
+       "    Timestamp('2023-01-31 07:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-31 08:00:00'): 7.1,\n",
+       "    Timestamp('2023-01-31 09:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-31 10:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-31 11:00:00'): 7.2,\n",
+       "    Timestamp('2023-01-31 12:00:00'): 7.4,\n",
+       "    Timestamp('2023-01-31 13:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-31 14:00:00'): 5.3,\n",
+       "    Timestamp('2023-01-31 15:00:00'): 4.5,\n",
+       "    Timestamp('2023-01-31 16:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-31 17:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-31 18:00:00'): 3.4,\n",
+       "    Timestamp('2023-01-31 19:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-31 20:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-31 21:00:00'): 3.1,\n",
+       "    Timestamp('2023-01-31 22:00:00'): 2.8,\n",
+       "    Timestamp('2023-01-31 23:00:00'): 2.7,\n",
+       "    Timestamp('2023-02-01 00:00:00'): 2.5,\n",
+       "    Timestamp('2023-02-01 01:00:00'): 2.8,\n",
+       "    Timestamp('2023-02-01 02:00:00'): 2.9,\n",
+       "    Timestamp('2023-02-01 03:00:00'): 2.8,\n",
+       "    Timestamp('2023-02-01 04:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-01 05:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-01 06:00:00'): 2.4,\n",
+       "    Timestamp('2023-02-01 07:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-01 08:00:00'): 1.6,\n",
+       "    Timestamp('2023-02-01 09:00:00'): 0.4,\n",
+       "    Timestamp('2023-02-01 10:00:00'): 0.3,\n",
+       "    Timestamp('2023-02-01 11:00:00'): 0.2,\n",
+       "    Timestamp('2023-02-01 12:00:00'): 0.5,\n",
+       "    Timestamp('2023-02-01 13:00:00'): 0.5,\n",
+       "    Timestamp('2023-02-01 14:00:00'): 1.1,\n",
+       "    Timestamp('2023-02-01 15:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-01 16:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-01 17:00:00'): 1.5,\n",
+       "    Timestamp('2023-02-01 18:00:00'): 1.8,\n",
+       "    Timestamp('2023-02-01 19:00:00'): 2.6,\n",
+       "    Timestamp('2023-02-01 20:00:00'): 3.1,\n",
+       "    Timestamp('2023-02-01 21:00:00'): 3.2,\n",
+       "    Timestamp('2023-02-01 22:00:00'): 3.2,\n",
+       "    Timestamp('2023-02-01 23:00:00'): 2.9,\n",
+       "    Timestamp('2023-02-02 00:00:00'): 2.4,\n",
+       "    Timestamp('2023-02-02 01:00:00'): 1.9,\n",
+       "    Timestamp('2023-02-02 02:00:00'): 1.7,\n",
+       "    Timestamp('2023-02-02 03:00:00'): 1.4,\n",
+       "    Timestamp('2023-02-02 04:00:00'): 1.7,\n",
+       "    Timestamp('2023-02-02 05:00:00'): 1.7,\n",
+       "    Timestamp('2023-02-02 06:00:00'): 1.1,\n",
+       "    Timestamp('2023-02-02 07:00:00'): 1.1,\n",
+       "    Timestamp('2023-02-02 09:00:00'): 0.4,\n",
+       "    Timestamp('2023-02-02 10:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-02 11:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-02 12:00:00'): 1.1,\n",
+       "    Timestamp('2023-02-02 13:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-02 14:00:00'): 0.8,\n",
+       "    Timestamp('2023-02-02 15:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-02 16:00:00'): 0.9,\n",
+       "    Timestamp('2023-02-02 17:00:00'): 1.4,\n",
+       "    Timestamp('2023-02-02 18:00:00'): 1.7,\n",
+       "    Timestamp('2023-02-02 19:00:00'): 2.1,\n",
+       "    Timestamp('2023-02-02 20:00:00'): 2.6,\n",
+       "    Timestamp('2023-02-02 21:00:00'): 3.1,\n",
+       "    Timestamp('2023-02-02 22:00:00'): 3.7,\n",
+       "    Timestamp('2023-02-02 23:00:00'): 3.3,\n",
+       "    Timestamp('2023-02-03 00:00:00'): 2.5,\n",
+       "    Timestamp('2023-02-03 01:00:00'): 2.4,\n",
+       "    Timestamp('2023-02-03 02:00:00'): 2.5,\n",
+       "    Timestamp('2023-02-03 03:00:00'): 2.8,\n",
+       "    Timestamp('2023-02-03 04:00:00'): 3.2,\n",
+       "    Timestamp('2023-02-03 05:00:00'): 3.4,\n",
+       "    Timestamp('2023-02-03 06:00:00'): 3.3,\n",
+       "    Timestamp('2023-02-03 07:00:00'): 3.3,\n",
+       "    Timestamp('2023-02-03 08:00:00'): 4.4,\n",
+       "    Timestamp('2023-02-03 09:00:00'): 4.4,\n",
+       "    Timestamp('2023-02-03 10:00:00'): 4.2,\n",
+       "    Timestamp('2023-02-03 11:00:00'): 4.0,\n",
+       "    Timestamp('2023-02-03 12:00:00'): 3.7,\n",
+       "    Timestamp('2023-02-03 13:00:00'): 1.6,\n",
+       "    Timestamp('2023-02-03 14:00:00'): 0.3,\n",
+       "    Timestamp('2023-02-03 15:00:00'): -0.7,\n",
+       "    Timestamp('2023-02-03 16:00:00'): -1.8,\n",
+       "    Timestamp('2023-02-03 17:00:00'): -2.0,\n",
+       "    Timestamp('2023-02-03 18:00:00'): -2.4,\n",
+       "    Timestamp('2023-02-03 19:00:00'): -2.2,\n",
+       "    Timestamp('2023-02-03 20:00:00'): -2.2,\n",
+       "    Timestamp('2023-02-03 21:00:00'): -2.2,\n",
+       "    Timestamp('2023-02-03 22:00:00'): -2.5,\n",
+       "    Timestamp('2023-02-03 23:00:00'): -3.4,\n",
+       "    Timestamp('2023-02-04 00:00:00'): -4.1,\n",
+       "    Timestamp('2023-02-04 01:00:00'): -4.9,\n",
+       "    Timestamp('2023-02-04 02:00:00'): -5.4,\n",
+       "    Timestamp('2023-02-04 03:00:00'): -6.0,\n",
+       "    Timestamp('2023-02-04 04:00:00'): -6.5,\n",
+       "    Timestamp('2023-02-04 05:00:00'): -7.1,\n",
+       "    Timestamp('2023-02-04 06:00:00'): -7.7,\n",
+       "    Timestamp('2023-02-04 07:00:00'): -8.2,\n",
+       "    Timestamp('2023-02-04 08:00:00'): -8.4,\n",
+       "    Timestamp('2023-02-04 09:00:00'): -8.5,\n",
+       "    Timestamp('2023-02-04 10:00:00'): -8.4,\n",
+       "    Timestamp('2023-02-04 11:00:00'): -8.4,\n",
+       "    Timestamp('2023-02-04 12:00:00'): -8.5,\n",
+       "    Timestamp('2023-02-04 13:00:00'): -8.4,\n",
+       "    Timestamp('2023-02-04 14:00:00'): -8.0,\n",
+       "    Timestamp('2023-02-04 15:00:00'): -7.2,\n",
+       "    Timestamp('2023-02-04 16:00:00'): -6.7,\n",
+       "    Timestamp('2023-02-04 17:00:00'): -6.6,\n",
+       "    Timestamp('2023-02-04 18:00:00'): -6.0,\n",
+       "    Timestamp('2023-02-04 19:00:00'): -4.9,\n",
+       "    Timestamp('2023-02-04 20:00:00'): -3.8,\n",
+       "    Timestamp('2023-02-04 21:00:00'): -2.5,\n",
+       "    Timestamp('2023-02-04 22:00:00'): -2.0,\n",
+       "    Timestamp('2023-02-04 23:00:00'): -1.7,\n",
+       "    Timestamp('2023-02-05 00:00:00'): -0.5,\n",
+       "    Timestamp('2023-02-05 01:00:00'): -0.3,\n",
+       "    Timestamp('2023-02-05 02:00:00'): 0.1,\n",
+       "    Timestamp('2023-02-05 03:00:00'): 0.5,\n",
+       "    Timestamp('2023-02-05 04:00:00'): 0.4,\n",
+       "    Timestamp('2023-02-05 05:00:00'): 0.6,\n",
+       "    Timestamp('2023-02-05 06:00:00'): 1.0,\n",
+       "    Timestamp('2023-02-05 07:00:00'): 1.5,\n",
+       "    Timestamp('2023-02-05 08:00:00'): 1.8,\n",
+       "    Timestamp('2023-02-05 09:00:00'): 1.8,\n",
+       "    Timestamp('2023-02-05 10:00:00'): 1.9,\n",
+       "    Timestamp('2023-02-05 11:00:00'): 2.1,\n",
+       "    Timestamp('2023-02-05 12:00:00'): 2.1,\n",
+       "    Timestamp('2023-02-05 13:00:00'): 2.2,\n",
+       "    Timestamp('2023-02-05 14:00:00'): 2.5,\n",
+       "    Timestamp('2023-02-05 15:00:00'): 3.1,\n",
+       "    Timestamp('2023-02-05 16:00:00'): 3.7,\n",
+       "    Timestamp('2023-02-05 17:00:00'): 4.3,\n",
+       "    Timestamp('2023-02-05 18:00:00'): 5.7,\n",
+       "    Timestamp('2023-02-05 19:00:00'): 7.4,\n",
+       "    Timestamp('2023-02-05 20:00:00'): 7.8,\n",
+       "    Timestamp('2023-02-05 21:00:00'): 7.6,\n",
+       "    Timestamp('2023-02-05 22:00:00'): 7.3,\n",
+       "    Timestamp('2023-02-05 23:00:00'): 7.6,\n",
+       "    Timestamp('2023-02-06 00:00:00'): 6.8,\n",
+       "    Timestamp('2023-02-06 01:00:00'): 7.8,\n",
+       "    Timestamp('2023-02-06 02:00:00'): 6.3,\n",
+       "    Timestamp('2023-02-06 03:00:00'): 7.7,\n",
+       "    Timestamp('2023-02-06 04:00:00'): 7.8,\n",
+       "    Timestamp('2023-02-06 05:00:00'): 8.2,\n",
+       "    Timestamp('2023-02-06 06:00:00'): 7.8,\n",
+       "    Timestamp('2023-02-06 07:00:00'): 8.1,\n",
+       "    Timestamp('2023-02-06 08:00:00'): 8.7,\n",
+       "    Timestamp('2023-02-06 09:00:00'): 8.5,\n",
+       "    Timestamp('2023-02-06 10:00:00'): 8.1,\n",
+       "    Timestamp('2023-02-06 11:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-06 12:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-06 13:00:00'): 8.5,\n",
+       "    Timestamp('2023-02-06 14:00:00'): 7.5,\n",
+       "    Timestamp('2023-02-06 15:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-06 16:00:00'): 9.6,\n",
+       "    Timestamp('2023-02-06 17:00:00'): 9.4,\n",
+       "    Timestamp('2023-02-06 18:00:00'): 9.3,\n",
+       "    Timestamp('2023-02-06 19:00:00'): 8.8,\n",
+       "    Timestamp('2023-02-06 20:00:00'): 8.3,\n",
+       "    Timestamp('2023-02-06 21:00:00'): 8.3,\n",
+       "    Timestamp('2023-02-06 22:00:00'): 7.9,\n",
+       "    Timestamp('2023-02-06 23:00:00'): 7.6,\n",
+       "    Timestamp('2023-02-07 00:00:00'): 7.3,\n",
+       "    Timestamp('2023-02-07 01:00:00'): 6.9,\n",
+       "    Timestamp('2023-02-07 02:00:00'): 5.6,\n",
+       "    Timestamp('2023-02-07 03:00:00'): 5.0,\n",
+       "    Timestamp('2023-02-07 04:00:00'): 4.8,\n",
+       "    Timestamp('2023-02-07 05:00:00'): 4.2,\n",
+       "    Timestamp('2023-02-07 06:00:00'): 3.7,\n",
+       "    Timestamp('2023-02-07 07:00:00'): 2.7,\n",
+       "    Timestamp('2023-02-07 08:00:00'): 2.7,\n",
+       "    Timestamp('2023-02-07 09:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-07 10:00:00'): 1.8,\n",
+       "    Timestamp('2023-02-07 11:00:00'): 2.2,\n",
+       "    Timestamp('2023-02-07 12:00:00'): 1.9,\n",
+       "    Timestamp('2023-02-07 13:00:00'): 2.3,\n",
+       "    Timestamp('2023-02-07 14:00:00'): 2.5,\n",
+       "    Timestamp('2023-02-07 15:00:00'): 2.4,\n",
+       "    Timestamp('2023-02-07 16:00:00'): 2.9,\n",
+       "    Timestamp('2023-02-07 17:00:00'): 3.2,\n",
+       "    Timestamp('2023-02-07 18:00:00'): 4.0,\n",
+       "    Timestamp('2023-02-07 19:00:00'): 4.5,\n",
+       "    Timestamp('2023-02-07 20:00:00'): 4.9,\n",
+       "    Timestamp('2023-02-07 21:00:00'): 5.2,\n",
+       "    Timestamp('2023-02-07 22:00:00'): 5.6,\n",
+       "    Timestamp('2023-02-07 23:00:00'): 5.8,\n",
+       "    Timestamp('2023-02-08 00:00:00'): 5.7,\n",
+       "    Timestamp('2023-02-08 01:00:00'): 5.8,\n",
+       "    Timestamp('2023-02-08 02:00:00'): 5.6,\n",
+       "    Timestamp('2023-02-08 03:00:00'): 5.7,\n",
+       "    Timestamp('2023-02-08 04:00:00'): 6.0,\n",
+       "    Timestamp('2023-02-08 05:00:00'): 5.9,\n",
+       "    Timestamp('2023-02-08 06:00:00'): 5.6,\n",
+       "    Timestamp('2023-02-08 07:00:00'): 5.8,\n",
+       "    Timestamp('2023-02-08 08:00:00'): 4.9,\n",
+       "    Timestamp('2023-02-08 09:00:00'): 5.5,\n",
+       "    Timestamp('2023-02-08 10:00:00'): 5.8,\n",
+       "    Timestamp('2023-02-08 11:00:00'): 6.1,\n",
+       "    Timestamp('2023-02-08 12:00:00'): 6.4,\n",
+       "    Timestamp('2023-02-08 13:00:00'): 6.7,\n",
+       "    Timestamp('2023-02-08 14:00:00'): 6.2,\n",
+       "    Timestamp('2023-02-08 15:00:00'): 8.3,\n",
+       "    Timestamp('2023-02-08 16:00:00'): 9.1,\n",
+       "    Timestamp('2023-02-08 17:00:00'): 15.0,\n",
+       "    Timestamp('2023-02-08 18:00:00'): 15.6,\n",
+       "    Timestamp('2023-02-08 19:00:00'): 15.7,\n",
+       "    Timestamp('2023-02-08 20:00:00'): 16.1,\n",
+       "    Timestamp('2023-02-08 21:00:00'): 15.6,\n",
+       "    Timestamp('2023-02-08 22:00:00'): 16.1,\n",
+       "    Timestamp('2023-02-08 23:00:00'): 14.8,\n",
+       "    Timestamp('2023-02-09 00:00:00'): 13.8,\n",
+       "    Timestamp('2023-02-09 01:00:00'): 12.0,\n",
+       "    Timestamp('2023-02-09 02:00:00'): 10.3,\n",
+       "    Timestamp('2023-02-09 03:00:00'): 9.5,\n",
+       "    Timestamp('2023-02-09 04:00:00'): 9.2,\n",
+       "    Timestamp('2023-02-09 05:00:00'): 8.7,\n",
+       "    Timestamp('2023-02-09 06:00:00'): 8.1,\n",
+       "    Timestamp('2023-02-09 07:00:00'): 7.7,\n",
+       "    Timestamp('2023-02-09 08:00:00'): 6.7,\n",
+       "    Timestamp('2023-02-09 09:00:00'): 6.6,\n",
+       "    Timestamp('2023-02-09 10:00:00'): 6.5,\n",
+       "    Timestamp('2023-02-09 11:00:00'): 6.8,\n",
+       "    Timestamp('2023-02-09 12:00:00'): 6.1,\n",
+       "    Timestamp('2023-02-09 13:00:00'): 6.7,\n",
+       "    Timestamp('2023-02-09 14:00:00'): 6.3,\n",
+       "    Timestamp('2023-02-09 15:00:00'): 7.9,\n",
+       "    Timestamp('2023-02-09 16:00:00'): 8.2,\n",
+       "    Timestamp('2023-02-09 17:00:00'): 8.7,\n",
+       "    Timestamp('2023-02-09 18:00:00'): 8.9,\n",
+       "    Timestamp('2023-02-09 19:00:00'): 7.5,\n",
+       "    Timestamp('2023-02-09 20:00:00'): 11.2,\n",
+       "    Timestamp('2023-02-09 21:00:00'): 11.4,\n",
+       "    Timestamp('2023-02-09 22:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-09 23:00:00'): 9.9,\n",
+       "    Timestamp('2023-02-10 00:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-10 01:00:00'): 10.8,\n",
+       "    Timestamp('2023-02-10 03:00:00'): 10.1,\n",
+       "    Timestamp('2023-02-10 04:00:00'): 10.5,\n",
+       "    Timestamp('2023-02-10 05:00:00'): 10.3,\n",
+       "    Timestamp('2023-02-10 06:00:00'): 10.1,\n",
+       "    Timestamp('2023-02-10 07:00:00'): 10.5,\n",
+       "    Timestamp('2023-02-10 08:00:00'): 12.9,\n",
+       "    Timestamp('2023-02-10 09:00:00'): 14.3,\n",
+       "    Timestamp('2023-02-10 10:00:00'): 14.9,\n",
+       "    Timestamp('2023-02-10 11:00:00'): 14.5,\n",
+       "    Timestamp('2023-02-10 12:00:00'): 16.3,\n",
+       "    Timestamp('2023-02-10 13:00:00'): 14.7,\n",
+       "    Timestamp('2023-02-10 14:00:00'): 12.9,\n",
+       "    Timestamp('2023-02-10 15:00:00'): 13.2,\n",
+       "    Timestamp('2023-02-10 16:00:00'): 12.5,\n",
+       "    Timestamp('2023-02-10 17:00:00'): 13.0,\n",
+       "    Timestamp('2023-02-10 18:00:00'): 13.3,\n",
+       "    Timestamp('2023-02-10 19:00:00'): 13.3,\n",
+       "    Timestamp('2023-02-10 20:00:00'): 13.2,\n",
+       "    Timestamp('2023-02-10 21:00:00'): 13.6,\n",
+       "    Timestamp('2023-02-10 22:00:00'): 13.2,\n",
+       "    Timestamp('2023-02-10 23:00:00'): 12.6,\n",
+       "    Timestamp('2023-02-11 00:00:00'): 11.2,\n",
+       "    Timestamp('2023-02-11 01:00:00'): 10.0,\n",
+       "    Timestamp('2023-02-11 02:00:00'): 9.2,\n",
+       "    Timestamp('2023-02-11 03:00:00'): 8.8,\n",
+       "    Timestamp('2023-02-11 04:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-11 05:00:00'): 8.6,\n",
+       "    Timestamp('2023-02-11 06:00:00'): 8.3,\n",
+       "    Timestamp('2023-02-11 07:00:00'): 8.1,\n",
+       "    Timestamp('2023-02-11 08:00:00'): 7.6,\n",
+       "    Timestamp('2023-02-11 09:00:00'): 6.8,\n",
+       "    Timestamp('2023-02-11 10:00:00'): 5.6,\n",
+       "    Timestamp('2023-02-11 11:00:00'): 5.1,\n",
+       "    Timestamp('2023-02-11 12:00:00'): 4.9,\n",
+       "    Timestamp('2023-02-11 13:00:00'): 4.6,\n",
+       "    Timestamp('2023-02-11 14:00:00'): 4.6,\n",
+       "    Timestamp('2023-02-11 15:00:00'): 4.7,\n",
+       "    Timestamp('2023-02-11 16:00:00'): 4.4,\n",
+       "    Timestamp('2023-02-11 17:00:00'): 4.5,\n",
+       "    Timestamp('2023-02-11 18:00:00'): 4.8,\n",
+       "    Timestamp('2023-02-11 19:00:00'): 5.2,\n",
+       "    ...},\n",
+       "   'WTMP': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
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+       "    Timestamp('2023-01-29 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-29 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 19:00:00'): nan,\n",
+       "    ...},\n",
+       "   'DEWP': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
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+       "    Timestamp('2023-01-30 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 19:00:00'): nan,\n",
+       "    ...},\n",
+       "   'VIS': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:00:00'): nan,\n",
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+       "    Timestamp('2023-01-30 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-30 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-31 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 19:00:00'): nan,\n",
+       "    ...},\n",
+       "   'TIDE': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 02:00:00'): nan,\n",
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+       "    Timestamp('2023-02-01 15:00:00'): nan,\n",
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+       "    Timestamp('2023-02-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 20:00:00'): nan,\n",
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+       "    Timestamp('2023-02-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 02:00:00'): nan,\n",
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+       "    Timestamp('2023-02-02 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 07:00:00'): nan,\n",
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+       "    Timestamp('2023-02-02 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 18:00:00'): nan,\n",
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+       "    Timestamp('2023-02-02 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-02 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 00:00:00'): nan,\n",
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+       "    Timestamp('2023-02-03 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 03:00:00'): nan,\n",
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+       "    Timestamp('2023-02-03 05:00:00'): nan,\n",
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+       "    Timestamp('2023-02-03 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 10:00:00'): nan,\n",
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+       "    Timestamp('2023-02-03 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-05 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-06 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-07 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-08 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-09 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 19:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 20:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 21:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 22:00:00'): nan,\n",
+       "    Timestamp('2023-02-10 23:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 00:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 01:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 02:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 03:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 04:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 05:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 06:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 07:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 08:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 09:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 10:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 11:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 12:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 13:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 14:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 15:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 16:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 17:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 18:00:00'): nan,\n",
+       "    Timestamp('2023-02-11 19:00:00'): nan,\n",
+       "    ...}},\n",
+       "  {'WDIR': {Timestamp('2023-01-01 00:00:00'): 124.0,\n",
+       "    Timestamp('2023-01-01 00:06:00'): 120.0,\n",
+       "    Timestamp('2023-01-01 00:12:00'): 140.0,\n",
+       "    Timestamp('2023-01-01 00:18:00'): 171.0,\n",
+       "    Timestamp('2023-01-01 00:24:00'): 165.0,\n",
+       "    Timestamp('2023-01-01 00:30:00'): 180.0,\n",
+       "    Timestamp('2023-01-01 00:36:00'): 257.0,\n",
+       "    Timestamp('2023-01-01 00:42:00'): 231.0,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 131.0,\n",
+       "    Timestamp('2023-01-01 01:06:00'): 107.0,\n",
+       "    Timestamp('2023-01-01 01:12:00'): 107.0,\n",
+       "    Timestamp('2023-01-01 01:18:00'): 157.0,\n",
+       "    Timestamp('2023-01-01 01:24:00'): 96.0,\n",
+       "    Timestamp('2023-01-01 01:30:00'): 90.0,\n",
+       "    Timestamp('2023-01-01 01:36:00'): 92.0,\n",
+       "    Timestamp('2023-01-01 01:42:00'): 178.0,\n",
+       "    Timestamp('2023-01-01 01:48:00'): 168.0,\n",
+       "    Timestamp('2023-01-01 01:54:00'): 288.0,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 239.0,\n",
+       "    Timestamp('2023-01-01 02:06:00'): 308.0,\n",
+       "    Timestamp('2023-01-01 02:12:00'): 315.0,\n",
+       "    Timestamp('2023-01-01 02:18:00'): 325.0,\n",
+       "    Timestamp('2023-01-01 02:24:00'): 297.0,\n",
+       "    Timestamp('2023-01-01 02:30:00'): 321.0,\n",
+       "    Timestamp('2023-01-01 02:36:00'): 351.0,\n",
+       "    Timestamp('2023-01-01 02:42:00'): 338.0,\n",
+       "    Timestamp('2023-01-01 02:48:00'): 38.0,\n",
+       "    Timestamp('2023-01-01 02:54:00'): 45.0,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 179.0,\n",
+       "    Timestamp('2023-01-01 03:06:00'): 127.0,\n",
+       "    Timestamp('2023-01-01 03:12:00'): 101.0,\n",
+       "    Timestamp('2023-01-01 03:18:00'): 116.0,\n",
+       "    Timestamp('2023-01-01 03:24:00'): 146.0,\n",
+       "    Timestamp('2023-01-01 03:30:00'): 140.0,\n",
+       "    Timestamp('2023-01-01 03:36:00'): 94.0,\n",
+       "    Timestamp('2023-01-01 03:42:00'): 93.0,\n",
+       "    Timestamp('2023-01-01 03:48:00'): 98.0,\n",
+       "    Timestamp('2023-01-01 03:54:00'): 128.0,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 196.0,\n",
+       "    Timestamp('2023-01-01 04:06:00'): 159.0,\n",
+       "    Timestamp('2023-01-01 04:12:00'): 284.0,\n",
+       "    Timestamp('2023-01-01 04:18:00'): 265.0,\n",
+       "    Timestamp('2023-01-01 04:24:00'): 252.0,\n",
+       "    Timestamp('2023-01-01 04:30:00'): 238.0,\n",
+       "    Timestamp('2023-01-01 04:36:00'): 273.0,\n",
+       "    Timestamp('2023-01-01 04:42:00'): 299.0,\n",
+       "    Timestamp('2023-01-01 04:48:00'): 314.0,\n",
+       "    Timestamp('2023-01-01 04:54:00'): 286.0,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 267.0,\n",
+       "    Timestamp('2023-01-01 05:06:00'): 245.0,\n",
+       "    Timestamp('2023-01-01 05:12:00'): 245.0,\n",
+       "    Timestamp('2023-01-01 05:18:00'): 249.0,\n",
+       "    Timestamp('2023-01-01 05:24:00'): 270.0,\n",
+       "    Timestamp('2023-01-01 05:30:00'): 257.0,\n",
+       "    Timestamp('2023-01-01 05:36:00'): 247.0,\n",
+       "    Timestamp('2023-01-01 05:42:00'): 248.0,\n",
+       "    Timestamp('2023-01-01 05:48:00'): 243.0,\n",
+       "    Timestamp('2023-01-01 05:54:00'): 245.0,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 230.0,\n",
+       "    Timestamp('2023-01-01 06:06:00'): 246.0,\n",
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+       "    Timestamp('2023-01-03 21:00:00'): 163.0,\n",
+       "    Timestamp('2023-01-03 21:06:00'): 148.0,\n",
+       "    Timestamp('2023-01-03 21:12:00'): 141.0,\n",
+       "    Timestamp('2023-01-03 21:18:00'): 140.0,\n",
+       "    Timestamp('2023-01-03 21:24:00'): 138.0,\n",
+       "    Timestamp('2023-01-03 21:30:00'): 146.0,\n",
+       "    Timestamp('2023-01-03 21:36:00'): 153.0,\n",
+       "    Timestamp('2023-01-03 21:42:00'): 147.0,\n",
+       "    Timestamp('2023-01-03 21:48:00'): 140.0,\n",
+       "    Timestamp('2023-01-03 21:54:00'): 140.0,\n",
+       "    Timestamp('2023-01-03 22:00:00'): 136.0,\n",
+       "    Timestamp('2023-01-03 22:06:00'): 135.0,\n",
+       "    Timestamp('2023-01-03 22:12:00'): 159.0,\n",
+       "    Timestamp('2023-01-03 22:18:00'): 160.0,\n",
+       "    Timestamp('2023-01-03 22:24:00'): 141.0,\n",
+       "    Timestamp('2023-01-03 22:30:00'): 143.0,\n",
+       "    Timestamp('2023-01-03 22:36:00'): 140.0,\n",
+       "    Timestamp('2023-01-03 22:42:00'): 152.0,\n",
+       "    Timestamp('2023-01-03 22:48:00'): 156.0,\n",
+       "    Timestamp('2023-01-03 22:54:00'): 164.0,\n",
+       "    Timestamp('2023-01-03 23:00:00'): 144.0,\n",
+       "    Timestamp('2023-01-03 23:06:00'): 134.0,\n",
+       "    Timestamp('2023-01-03 23:12:00'): 125.0,\n",
+       "    Timestamp('2023-01-03 23:18:00'): 141.0,\n",
+       "    Timestamp('2023-01-03 23:24:00'): 138.0,\n",
+       "    Timestamp('2023-01-03 23:30:00'): 141.0,\n",
+       "    Timestamp('2023-01-03 23:36:00'): 136.0,\n",
+       "    Timestamp('2023-01-03 23:42:00'): 140.0,\n",
+       "    Timestamp('2023-01-03 23:48:00'): 137.0,\n",
+       "    Timestamp('2023-01-03 23:54:00'): 130.0,\n",
+       "    Timestamp('2023-01-04 00:00:00'): 130.0,\n",
+       "    Timestamp('2023-01-04 00:06:00'): 123.0,\n",
+       "    Timestamp('2023-01-04 00:12:00'): 122.0,\n",
+       "    Timestamp('2023-01-04 00:18:00'): 121.0,\n",
+       "    Timestamp('2023-01-04 00:24:00'): 110.0,\n",
+       "    Timestamp('2023-01-04 00:30:00'): 95.0,\n",
+       "    Timestamp('2023-01-04 00:36:00'): 119.0,\n",
+       "    Timestamp('2023-01-04 00:42:00'): 116.0,\n",
+       "    Timestamp('2023-01-04 00:48:00'): 88.0,\n",
+       "    Timestamp('2023-01-04 00:54:00'): 83.0,\n",
+       "    Timestamp('2023-01-04 01:00:00'): 97.0,\n",
+       "    Timestamp('2023-01-04 01:06:00'): 93.0,\n",
+       "    Timestamp('2023-01-04 01:12:00'): 117.0,\n",
+       "    Timestamp('2023-01-04 01:18:00'): 109.0,\n",
+       "    Timestamp('2023-01-04 01:24:00'): 123.0,\n",
+       "    Timestamp('2023-01-04 01:30:00'): 123.0,\n",
+       "    Timestamp('2023-01-04 01:36:00'): 140.0,\n",
+       "    Timestamp('2023-01-04 01:42:00'): 134.0,\n",
+       "    Timestamp('2023-01-04 01:48:00'): 139.0,\n",
+       "    Timestamp('2023-01-04 01:54:00'): 129.0,\n",
+       "    Timestamp('2023-01-04 02:00:00'): 120.0,\n",
+       "    Timestamp('2023-01-04 02:06:00'): 98.0,\n",
+       "    Timestamp('2023-01-04 02:12:00'): 119.0,\n",
+       "    Timestamp('2023-01-04 02:18:00'): 127.0,\n",
+       "    Timestamp('2023-01-04 02:24:00'): 131.0,\n",
+       "    Timestamp('2023-01-04 02:30:00'): 132.0,\n",
+       "    Timestamp('2023-01-04 02:36:00'): 127.0,\n",
+       "    Timestamp('2023-01-04 02:42:00'): 126.0,\n",
+       "    Timestamp('2023-01-04 02:48:00'): 128.0,\n",
+       "    Timestamp('2023-01-04 02:54:00'): 146.0,\n",
+       "    Timestamp('2023-01-04 03:00:00'): 141.0,\n",
+       "    Timestamp('2023-01-04 03:06:00'): 132.0,\n",
+       "    Timestamp('2023-01-04 03:12:00'): 140.0,\n",
+       "    Timestamp('2023-01-04 03:18:00'): 146.0,\n",
+       "    Timestamp('2023-01-04 03:24:00'): 133.0,\n",
+       "    Timestamp('2023-01-04 03:30:00'): 154.0,\n",
+       "    Timestamp('2023-01-04 03:36:00'): 143.0,\n",
+       "    Timestamp('2023-01-04 03:42:00'): 148.0,\n",
+       "    Timestamp('2023-01-04 03:48:00'): 163.0,\n",
+       "    Timestamp('2023-01-04 03:54:00'): 152.0,\n",
+       "    Timestamp('2023-01-04 04:00:00'): 147.0,\n",
+       "    Timestamp('2023-01-04 04:06:00'): 165.0,\n",
+       "    Timestamp('2023-01-04 04:12:00'): 161.0,\n",
+       "    Timestamp('2023-01-04 04:18:00'): 174.0,\n",
+       "    Timestamp('2023-01-04 04:24:00'): 188.0,\n",
+       "    Timestamp('2023-01-04 04:30:00'): 195.0,\n",
+       "    Timestamp('2023-01-04 04:36:00'): 194.0,\n",
+       "    Timestamp('2023-01-04 04:42:00'): 213.0,\n",
+       "    Timestamp('2023-01-04 04:48:00'): 207.0,\n",
+       "    Timestamp('2023-01-04 04:54:00'): 187.0,\n",
+       "    Timestamp('2023-01-04 05:00:00'): 219.0,\n",
+       "    Timestamp('2023-01-04 05:06:00'): 219.0,\n",
+       "    Timestamp('2023-01-04 05:12:00'): 220.0,\n",
+       "    Timestamp('2023-01-04 05:18:00'): 223.0,\n",
+       "    Timestamp('2023-01-04 05:24:00'): 204.0,\n",
+       "    Timestamp('2023-01-04 05:30:00'): 214.0,\n",
+       "    Timestamp('2023-01-04 05:36:00'): 208.0,\n",
+       "    Timestamp('2023-01-04 05:42:00'): 212.0,\n",
+       "    Timestamp('2023-01-04 05:48:00'): 204.0,\n",
+       "    Timestamp('2023-01-04 05:54:00'): 198.0,\n",
+       "    Timestamp('2023-01-04 06:00:00'): 218.0,\n",
+       "    Timestamp('2023-01-04 06:06:00'): 207.0,\n",
+       "    Timestamp('2023-01-04 06:12:00'): 205.0,\n",
+       "    Timestamp('2023-01-04 06:18:00'): 207.0,\n",
+       "    Timestamp('2023-01-04 06:24:00'): 204.0,\n",
+       "    Timestamp('2023-01-04 06:30:00'): 213.0,\n",
+       "    Timestamp('2023-01-04 06:36:00'): 219.0,\n",
+       "    Timestamp('2023-01-04 06:42:00'): 221.0,\n",
+       "    Timestamp('2023-01-04 06:48:00'): 223.0,\n",
+       "    Timestamp('2023-01-04 06:54:00'): 222.0,\n",
+       "    Timestamp('2023-01-04 07:00:00'): 250.0,\n",
+       "    Timestamp('2023-01-04 07:06:00'): 249.0,\n",
+       "    Timestamp('2023-01-04 07:12:00'): 231.0,\n",
+       "    Timestamp('2023-01-04 07:18:00'): 241.0,\n",
+       "    Timestamp('2023-01-04 07:24:00'): 239.0,\n",
+       "    Timestamp('2023-01-04 07:30:00'): 247.0,\n",
+       "    Timestamp('2023-01-04 07:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:54:00'): 248.0,\n",
+       "    Timestamp('2023-01-04 08:00:00'): 258.0,\n",
+       "    Timestamp('2023-01-04 08:06:00'): 276.0,\n",
+       "    Timestamp('2023-01-04 08:12:00'): 297.0,\n",
+       "    Timestamp('2023-01-04 08:18:00'): 305.0,\n",
+       "    Timestamp('2023-01-04 08:24:00'): 280.0,\n",
+       "    Timestamp('2023-01-04 08:30:00'): 289.0,\n",
+       "    Timestamp('2023-01-04 08:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:54:00'): 316.0,\n",
+       "    Timestamp('2023-01-04 09:00:00'): 301.0,\n",
+       "    Timestamp('2023-01-04 09:06:00'): 280.0,\n",
+       "    Timestamp('2023-01-04 09:12:00'): 289.0,\n",
+       "    Timestamp('2023-01-04 09:18:00'): 302.0,\n",
+       "    Timestamp('2023-01-04 09:24:00'): 290.0,\n",
+       "    Timestamp('2023-01-04 09:30:00'): 156.0,\n",
+       "    Timestamp('2023-01-04 09:36:00'): 125.0,\n",
+       "    Timestamp('2023-01-04 09:42:00'): 129.0,\n",
+       "    Timestamp('2023-01-04 09:48:00'): 115.0,\n",
+       "    Timestamp('2023-01-04 09:54:00'): 107.0,\n",
+       "    Timestamp('2023-01-04 10:00:00'): 103.0,\n",
+       "    Timestamp('2023-01-04 10:06:00'): 100.0,\n",
+       "    Timestamp('2023-01-04 10:12:00'): 123.0,\n",
+       "    Timestamp('2023-01-04 10:18:00'): 123.0,\n",
+       "    Timestamp('2023-01-04 10:24:00'): 87.0,\n",
+       "    Timestamp('2023-01-04 10:30:00'): 103.0,\n",
+       "    Timestamp('2023-01-04 10:36:00'): 107.0,\n",
+       "    Timestamp('2023-01-04 10:42:00'): 108.0,\n",
+       "    Timestamp('2023-01-04 10:48:00'): 107.0,\n",
+       "    Timestamp('2023-01-04 10:54:00'): 119.0,\n",
+       "    Timestamp('2023-01-04 11:00:00'): 109.0,\n",
+       "    Timestamp('2023-01-04 11:06:00'): 110.0,\n",
+       "    Timestamp('2023-01-04 11:12:00'): 104.0,\n",
+       "    Timestamp('2023-01-04 11:18:00'): 113.0,\n",
+       "    Timestamp('2023-01-04 11:24:00'): 105.0,\n",
+       "    Timestamp('2023-01-04 11:30:00'): 106.0,\n",
+       "    Timestamp('2023-01-04 11:36:00'): 97.0,\n",
+       "    Timestamp('2023-01-04 11:42:00'): 97.0,\n",
+       "    Timestamp('2023-01-04 11:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:54:00'): 108.0,\n",
+       "    Timestamp('2023-01-04 12:00:00'): 103.0,\n",
+       "    Timestamp('2023-01-04 12:06:00'): 106.0,\n",
+       "    Timestamp('2023-01-04 12:12:00'): 101.0,\n",
+       "    Timestamp('2023-01-04 12:18:00'): 94.0,\n",
+       "    Timestamp('2023-01-04 12:24:00'): 94.0,\n",
+       "    Timestamp('2023-01-04 12:30:00'): 103.0,\n",
+       "    Timestamp('2023-01-04 12:36:00'): 125.0,\n",
+       "    Timestamp('2023-01-04 12:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:48:00'): 101.0,\n",
+       "    Timestamp('2023-01-04 12:54:00'): 104.0,\n",
+       "    Timestamp('2023-01-04 13:00:00'): 88.0,\n",
+       "    Timestamp('2023-01-04 13:06:00'): 90.0,\n",
+       "    Timestamp('2023-01-04 13:12:00'): 100.0,\n",
+       "    Timestamp('2023-01-04 13:18:00'): 112.0,\n",
+       "    Timestamp('2023-01-04 13:24:00'): 119.0,\n",
+       "    Timestamp('2023-01-04 13:30:00'): 109.0,\n",
+       "    Timestamp('2023-01-04 13:36:00'): 121.0,\n",
+       "    Timestamp('2023-01-04 13:42:00'): 122.0,\n",
+       "    Timestamp('2023-01-04 13:48:00'): 125.0,\n",
+       "    Timestamp('2023-01-04 13:54:00'): 113.0,\n",
+       "    Timestamp('2023-01-04 14:00:00'): 104.0,\n",
+       "    Timestamp('2023-01-04 14:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:24:00'): 102.0,\n",
+       "    Timestamp('2023-01-04 14:30:00'): 112.0,\n",
+       "    Timestamp('2023-01-04 14:36:00'): 119.0,\n",
+       "    Timestamp('2023-01-04 14:42:00'): 110.0,\n",
+       "    Timestamp('2023-01-04 14:48:00'): 107.0,\n",
+       "    Timestamp('2023-01-04 14:54:00'): 105.0,\n",
+       "    Timestamp('2023-01-04 15:00:00'): 100.0,\n",
+       "    Timestamp('2023-01-04 15:06:00'): 94.0,\n",
+       "    Timestamp('2023-01-04 15:12:00'): 89.0,\n",
+       "    Timestamp('2023-01-04 15:18:00'): 87.0,\n",
+       "    Timestamp('2023-01-04 15:24:00'): 102.0,\n",
+       "    Timestamp('2023-01-04 15:30:00'): 111.0,\n",
+       "    Timestamp('2023-01-04 15:36:00'): 133.0,\n",
+       "    Timestamp('2023-01-04 15:42:00'): 139.0,\n",
+       "    Timestamp('2023-01-04 15:48:00'): 128.0,\n",
+       "    Timestamp('2023-01-04 15:54:00'): 111.0,\n",
+       "    Timestamp('2023-01-04 16:00:00'): 95.0,\n",
+       "    Timestamp('2023-01-04 16:06:00'): 98.0,\n",
+       "    Timestamp('2023-01-04 16:12:00'): 110.0,\n",
+       "    Timestamp('2023-01-04 16:18:00'): 104.0,\n",
+       "    Timestamp('2023-01-04 16:24:00'): 118.0,\n",
+       "    Timestamp('2023-01-04 16:30:00'): 110.0,\n",
+       "    Timestamp('2023-01-04 16:36:00'): 105.0,\n",
+       "    Timestamp('2023-01-04 16:42:00'): 111.0,\n",
+       "    Timestamp('2023-01-04 16:48:00'): 104.0,\n",
+       "    Timestamp('2023-01-04 16:54:00'): 102.0,\n",
+       "    Timestamp('2023-01-04 17:00:00'): 95.0,\n",
+       "    Timestamp('2023-01-04 17:06:00'): 88.0,\n",
+       "    Timestamp('2023-01-04 17:12:00'): 101.0,\n",
+       "    Timestamp('2023-01-04 17:18:00'): 105.0,\n",
+       "    Timestamp('2023-01-04 17:24:00'): 100.0,\n",
+       "    Timestamp('2023-01-04 17:30:00'): 113.0,\n",
+       "    Timestamp('2023-01-04 17:36:00'): 104.0,\n",
+       "    Timestamp('2023-01-04 17:42:00'): 127.0,\n",
+       "    Timestamp('2023-01-04 17:48:00'): 118.0,\n",
+       "    Timestamp('2023-01-04 17:54:00'): 122.0,\n",
+       "    Timestamp('2023-01-04 18:00:00'): 92.0,\n",
+       "    Timestamp('2023-01-04 18:06:00'): 83.0,\n",
+       "    Timestamp('2023-01-04 18:12:00'): 72.0,\n",
+       "    Timestamp('2023-01-04 18:18:00'): 95.0,\n",
+       "    Timestamp('2023-01-04 18:24:00'): 94.0,\n",
+       "    Timestamp('2023-01-04 18:30:00'): 129.0,\n",
+       "    Timestamp('2023-01-04 18:36:00'): 111.0,\n",
+       "    Timestamp('2023-01-04 18:42:00'): 103.0,\n",
+       "    Timestamp('2023-01-04 18:48:00'): 90.0,\n",
+       "    Timestamp('2023-01-04 18:54:00'): 95.0,\n",
+       "    Timestamp('2023-01-04 19:00:00'): 138.0,\n",
+       "    Timestamp('2023-01-04 19:06:00'): 143.0,\n",
+       "    Timestamp('2023-01-04 19:12:00'): 134.0,\n",
+       "    Timestamp('2023-01-04 19:18:00'): 128.0,\n",
+       "    Timestamp('2023-01-04 19:24:00'): 166.0,\n",
+       "    Timestamp('2023-01-04 19:30:00'): 112.0,\n",
+       "    Timestamp('2023-01-04 19:36:00'): 112.0,\n",
+       "    Timestamp('2023-01-04 19:42:00'): 104.0,\n",
+       "    Timestamp('2023-01-04 19:48:00'): 125.0,\n",
+       "    Timestamp('2023-01-04 19:54:00'): 108.0,\n",
+       "    Timestamp('2023-01-04 20:00:00'): 116.0,\n",
+       "    Timestamp('2023-01-04 20:06:00'): 177.0,\n",
+       "    Timestamp('2023-01-04 20:12:00'): 79.0,\n",
+       "    Timestamp('2023-01-04 20:18:00'): 121.0,\n",
+       "    Timestamp('2023-01-04 20:24:00'): 75.0,\n",
+       "    Timestamp('2023-01-04 20:30:00'): 125.0,\n",
+       "    Timestamp('2023-01-04 20:36:00'): 103.0,\n",
+       "    Timestamp('2023-01-04 20:42:00'): 82.0,\n",
+       "    Timestamp('2023-01-04 20:48:00'): 110.0,\n",
+       "    Timestamp('2023-01-04 20:54:00'): 186.0,\n",
+       "    Timestamp('2023-01-04 21:00:00'): 160.0,\n",
+       "    Timestamp('2023-01-04 21:06:00'): 145.0,\n",
+       "    Timestamp('2023-01-04 21:12:00'): 155.0,\n",
+       "    Timestamp('2023-01-04 21:18:00'): 143.0,\n",
+       "    Timestamp('2023-01-04 21:24:00'): 146.0,\n",
+       "    Timestamp('2023-01-04 21:30:00'): 147.0,\n",
+       "    Timestamp('2023-01-04 21:36:00'): 150.0,\n",
+       "    Timestamp('2023-01-04 21:42:00'): 185.0,\n",
+       "    Timestamp('2023-01-04 21:48:00'): 181.0,\n",
+       "    Timestamp('2023-01-04 21:54:00'): 143.0,\n",
+       "    Timestamp('2023-01-04 22:00:00'): 146.0,\n",
+       "    Timestamp('2023-01-04 22:06:00'): 140.0,\n",
+       "    Timestamp('2023-01-04 22:12:00'): 152.0,\n",
+       "    Timestamp('2023-01-04 22:18:00'): 164.0,\n",
+       "    Timestamp('2023-01-04 22:24:00'): 152.0,\n",
+       "    Timestamp('2023-01-04 22:30:00'): 146.0,\n",
+       "    Timestamp('2023-01-04 22:36:00'): 135.0,\n",
+       "    Timestamp('2023-01-04 22:42:00'): 134.0,\n",
+       "    Timestamp('2023-01-04 22:48:00'): 145.0,\n",
+       "    Timestamp('2023-01-04 22:54:00'): 146.0,\n",
+       "    Timestamp('2023-01-04 23:00:00'): 139.0,\n",
+       "    Timestamp('2023-01-04 23:06:00'): 148.0,\n",
+       "    Timestamp('2023-01-04 23:12:00'): 151.0,\n",
+       "    Timestamp('2023-01-04 23:18:00'): 165.0,\n",
+       "    Timestamp('2023-01-04 23:24:00'): 148.0,\n",
+       "    Timestamp('2023-01-04 23:30:00'): 136.0,\n",
+       "    Timestamp('2023-01-04 23:36:00'): 139.0,\n",
+       "    Timestamp('2023-01-04 23:42:00'): 137.0,\n",
+       "    Timestamp('2023-01-04 23:48:00'): 155.0,\n",
+       "    Timestamp('2023-01-04 23:54:00'): 149.0,\n",
+       "    Timestamp('2023-01-05 00:00:00'): 136.0,\n",
+       "    Timestamp('2023-01-05 00:06:00'): 145.0,\n",
+       "    Timestamp('2023-01-05 00:12:00'): 163.0,\n",
+       "    Timestamp('2023-01-05 00:18:00'): 153.0,\n",
+       "    Timestamp('2023-01-05 00:24:00'): 169.0,\n",
+       "    Timestamp('2023-01-05 00:30:00'): 157.0,\n",
+       "    Timestamp('2023-01-05 00:36:00'): 139.0,\n",
+       "    Timestamp('2023-01-05 00:42:00'): 148.0,\n",
+       "    Timestamp('2023-01-05 00:48:00'): 116.0,\n",
+       "    Timestamp('2023-01-05 00:54:00'): 123.0,\n",
+       "    Timestamp('2023-01-05 01:00:00'): 96.0,\n",
+       "    Timestamp('2023-01-05 01:06:00'): 107.0,\n",
+       "    Timestamp('2023-01-05 01:12:00'): 94.0,\n",
+       "    Timestamp('2023-01-05 01:18:00'): 91.0,\n",
+       "    Timestamp('2023-01-05 01:24:00'): 95.0,\n",
+       "    Timestamp('2023-01-05 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:36:00'): 96.0,\n",
+       "    Timestamp('2023-01-05 01:42:00'): 92.0,\n",
+       "    Timestamp('2023-01-05 01:48:00'): 87.0,\n",
+       "    Timestamp('2023-01-05 01:54:00'): 83.0,\n",
+       "    Timestamp('2023-01-05 02:00:00'): 108.0,\n",
+       "    Timestamp('2023-01-05 02:06:00'): 78.0,\n",
+       "    Timestamp('2023-01-05 02:12:00'): 93.0,\n",
+       "    Timestamp('2023-01-05 02:18:00'): 92.0,\n",
+       "    Timestamp('2023-01-05 02:24:00'): 98.0,\n",
+       "    Timestamp('2023-01-05 02:30:00'): 105.0,\n",
+       "    Timestamp('2023-01-05 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:42:00'): 100.0,\n",
+       "    Timestamp('2023-01-05 02:48:00'): 95.0,\n",
+       "    Timestamp('2023-01-05 02:54:00'): 96.0,\n",
+       "    Timestamp('2023-01-05 03:00:00'): 96.0,\n",
+       "    Timestamp('2023-01-05 03:06:00'): 100.0,\n",
+       "    Timestamp('2023-01-05 03:12:00'): 91.0,\n",
+       "    Timestamp('2023-01-05 03:18:00'): 117.0,\n",
+       "    Timestamp('2023-01-05 03:24:00'): 120.0,\n",
+       "    Timestamp('2023-01-05 03:30:00'): 102.0,\n",
+       "    Timestamp('2023-01-05 03:36:00'): 177.0,\n",
+       "    Timestamp('2023-01-05 03:42:00'): 188.0,\n",
+       "    Timestamp('2023-01-05 03:48:00'): 197.0,\n",
+       "    Timestamp('2023-01-05 03:54:00'): 210.0,\n",
+       "    Timestamp('2023-01-05 04:00:00'): 194.0,\n",
+       "    Timestamp('2023-01-05 04:06:00'): 200.0,\n",
+       "    ...},\n",
+       "   'WSPD': {Timestamp('2023-01-01 00:00:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 00:06:00'): 2.0,\n",
+       "    Timestamp('2023-01-01 00:12:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 00:18:00'): 2.8,\n",
+       "    Timestamp('2023-01-01 00:24:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 00:30:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 00:36:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 00:42:00'): 0.3,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 01:06:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 01:12:00'): 2.8,\n",
+       "    Timestamp('2023-01-01 01:18:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 01:24:00'): 1.7,\n",
+       "    Timestamp('2023-01-01 01:30:00'): 0.5,\n",
+       "    Timestamp('2023-01-01 01:36:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 01:42:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 01:48:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 01:54:00'): 0.0,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 0.5,\n",
+       "    Timestamp('2023-01-01 02:06:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 02:12:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 02:18:00'): 1.7,\n",
+       "    Timestamp('2023-01-01 02:24:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 02:30:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 02:36:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 02:42:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 02:48:00'): 0.6,\n",
+       "    Timestamp('2023-01-01 02:54:00'): 0.1,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 03:06:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 03:12:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 03:18:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 03:24:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 03:30:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 03:36:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 03:42:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 03:48:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 03:54:00'): 0.0,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 0.4,\n",
+       "    Timestamp('2023-01-01 04:06:00'): 0.0,\n",
+       "    Timestamp('2023-01-01 04:12:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 04:18:00'): 0.6,\n",
+       "    Timestamp('2023-01-01 04:24:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 04:30:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 04:36:00'): 0.4,\n",
+       "    Timestamp('2023-01-01 04:42:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 04:48:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 04:54:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 05:06:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 05:12:00'): 2.3,\n",
+       "    Timestamp('2023-01-01 05:18:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 05:24:00'): 2.4,\n",
+       "    Timestamp('2023-01-01 05:30:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 05:36:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 05:42:00'): 2.3,\n",
+       "    Timestamp('2023-01-01 05:48:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 05:54:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 06:06:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 06:12:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 06:18:00'): 2.0,\n",
+       "    Timestamp('2023-01-01 06:24:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 06:30:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 06:36:00'): 1.7,\n",
+       "    Timestamp('2023-01-01 06:42:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 06:48:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 06:54:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 07:06:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 07:12:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 07:18:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 07:24:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 07:30:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 07:36:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 07:42:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 07:48:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 07:54:00'): 0.4,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 08:06:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 08:12:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 08:18:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 08:24:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 08:30:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 08:36:00'): 1.7,\n",
+       "    Timestamp('2023-01-01 08:42:00'): 2.0,\n",
+       "    Timestamp('2023-01-01 08:48:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 08:54:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-01 09:06:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 09:12:00'): 1.7,\n",
+       "    Timestamp('2023-01-01 09:18:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 09:24:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 09:30:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 09:36:00'): 0.5,\n",
+       "    Timestamp('2023-01-01 09:42:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 09:48:00'): 0.5,\n",
+       "    Timestamp('2023-01-01 09:54:00'): 0.0,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 10:06:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 10:12:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 10:18:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 10:24:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 10:30:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 10:36:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 10:42:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 10:48:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 10:54:00'): 0.6,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 11:06:00'): 0.0,\n",
+       "    Timestamp('2023-01-01 11:12:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 11:18:00'): 0.6,\n",
+       "    Timestamp('2023-01-01 11:24:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 11:30:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 11:36:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 11:42:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 11:48:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 11:54:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 12:06:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 12:12:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 12:18:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 12:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:36:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 12:42:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 12:48:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 12:54:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 13:06:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 13:12:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 13:18:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 13:24:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 13:30:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 13:36:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 13:42:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 13:48:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 13:54:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 14:06:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 14:12:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 14:18:00'): 2.3,\n",
+       "    Timestamp('2023-01-01 14:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:36:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 14:42:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 14:48:00'): 3.0,\n",
+       "    Timestamp('2023-01-01 14:54:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 15:06:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 15:12:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 15:18:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 15:24:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 15:30:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 15:36:00'): 3.2,\n",
+       "    Timestamp('2023-01-01 15:42:00'): 3.4,\n",
+       "    Timestamp('2023-01-01 15:48:00'): 3.4,\n",
+       "    Timestamp('2023-01-01 15:54:00'): 4.4,\n",
+       "    Timestamp('2023-01-01 16:00:00'): 3.7,\n",
+       "    Timestamp('2023-01-01 16:06:00'): 4.1,\n",
+       "    Timestamp('2023-01-01 16:12:00'): 3.8,\n",
+       "    Timestamp('2023-01-01 16:18:00'): 4.2,\n",
+       "    Timestamp('2023-01-01 16:24:00'): 4.0,\n",
+       "    Timestamp('2023-01-01 16:30:00'): 3.3,\n",
+       "    Timestamp('2023-01-01 16:36:00'): 3.5,\n",
+       "    Timestamp('2023-01-01 16:42:00'): 4.2,\n",
+       "    Timestamp('2023-01-01 16:48:00'): 4.5,\n",
+       "    Timestamp('2023-01-01 16:54:00'): 4.8,\n",
+       "    Timestamp('2023-01-01 17:00:00'): 3.6,\n",
+       "    Timestamp('2023-01-01 17:06:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 17:12:00'): 4.0,\n",
+       "    Timestamp('2023-01-01 17:18:00'): 6.1,\n",
+       "    Timestamp('2023-01-01 17:24:00'): 4.4,\n",
+       "    Timestamp('2023-01-01 17:30:00'): 4.8,\n",
+       "    Timestamp('2023-01-01 17:36:00'): 3.6,\n",
+       "    Timestamp('2023-01-01 17:42:00'): 4.0,\n",
+       "    Timestamp('2023-01-01 17:48:00'): 4.4,\n",
+       "    Timestamp('2023-01-01 17:54:00'): 4.0,\n",
+       "    Timestamp('2023-01-01 18:00:00'): 4.4,\n",
+       "    Timestamp('2023-01-01 18:06:00'): 3.9,\n",
+       "    Timestamp('2023-01-01 18:12:00'): 4.6,\n",
+       "    Timestamp('2023-01-01 18:18:00'): 3.8,\n",
+       "    Timestamp('2023-01-01 18:24:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 18:30:00'): 3.3,\n",
+       "    Timestamp('2023-01-01 18:36:00'): 3.5,\n",
+       "    Timestamp('2023-01-01 18:42:00'): 3.6,\n",
+       "    Timestamp('2023-01-01 18:48:00'): 2.9,\n",
+       "    Timestamp('2023-01-01 18:54:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 19:00:00'): 2.4,\n",
+       "    Timestamp('2023-01-01 19:06:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 19:12:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 19:18:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 19:24:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 19:30:00'): 2.5,\n",
+       "    Timestamp('2023-01-01 19:36:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 19:42:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 19:48:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 19:54:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 20:00:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 20:06:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 20:12:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 20:18:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 20:24:00'): 2.4,\n",
+       "    Timestamp('2023-01-01 20:30:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 20:36:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 20:42:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 20:48:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 20:54:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 21:00:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 21:06:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 21:12:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 21:18:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 21:24:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 21:30:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 21:36:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 21:42:00'): 0.6,\n",
+       "    Timestamp('2023-01-01 21:48:00'): 2.3,\n",
+       "    Timestamp('2023-01-01 21:54:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 22:00:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 22:06:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 22:12:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 22:18:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 22:24:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 22:30:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 22:36:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 22:42:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 22:48:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 22:54:00'): 0.1,\n",
+       "    Timestamp('2023-01-01 23:00:00'): 0.0,\n",
+       "    Timestamp('2023-01-01 23:06:00'): 0.2,\n",
+       "    Timestamp('2023-01-01 23:12:00'): 0.0,\n",
+       "    Timestamp('2023-01-01 23:18:00'): 0.2,\n",
+       "    Timestamp('2023-01-01 23:24:00'): 0.0,\n",
+       "    Timestamp('2023-01-01 23:30:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 23:36:00'): 1.0,\n",
+       "    Timestamp('2023-01-01 23:42:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 23:48:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 23:54:00'): 2.0,\n",
+       "    Timestamp('2023-01-02 00:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-02 00:06:00'): 2.7,\n",
+       "    Timestamp('2023-01-02 00:12:00'): 2.3,\n",
+       "    Timestamp('2023-01-02 00:18:00'): 1.9,\n",
+       "    Timestamp('2023-01-02 00:24:00'): 2.3,\n",
+       "    Timestamp('2023-01-02 00:30:00'): 2.4,\n",
+       "    Timestamp('2023-01-02 00:36:00'): 1.8,\n",
+       "    Timestamp('2023-01-02 00:42:00'): 1.3,\n",
+       "    Timestamp('2023-01-02 00:48:00'): 1.3,\n",
+       "    Timestamp('2023-01-02 00:54:00'): 1.5,\n",
+       "    Timestamp('2023-01-02 01:00:00'): 1.6,\n",
+       "    Timestamp('2023-01-02 01:06:00'): 1.8,\n",
+       "    Timestamp('2023-01-02 01:12:00'): 2.3,\n",
+       "    Timestamp('2023-01-02 01:18:00'): 1.8,\n",
+       "    Timestamp('2023-01-02 01:24:00'): 1.9,\n",
+       "    Timestamp('2023-01-02 01:30:00'): 1.2,\n",
+       "    Timestamp('2023-01-02 01:36:00'): 1.2,\n",
+       "    Timestamp('2023-01-02 01:42:00'): 1.3,\n",
+       "    Timestamp('2023-01-02 01:48:00'): 0.5,\n",
+       "    Timestamp('2023-01-02 01:54:00'): 1.3,\n",
+       "    Timestamp('2023-01-02 02:00:00'): 1.2,\n",
+       "    Timestamp('2023-01-02 02:06:00'): 0.1,\n",
+       "    Timestamp('2023-01-02 02:12:00'): 0.3,\n",
+       "    Timestamp('2023-01-02 02:18:00'): 1.0,\n",
+       "    Timestamp('2023-01-02 02:24:00'): 1.3,\n",
+       "    Timestamp('2023-01-02 02:30:00'): 0.7,\n",
+       "    Timestamp('2023-01-02 02:36:00'): 1.1,\n",
+       "    Timestamp('2023-01-02 02:42:00'): 1.0,\n",
+       "    Timestamp('2023-01-02 02:48:00'): 1.9,\n",
+       "    Timestamp('2023-01-02 02:54:00'): 1.6,\n",
+       "    Timestamp('2023-01-02 03:00:00'): 1.5,\n",
+       "    Timestamp('2023-01-02 03:06:00'): 1.7,\n",
+       "    Timestamp('2023-01-02 03:12:00'): 2.6,\n",
+       "    Timestamp('2023-01-02 03:18:00'): 2.0,\n",
+       "    Timestamp('2023-01-02 03:24:00'): 2.2,\n",
+       "    Timestamp('2023-01-02 03:30:00'): 1.9,\n",
+       "    Timestamp('2023-01-02 03:36:00'): 1.8,\n",
+       "    Timestamp('2023-01-02 03:42:00'): 1.7,\n",
+       "    Timestamp('2023-01-02 03:48:00'): 1.0,\n",
+       "    Timestamp('2023-01-02 03:54:00'): 1.2,\n",
+       "    Timestamp('2023-01-02 04:00:00'): 1.1,\n",
+       "    Timestamp('2023-01-02 04:06:00'): 1.1,\n",
+       "    Timestamp('2023-01-02 04:12:00'): 0.7,\n",
+       "    Timestamp('2023-01-02 04:18:00'): 0.4,\n",
+       "    Timestamp('2023-01-02 04:24:00'): 0.1,\n",
+       "    Timestamp('2023-01-02 04:30:00'): 0.5,\n",
+       "    Timestamp('2023-01-02 04:36:00'): 0.7,\n",
+       "    Timestamp('2023-01-02 04:42:00'): 0.3,\n",
+       "    Timestamp('2023-01-02 04:48:00'): 0.2,\n",
+       "    Timestamp('2023-01-02 04:54:00'): 0.9,\n",
+       "    Timestamp('2023-01-02 05:00:00'): 0.9,\n",
+       "    Timestamp('2023-01-02 05:06:00'): 0.8,\n",
+       "    Timestamp('2023-01-02 05:12:00'): 0.1,\n",
+       "    Timestamp('2023-01-02 05:18:00'): 0.5,\n",
+       "    Timestamp('2023-01-02 05:24:00'): 0.0,\n",
+       "    Timestamp('2023-01-02 05:30:00'): 0.0,\n",
+       "    Timestamp('2023-01-02 05:36:00'): 0.6,\n",
+       "    Timestamp('2023-01-02 05:42:00'): 0.9,\n",
+       "    Timestamp('2023-01-02 05:48:00'): 0.9,\n",
+       "    Timestamp('2023-01-02 05:54:00'): 0.4,\n",
+       "    Timestamp('2023-01-02 06:00:00'): 0.7,\n",
+       "    Timestamp('2023-01-02 06:06:00'): 0.1,\n",
+       "    Timestamp('2023-01-02 06:12:00'): 0.0,\n",
+       "    Timestamp('2023-01-02 06:18:00'): 0.2,\n",
+       "    Timestamp('2023-01-02 06:24:00'): 0.5,\n",
+       "    Timestamp('2023-01-02 06:30:00'): 0.8,\n",
+       "    Timestamp('2023-01-02 06:36:00'): 1.0,\n",
+       "    Timestamp('2023-01-02 06:42:00'): 0.9,\n",
+       "    Timestamp('2023-01-02 06:48:00'): 0.8,\n",
+       "    Timestamp('2023-01-02 06:54:00'): 1.0,\n",
+       "    Timestamp('2023-01-02 07:00:00'): 0.9,\n",
+       "    Timestamp('2023-01-02 07:06:00'): 1.3,\n",
+       "    Timestamp('2023-01-02 07:12:00'): 1.4,\n",
+       "    Timestamp('2023-01-02 07:18:00'): 1.3,\n",
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+       "    Timestamp('2023-01-04 22:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-04 22:06:00'): 3.4,\n",
+       "    Timestamp('2023-01-04 22:12:00'): 2.6,\n",
+       "    Timestamp('2023-01-04 22:18:00'): 1.5,\n",
+       "    Timestamp('2023-01-04 22:24:00'): 1.8,\n",
+       "    Timestamp('2023-01-04 22:30:00'): 3.4,\n",
+       "    Timestamp('2023-01-04 22:36:00'): 2.2,\n",
+       "    Timestamp('2023-01-04 22:42:00'): 2.3,\n",
+       "    Timestamp('2023-01-04 22:48:00'): 2.3,\n",
+       "    Timestamp('2023-01-04 22:54:00'): 2.7,\n",
+       "    Timestamp('2023-01-04 23:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-04 23:06:00'): 2.4,\n",
+       "    Timestamp('2023-01-04 23:12:00'): 2.7,\n",
+       "    Timestamp('2023-01-04 23:18:00'): 1.5,\n",
+       "    Timestamp('2023-01-04 23:24:00'): 2.3,\n",
+       "    Timestamp('2023-01-04 23:30:00'): 2.6,\n",
+       "    Timestamp('2023-01-04 23:36:00'): 2.1,\n",
+       "    Timestamp('2023-01-04 23:42:00'): 1.9,\n",
+       "    Timestamp('2023-01-04 23:48:00'): 1.7,\n",
+       "    Timestamp('2023-01-04 23:54:00'): 1.9,\n",
+       "    Timestamp('2023-01-05 00:00:00'): 1.8,\n",
+       "    Timestamp('2023-01-05 00:06:00'): 0.9,\n",
+       "    Timestamp('2023-01-05 00:12:00'): 1.7,\n",
+       "    Timestamp('2023-01-05 00:18:00'): 1.0,\n",
+       "    Timestamp('2023-01-05 00:24:00'): 1.6,\n",
+       "    Timestamp('2023-01-05 00:30:00'): 1.3,\n",
+       "    Timestamp('2023-01-05 00:36:00'): 1.4,\n",
+       "    Timestamp('2023-01-05 00:42:00'): 0.8,\n",
+       "    Timestamp('2023-01-05 00:48:00'): 0.9,\n",
+       "    Timestamp('2023-01-05 00:54:00'): 1.4,\n",
+       "    Timestamp('2023-01-05 01:00:00'): 0.9,\n",
+       "    Timestamp('2023-01-05 01:06:00'): 0.9,\n",
+       "    Timestamp('2023-01-05 01:12:00'): 1.0,\n",
+       "    Timestamp('2023-01-05 01:18:00'): 1.4,\n",
+       "    Timestamp('2023-01-05 01:24:00'): 1.6,\n",
+       "    Timestamp('2023-01-05 01:30:00'): 1.6,\n",
+       "    Timestamp('2023-01-05 01:36:00'): 1.9,\n",
+       "    Timestamp('2023-01-05 01:42:00'): 1.9,\n",
+       "    Timestamp('2023-01-05 01:48:00'): 1.4,\n",
+       "    Timestamp('2023-01-05 01:54:00'): 0.8,\n",
+       "    Timestamp('2023-01-05 02:00:00'): 1.0,\n",
+       "    Timestamp('2023-01-05 02:06:00'): 2.2,\n",
+       "    Timestamp('2023-01-05 02:12:00'): 2.4,\n",
+       "    Timestamp('2023-01-05 02:18:00'): 2.9,\n",
+       "    Timestamp('2023-01-05 02:24:00'): 2.9,\n",
+       "    Timestamp('2023-01-05 02:30:00'): 2.5,\n",
+       "    Timestamp('2023-01-05 02:36:00'): 2.1,\n",
+       "    Timestamp('2023-01-05 02:42:00'): 1.7,\n",
+       "    Timestamp('2023-01-05 02:48:00'): 2.4,\n",
+       "    Timestamp('2023-01-05 02:54:00'): 2.4,\n",
+       "    Timestamp('2023-01-05 03:00:00'): 1.9,\n",
+       "    Timestamp('2023-01-05 03:06:00'): 1.5,\n",
+       "    Timestamp('2023-01-05 03:12:00'): 1.9,\n",
+       "    Timestamp('2023-01-05 03:18:00'): 1.2,\n",
+       "    Timestamp('2023-01-05 03:24:00'): 1.3,\n",
+       "    Timestamp('2023-01-05 03:30:00'): 1.1,\n",
+       "    Timestamp('2023-01-05 03:36:00'): 1.2,\n",
+       "    Timestamp('2023-01-05 03:42:00'): 2.4,\n",
+       "    Timestamp('2023-01-05 03:48:00'): 2.0,\n",
+       "    Timestamp('2023-01-05 03:54:00'): 1.6,\n",
+       "    Timestamp('2023-01-05 04:00:00'): 1.3,\n",
+       "    Timestamp('2023-01-05 04:06:00'): 1.1,\n",
+       "    ...},\n",
+       "   'GST': {Timestamp('2023-01-01 00:00:00'): 3.5,\n",
+       "    Timestamp('2023-01-01 00:06:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 00:12:00'): 2.8,\n",
+       "    Timestamp('2023-01-01 00:18:00'): 4.8,\n",
+       "    Timestamp('2023-01-01 00:24:00'): 5.2,\n",
+       "    Timestamp('2023-01-01 00:30:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 00:36:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 00:42:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 01:06:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 01:12:00'): 3.0,\n",
+       "    Timestamp('2023-01-01 01:18:00'): 2.5,\n",
+       "    Timestamp('2023-01-01 01:24:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 01:30:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 01:36:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 01:42:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 01:48:00'): 3.0,\n",
+       "    Timestamp('2023-01-01 01:54:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 02:06:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 02:12:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 02:18:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 02:24:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 02:30:00'): 2.0,\n",
+       "    Timestamp('2023-01-01 02:36:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 02:42:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 02:48:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 02:54:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 03:06:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 03:12:00'): 2.3,\n",
+       "    Timestamp('2023-01-01 03:18:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 03:24:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 03:30:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 03:36:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 03:42:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 03:48:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 03:54:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 04:06:00'): 0.2,\n",
+       "    Timestamp('2023-01-01 04:12:00'): 2.0,\n",
+       "    Timestamp('2023-01-01 04:18:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 04:24:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 04:30:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 04:36:00'): 2.5,\n",
+       "    Timestamp('2023-01-01 04:42:00'): 2.0,\n",
+       "    Timestamp('2023-01-01 04:48:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 04:54:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 05:06:00'): 3.5,\n",
+       "    Timestamp('2023-01-01 05:12:00'): 4.0,\n",
+       "    Timestamp('2023-01-01 05:18:00'): 4.5,\n",
+       "    Timestamp('2023-01-01 05:24:00'): 4.0,\n",
+       "    Timestamp('2023-01-01 05:30:00'): 4.2,\n",
+       "    Timestamp('2023-01-01 05:36:00'): 4.6,\n",
+       "    Timestamp('2023-01-01 05:42:00'): 3.7,\n",
+       "    Timestamp('2023-01-01 05:48:00'): 4.4,\n",
+       "    Timestamp('2023-01-01 05:54:00'): 3.4,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 4.5,\n",
+       "    Timestamp('2023-01-01 06:06:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 06:12:00'): 3.5,\n",
+       "    Timestamp('2023-01-01 06:18:00'): 3.5,\n",
+       "    Timestamp('2023-01-01 06:24:00'): 4.0,\n",
+       "    Timestamp('2023-01-01 06:30:00'): 2.9,\n",
+       "    Timestamp('2023-01-01 06:36:00'): 2.5,\n",
+       "    Timestamp('2023-01-01 06:42:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 06:48:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 06:54:00'): 2.9,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 07:06:00'): 2.3,\n",
+       "    Timestamp('2023-01-01 07:12:00'): 2.5,\n",
+       "    Timestamp('2023-01-01 07:18:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 07:24:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 07:30:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 07:36:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 07:42:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 07:48:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 07:54:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 08:06:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 08:12:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 08:18:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 08:24:00'): 3.2,\n",
+       "    Timestamp('2023-01-01 08:30:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 08:36:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 08:42:00'): 2.4,\n",
+       "    Timestamp('2023-01-01 08:48:00'): 2.8,\n",
+       "    Timestamp('2023-01-01 08:54:00'): 2.9,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 2.4,\n",
+       "    Timestamp('2023-01-01 09:06:00'): 2.8,\n",
+       "    Timestamp('2023-01-01 09:12:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 09:18:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 09:24:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 09:30:00'): 1.7,\n",
+       "    Timestamp('2023-01-01 09:36:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 09:42:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 09:48:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 09:54:00'): 0.2,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 10:06:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 10:12:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 10:18:00'): 0.9,\n",
+       "    Timestamp('2023-01-01 10:24:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 10:30:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 10:36:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 10:42:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 10:48:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 10:54:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 11:06:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 11:12:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 11:18:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 11:24:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 11:30:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 11:36:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 11:42:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 11:48:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 11:54:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 12:06:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 12:12:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 12:18:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 12:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:36:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 12:42:00'): 1.7,\n",
+       "    Timestamp('2023-01-01 12:48:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 12:54:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 13:06:00'): 2.0,\n",
+       "    Timestamp('2023-01-01 13:12:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 13:18:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 13:24:00'): 2.0,\n",
+       "    Timestamp('2023-01-01 13:30:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 13:36:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 13:42:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 13:48:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 13:54:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 1.4,\n",
+       "    Timestamp('2023-01-01 14:06:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 14:12:00'): 2.5,\n",
+       "    Timestamp('2023-01-01 14:18:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 14:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:36:00'): 3.2,\n",
+       "    Timestamp('2023-01-01 14:42:00'): 3.4,\n",
+       "    Timestamp('2023-01-01 14:48:00'): 4.3,\n",
+       "    Timestamp('2023-01-01 14:54:00'): 4.4,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 3.9,\n",
+       "    Timestamp('2023-01-01 15:06:00'): 3.9,\n",
+       "    Timestamp('2023-01-01 15:12:00'): 2.4,\n",
+       "    Timestamp('2023-01-01 15:18:00'): 2.5,\n",
+       "    Timestamp('2023-01-01 15:24:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 15:30:00'): 4.2,\n",
+       "    Timestamp('2023-01-01 15:36:00'): 4.4,\n",
+       "    Timestamp('2023-01-01 15:42:00'): 5.3,\n",
+       "    Timestamp('2023-01-01 15:48:00'): 4.8,\n",
+       "    Timestamp('2023-01-01 15:54:00'): 6.4,\n",
+       "    Timestamp('2023-01-01 16:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-01 16:06:00'): 5.9,\n",
+       "    Timestamp('2023-01-01 16:12:00'): 6.5,\n",
+       "    Timestamp('2023-01-01 16:18:00'): 5.8,\n",
+       "    Timestamp('2023-01-01 16:24:00'): 5.4,\n",
+       "    Timestamp('2023-01-01 16:30:00'): 4.8,\n",
+       "    Timestamp('2023-01-01 16:36:00'): 5.0,\n",
+       "    Timestamp('2023-01-01 16:42:00'): 6.3,\n",
+       "    Timestamp('2023-01-01 16:48:00'): 6.5,\n",
+       "    Timestamp('2023-01-01 16:54:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 17:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-01 17:06:00'): 6.1,\n",
+       "    Timestamp('2023-01-01 17:12:00'): 7.5,\n",
+       "    Timestamp('2023-01-01 17:18:00'): 7.8,\n",
+       "    Timestamp('2023-01-01 17:24:00'): 6.5,\n",
+       "    Timestamp('2023-01-01 17:30:00'): 6.1,\n",
+       "    Timestamp('2023-01-01 17:36:00'): 6.3,\n",
+       "    Timestamp('2023-01-01 17:42:00'): 6.0,\n",
+       "    Timestamp('2023-01-01 17:48:00'): 6.6,\n",
+       "    Timestamp('2023-01-01 17:54:00'): 7.5,\n",
+       "    Timestamp('2023-01-01 18:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-01 18:06:00'): 5.9,\n",
+       "    Timestamp('2023-01-01 18:12:00'): 6.1,\n",
+       "    Timestamp('2023-01-01 18:18:00'): 6.4,\n",
+       "    Timestamp('2023-01-01 18:24:00'): 7.2,\n",
+       "    Timestamp('2023-01-01 18:30:00'): 4.5,\n",
+       "    Timestamp('2023-01-01 18:36:00'): 5.2,\n",
+       "    Timestamp('2023-01-01 18:42:00'): 5.1,\n",
+       "    Timestamp('2023-01-01 18:48:00'): 5.2,\n",
+       "    Timestamp('2023-01-01 18:54:00'): 3.5,\n",
+       "    Timestamp('2023-01-01 19:00:00'): 3.7,\n",
+       "    Timestamp('2023-01-01 19:06:00'): 3.3,\n",
+       "    Timestamp('2023-01-01 19:12:00'): 4.3,\n",
+       "    Timestamp('2023-01-01 19:18:00'): 5.3,\n",
+       "    Timestamp('2023-01-01 19:24:00'): 3.4,\n",
+       "    Timestamp('2023-01-01 19:30:00'): 3.7,\n",
+       "    Timestamp('2023-01-01 19:36:00'): 4.0,\n",
+       "    Timestamp('2023-01-01 19:42:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 19:48:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 19:54:00'): 2.8,\n",
+       "    Timestamp('2023-01-01 20:00:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 20:06:00'): 4.1,\n",
+       "    Timestamp('2023-01-01 20:12:00'): 2.2,\n",
+       "    Timestamp('2023-01-01 20:18:00'): 3.0,\n",
+       "    Timestamp('2023-01-01 20:24:00'): 3.3,\n",
+       "    Timestamp('2023-01-01 20:30:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 20:36:00'): 2.0,\n",
+       "    Timestamp('2023-01-01 20:42:00'): 2.6,\n",
+       "    Timestamp('2023-01-01 20:48:00'): 2.3,\n",
+       "    Timestamp('2023-01-01 20:54:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 21:00:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 21:06:00'): 2.1,\n",
+       "    Timestamp('2023-01-01 21:12:00'): 2.7,\n",
+       "    Timestamp('2023-01-01 21:18:00'): 3.6,\n",
+       "    Timestamp('2023-01-01 21:24:00'): 2.8,\n",
+       "    Timestamp('2023-01-01 21:30:00'): 2.3,\n",
+       "    Timestamp('2023-01-01 21:36:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 21:42:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 21:48:00'): 3.2,\n",
+       "    Timestamp('2023-01-01 21:54:00'): 3.3,\n",
+       "    Timestamp('2023-01-01 22:00:00'): 3.1,\n",
+       "    Timestamp('2023-01-01 22:06:00'): 2.5,\n",
+       "    Timestamp('2023-01-01 22:12:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 22:18:00'): 1.8,\n",
+       "    Timestamp('2023-01-01 22:24:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 22:30:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 22:36:00'): 1.5,\n",
+       "    Timestamp('2023-01-01 22:42:00'): 1.7,\n",
+       "    Timestamp('2023-01-01 22:48:00'): 1.7,\n",
+       "    Timestamp('2023-01-01 22:54:00'): 1.3,\n",
+       "    Timestamp('2023-01-01 23:00:00'): 0.3,\n",
+       "    Timestamp('2023-01-01 23:06:00'): 0.6,\n",
+       "    Timestamp('2023-01-01 23:12:00'): 0.7,\n",
+       "    Timestamp('2023-01-01 23:18:00'): 0.4,\n",
+       "    Timestamp('2023-01-01 23:24:00'): 0.8,\n",
+       "    Timestamp('2023-01-01 23:30:00'): 1.1,\n",
+       "    Timestamp('2023-01-01 23:36:00'): 1.6,\n",
+       "    Timestamp('2023-01-01 23:42:00'): 1.2,\n",
+       "    Timestamp('2023-01-01 23:48:00'): 1.9,\n",
+       "    Timestamp('2023-01-01 23:54:00'): 2.3,\n",
+       "    Timestamp('2023-01-02 00:00:00'): 3.5,\n",
+       "    Timestamp('2023-01-02 00:06:00'): 3.7,\n",
+       "    Timestamp('2023-01-02 00:12:00'): 2.9,\n",
+       "    Timestamp('2023-01-02 00:18:00'): 2.8,\n",
+       "    Timestamp('2023-01-02 00:24:00'): 3.3,\n",
+       "    Timestamp('2023-01-02 00:30:00'): 2.7,\n",
+       "    Timestamp('2023-01-02 00:36:00'): 2.9,\n",
+       "    Timestamp('2023-01-02 00:42:00'): 2.1,\n",
+       "    Timestamp('2023-01-02 00:48:00'): 1.6,\n",
+       "    Timestamp('2023-01-02 00:54:00'): 1.6,\n",
+       "    Timestamp('2023-01-02 01:00:00'): 1.8,\n",
+       "    Timestamp('2023-01-02 01:06:00'): 2.1,\n",
+       "    Timestamp('2023-01-02 01:12:00'): 2.4,\n",
+       "    Timestamp('2023-01-02 01:18:00'): 2.1,\n",
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+       "    Timestamp('2023-01-04 15:48:00'): 3.0,\n",
+       "    Timestamp('2023-01-04 15:54:00'): 2.3,\n",
+       "    Timestamp('2023-01-04 16:00:00'): 1.9,\n",
+       "    Timestamp('2023-01-04 16:06:00'): 2.1,\n",
+       "    Timestamp('2023-01-04 16:12:00'): 2.2,\n",
+       "    Timestamp('2023-01-04 16:18:00'): 2.2,\n",
+       "    Timestamp('2023-01-04 16:24:00'): 2.3,\n",
+       "    Timestamp('2023-01-04 16:30:00'): 1.9,\n",
+       "    Timestamp('2023-01-04 16:36:00'): 2.8,\n",
+       "    Timestamp('2023-01-04 16:42:00'): 2.8,\n",
+       "    Timestamp('2023-01-04 16:48:00'): 2.2,\n",
+       "    Timestamp('2023-01-04 16:54:00'): 2.6,\n",
+       "    Timestamp('2023-01-04 17:00:00'): 3.3,\n",
+       "    Timestamp('2023-01-04 17:06:00'): 3.6,\n",
+       "    Timestamp('2023-01-04 17:12:00'): 3.2,\n",
+       "    Timestamp('2023-01-04 17:18:00'): 2.6,\n",
+       "    Timestamp('2023-01-04 17:24:00'): 2.4,\n",
+       "    Timestamp('2023-01-04 17:30:00'): 3.3,\n",
+       "    Timestamp('2023-01-04 17:36:00'): 3.5,\n",
+       "    Timestamp('2023-01-04 17:42:00'): 4.2,\n",
+       "    Timestamp('2023-01-04 17:48:00'): 3.6,\n",
+       "    Timestamp('2023-01-04 17:54:00'): 3.5,\n",
+       "    Timestamp('2023-01-04 18:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-04 18:06:00'): 3.9,\n",
+       "    Timestamp('2023-01-04 18:12:00'): 3.8,\n",
+       "    Timestamp('2023-01-04 18:18:00'): 2.6,\n",
+       "    Timestamp('2023-01-04 18:24:00'): 4.1,\n",
+       "    Timestamp('2023-01-04 18:30:00'): 3.4,\n",
+       "    Timestamp('2023-01-04 18:36:00'): 3.1,\n",
+       "    Timestamp('2023-01-04 18:42:00'): 2.4,\n",
+       "    Timestamp('2023-01-04 18:48:00'): 2.7,\n",
+       "    Timestamp('2023-01-04 18:54:00'): 2.8,\n",
+       "    Timestamp('2023-01-04 19:00:00'): 2.7,\n",
+       "    Timestamp('2023-01-04 19:06:00'): 3.1,\n",
+       "    Timestamp('2023-01-04 19:12:00'): 3.3,\n",
+       "    Timestamp('2023-01-04 19:18:00'): 3.8,\n",
+       "    Timestamp('2023-01-04 19:24:00'): 2.4,\n",
+       "    Timestamp('2023-01-04 19:30:00'): 1.5,\n",
+       "    Timestamp('2023-01-04 19:36:00'): 2.0,\n",
+       "    Timestamp('2023-01-04 19:42:00'): 3.8,\n",
+       "    Timestamp('2023-01-04 19:48:00'): 4.4,\n",
+       "    Timestamp('2023-01-04 19:54:00'): 3.7,\n",
+       "    Timestamp('2023-01-04 20:00:00'): 3.0,\n",
+       "    Timestamp('2023-01-04 20:06:00'): 2.3,\n",
+       "    Timestamp('2023-01-04 20:12:00'): 1.7,\n",
+       "    Timestamp('2023-01-04 20:18:00'): 1.9,\n",
+       "    Timestamp('2023-01-04 20:24:00'): 1.3,\n",
+       "    Timestamp('2023-01-04 20:30:00'): 1.1,\n",
+       "    Timestamp('2023-01-04 20:36:00'): 1.6,\n",
+       "    Timestamp('2023-01-04 20:42:00'): 2.6,\n",
+       "    Timestamp('2023-01-04 20:48:00'): 1.3,\n",
+       "    Timestamp('2023-01-04 20:54:00'): 1.7,\n",
+       "    Timestamp('2023-01-04 21:00:00'): 2.2,\n",
+       "    Timestamp('2023-01-04 21:06:00'): 2.3,\n",
+       "    Timestamp('2023-01-04 21:12:00'): 3.6,\n",
+       "    Timestamp('2023-01-04 21:18:00'): 4.7,\n",
+       "    Timestamp('2023-01-04 21:24:00'): 6.1,\n",
+       "    Timestamp('2023-01-04 21:30:00'): 5.3,\n",
+       "    Timestamp('2023-01-04 21:36:00'): 5.6,\n",
+       "    Timestamp('2023-01-04 21:42:00'): 5.5,\n",
+       "    Timestamp('2023-01-04 21:48:00'): 6.9,\n",
+       "    Timestamp('2023-01-04 21:54:00'): 4.8,\n",
+       "    Timestamp('2023-01-04 22:00:00'): 4.6,\n",
+       "    Timestamp('2023-01-04 22:06:00'): 5.5,\n",
+       "    Timestamp('2023-01-04 22:12:00'): 4.8,\n",
+       "    Timestamp('2023-01-04 22:18:00'): 3.3,\n",
+       "    Timestamp('2023-01-04 22:24:00'): 3.8,\n",
+       "    Timestamp('2023-01-04 22:30:00'): 5.0,\n",
+       "    Timestamp('2023-01-04 22:36:00'): 5.2,\n",
+       "    Timestamp('2023-01-04 22:42:00'): 3.5,\n",
+       "    Timestamp('2023-01-04 22:48:00'): 3.6,\n",
+       "    Timestamp('2023-01-04 22:54:00'): 4.4,\n",
+       "    Timestamp('2023-01-04 23:00:00'): 4.7,\n",
+       "    Timestamp('2023-01-04 23:06:00'): 4.6,\n",
+       "    Timestamp('2023-01-04 23:12:00'): 4.5,\n",
+       "    Timestamp('2023-01-04 23:18:00'): 3.0,\n",
+       "    Timestamp('2023-01-04 23:24:00'): 3.9,\n",
+       "    Timestamp('2023-01-04 23:30:00'): 3.8,\n",
+       "    Timestamp('2023-01-04 23:36:00'): 4.6,\n",
+       "    Timestamp('2023-01-04 23:42:00'): 3.5,\n",
+       "    Timestamp('2023-01-04 23:48:00'): 3.9,\n",
+       "    Timestamp('2023-01-04 23:54:00'): 3.8,\n",
+       "    Timestamp('2023-01-05 00:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-05 00:06:00'): 3.1,\n",
+       "    Timestamp('2023-01-05 00:12:00'): 3.1,\n",
+       "    Timestamp('2023-01-05 00:18:00'): 2.8,\n",
+       "    Timestamp('2023-01-05 00:24:00'): 3.7,\n",
+       "    Timestamp('2023-01-05 00:30:00'): 3.2,\n",
+       "    Timestamp('2023-01-05 00:36:00'): 2.0,\n",
+       "    Timestamp('2023-01-05 00:42:00'): 2.1,\n",
+       "    Timestamp('2023-01-05 00:48:00'): 1.4,\n",
+       "    Timestamp('2023-01-05 00:54:00'): 1.9,\n",
+       "    Timestamp('2023-01-05 01:00:00'): 1.5,\n",
+       "    Timestamp('2023-01-05 01:06:00'): 1.2,\n",
+       "    Timestamp('2023-01-05 01:12:00'): 1.2,\n",
+       "    Timestamp('2023-01-05 01:18:00'): 1.6,\n",
+       "    Timestamp('2023-01-05 01:24:00'): 1.9,\n",
+       "    Timestamp('2023-01-05 01:30:00'): 1.9,\n",
+       "    Timestamp('2023-01-05 01:36:00'): 2.1,\n",
+       "    Timestamp('2023-01-05 01:42:00'): 2.1,\n",
+       "    Timestamp('2023-01-05 01:48:00'): 2.0,\n",
+       "    Timestamp('2023-01-05 01:54:00'): 1.3,\n",
+       "    Timestamp('2023-01-05 02:00:00'): 1.4,\n",
+       "    Timestamp('2023-01-05 02:06:00'): 2.6,\n",
+       "    Timestamp('2023-01-05 02:12:00'): 2.7,\n",
+       "    Timestamp('2023-01-05 02:18:00'): 3.3,\n",
+       "    Timestamp('2023-01-05 02:24:00'): 3.4,\n",
+       "    Timestamp('2023-01-05 02:30:00'): 3.5,\n",
+       "    Timestamp('2023-01-05 02:36:00'): 2.7,\n",
+       "    Timestamp('2023-01-05 02:42:00'): 2.4,\n",
+       "    Timestamp('2023-01-05 02:48:00'): 2.8,\n",
+       "    Timestamp('2023-01-05 02:54:00'): 2.7,\n",
+       "    Timestamp('2023-01-05 03:00:00'): 2.5,\n",
+       "    Timestamp('2023-01-05 03:06:00'): 2.6,\n",
+       "    Timestamp('2023-01-05 03:12:00'): 2.3,\n",
+       "    Timestamp('2023-01-05 03:18:00'): 2.1,\n",
+       "    Timestamp('2023-01-05 03:24:00'): 2.6,\n",
+       "    Timestamp('2023-01-05 03:30:00'): 2.2,\n",
+       "    Timestamp('2023-01-05 03:36:00'): 2.5,\n",
+       "    Timestamp('2023-01-05 03:42:00'): 4.5,\n",
+       "    Timestamp('2023-01-05 03:48:00'): 3.5,\n",
+       "    Timestamp('2023-01-05 03:54:00'): 3.9,\n",
+       "    Timestamp('2023-01-05 04:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-05 04:06:00'): 3.4,\n",
+       "    ...},\n",
+       "   'WVHT': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:36:00'): nan,\n",
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+       "    Timestamp('2023-01-04 16:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:06:00'): nan,\n",
+       "    ...},\n",
+       "   'DPD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:18:00'): nan,\n",
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+       "    Timestamp('2023-01-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:06:00'): nan,\n",
+       "    ...},\n",
+       "   'APD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:54:00'): nan,\n",
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+       "    Timestamp('2023-01-04 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:06:00'): nan,\n",
+       "    ...},\n",
+       "   'MWD': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:54:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:30:00'): nan,\n",
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+       "    Timestamp('2023-01-04 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:06:00'): nan,\n",
+       "    ...},\n",
+       "   'PRES': {Timestamp('2023-01-01 00:00:00'): 1010.4,\n",
+       "    Timestamp('2023-01-01 00:06:00'): 1010.7,\n",
+       "    Timestamp('2023-01-01 00:12:00'): 1010.7,\n",
+       "    Timestamp('2023-01-01 00:18:00'): 1011.0,\n",
+       "    Timestamp('2023-01-01 00:24:00'): 1011.0,\n",
+       "    Timestamp('2023-01-01 00:30:00'): 1010.6,\n",
+       "    Timestamp('2023-01-01 00:36:00'): 1010.5,\n",
+       "    Timestamp('2023-01-01 00:42:00'): 1010.6,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 1010.2,\n",
+       "    Timestamp('2023-01-01 01:06:00'): 1009.8,\n",
+       "    Timestamp('2023-01-01 01:12:00'): 1009.6,\n",
+       "    Timestamp('2023-01-01 01:18:00'): 1010.0,\n",
+       "    Timestamp('2023-01-01 01:24:00'): 1009.7,\n",
+       "    Timestamp('2023-01-01 01:30:00'): 1009.6,\n",
+       "    Timestamp('2023-01-01 01:36:00'): 1009.6,\n",
+       "    Timestamp('2023-01-01 01:42:00'): 1010.4,\n",
+       "    Timestamp('2023-01-01 01:48:00'): 1010.8,\n",
+       "    Timestamp('2023-01-01 01:54:00'): 1010.9,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 1010.9,\n",
+       "    Timestamp('2023-01-01 02:06:00'): 1010.8,\n",
+       "    Timestamp('2023-01-01 02:12:00'): 1010.6,\n",
+       "    Timestamp('2023-01-01 02:18:00'): 1010.6,\n",
+       "    Timestamp('2023-01-01 02:24:00'): 1010.5,\n",
+       "    Timestamp('2023-01-01 02:30:00'): 1010.0,\n",
+       "    Timestamp('2023-01-01 02:36:00'): 1009.7,\n",
+       "    Timestamp('2023-01-01 02:42:00'): 1009.3,\n",
+       "    Timestamp('2023-01-01 02:48:00'): 1008.5,\n",
+       "    Timestamp('2023-01-01 02:54:00'): 1008.8,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 1009.4,\n",
+       "    Timestamp('2023-01-01 03:06:00'): 1009.5,\n",
+       "    Timestamp('2023-01-01 03:12:00'): 1009.7,\n",
+       "    Timestamp('2023-01-01 03:18:00'): 1009.9,\n",
+       "    Timestamp('2023-01-01 03:24:00'): 1010.1,\n",
+       "    Timestamp('2023-01-01 03:30:00'): 1009.9,\n",
+       "    Timestamp('2023-01-01 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:54:00'): 1009.9,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 1009.8,\n",
+       "    Timestamp('2023-01-01 04:06:00'): 1009.8,\n",
+       "    Timestamp('2023-01-01 04:12:00'): 1009.9,\n",
+       "    Timestamp('2023-01-01 04:18:00'): 1009.9,\n",
+       "    Timestamp('2023-01-01 04:24:00'): 1009.8,\n",
+       "    Timestamp('2023-01-01 04:30:00'): 1009.6,\n",
+       "    Timestamp('2023-01-01 04:36:00'): 1009.6,\n",
+       "    Timestamp('2023-01-01 04:42:00'): 1009.6,\n",
+       "    Timestamp('2023-01-01 04:48:00'): 1009.7,\n",
+       "    Timestamp('2023-01-01 04:54:00'): 1010.0,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 1010.1,\n",
+       "    Timestamp('2023-01-01 05:06:00'): 1010.0,\n",
+       "    Timestamp('2023-01-01 05:12:00'): 1010.0,\n",
+       "    Timestamp('2023-01-01 05:18:00'): 1010.0,\n",
+       "    Timestamp('2023-01-01 05:24:00'): 1010.0,\n",
+       "    Timestamp('2023-01-01 05:30:00'): 1010.0,\n",
+       "    Timestamp('2023-01-01 05:36:00'): 1010.1,\n",
+       "    Timestamp('2023-01-01 05:42:00'): 1010.1,\n",
+       "    Timestamp('2023-01-01 05:48:00'): 1010.2,\n",
+       "    Timestamp('2023-01-01 05:54:00'): 1010.4,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 1010.4,\n",
+       "    Timestamp('2023-01-01 06:06:00'): 1010.3,\n",
+       "    Timestamp('2023-01-01 06:12:00'): 1010.4,\n",
+       "    Timestamp('2023-01-01 06:18:00'): 1010.5,\n",
+       "    Timestamp('2023-01-01 06:24:00'): 1010.6,\n",
+       "    Timestamp('2023-01-01 06:30:00'): 1010.7,\n",
+       "    Timestamp('2023-01-01 06:36:00'): 1010.7,\n",
+       "    Timestamp('2023-01-01 06:42:00'): 1010.8,\n",
+       "    Timestamp('2023-01-01 06:48:00'): 1011.0,\n",
+       "    Timestamp('2023-01-01 06:54:00'): 1011.1,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 1011.1,\n",
+       "    Timestamp('2023-01-01 07:06:00'): 1011.2,\n",
+       "    Timestamp('2023-01-01 07:12:00'): 1011.2,\n",
+       "    Timestamp('2023-01-01 07:18:00'): 1011.3,\n",
+       "    Timestamp('2023-01-01 07:24:00'): 1011.2,\n",
+       "    Timestamp('2023-01-01 07:30:00'): 1011.2,\n",
+       "    Timestamp('2023-01-01 07:36:00'): 1011.2,\n",
+       "    Timestamp('2023-01-01 07:42:00'): 1011.3,\n",
+       "    Timestamp('2023-01-01 07:48:00'): 1011.3,\n",
+       "    Timestamp('2023-01-01 07:54:00'): 1011.4,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 1011.2,\n",
+       "    Timestamp('2023-01-01 08:06:00'): 1011.3,\n",
+       "    Timestamp('2023-01-01 08:12:00'): 1011.6,\n",
+       "    Timestamp('2023-01-01 08:18:00'): 1011.8,\n",
+       "    Timestamp('2023-01-01 08:24:00'): 1011.9,\n",
+       "    Timestamp('2023-01-01 08:30:00'): 1012.0,\n",
+       "    Timestamp('2023-01-01 08:36:00'): 1012.1,\n",
+       "    Timestamp('2023-01-01 08:42:00'): 1012.2,\n",
+       "    Timestamp('2023-01-01 08:48:00'): 1012.2,\n",
+       "    Timestamp('2023-01-01 08:54:00'): 1012.2,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 1012.2,\n",
+       "    Timestamp('2023-01-01 09:06:00'): 1012.2,\n",
+       "    Timestamp('2023-01-01 09:12:00'): 1012.3,\n",
+       "    Timestamp('2023-01-01 09:18:00'): 1012.4,\n",
+       "    Timestamp('2023-01-01 09:24:00'): 1012.4,\n",
+       "    Timestamp('2023-01-01 09:30:00'): 1012.5,\n",
+       "    Timestamp('2023-01-01 09:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:54:00'): 1012.6,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 1012.7,\n",
+       "    Timestamp('2023-01-01 10:06:00'): 1012.8,\n",
+       "    Timestamp('2023-01-01 10:12:00'): 1012.9,\n",
+       "    Timestamp('2023-01-01 10:18:00'): 1012.8,\n",
+       "    Timestamp('2023-01-01 10:24:00'): 1012.9,\n",
+       "    Timestamp('2023-01-01 10:30:00'): 1013.0,\n",
+       "    Timestamp('2023-01-01 10:36:00'): 1013.2,\n",
+       "    Timestamp('2023-01-01 10:42:00'): 1013.3,\n",
+       "    Timestamp('2023-01-01 10:48:00'): 1013.4,\n",
+       "    Timestamp('2023-01-01 10:54:00'): 1013.3,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 1013.3,\n",
+       "    Timestamp('2023-01-01 11:06:00'): 1013.4,\n",
+       "    Timestamp('2023-01-01 11:12:00'): 1013.6,\n",
+       "    Timestamp('2023-01-01 11:18:00'): 1013.5,\n",
+       "    Timestamp('2023-01-01 11:24:00'): 1013.6,\n",
+       "    Timestamp('2023-01-01 11:30:00'): 1013.8,\n",
+       "    Timestamp('2023-01-01 11:36:00'): 1013.8,\n",
+       "    Timestamp('2023-01-01 11:42:00'): 1013.8,\n",
+       "    Timestamp('2023-01-01 11:48:00'): 1013.9,\n",
+       "    Timestamp('2023-01-01 11:54:00'): 1014.1,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 1014.2,\n",
+       "    Timestamp('2023-01-01 12:06:00'): 1014.3,\n",
+       "    Timestamp('2023-01-01 12:12:00'): 1014.4,\n",
+       "    Timestamp('2023-01-01 12:18:00'): 1014.5,\n",
+       "    Timestamp('2023-01-01 12:24:00'): 1014.7,\n",
+       "    Timestamp('2023-01-01 12:30:00'): 1014.7,\n",
+       "    Timestamp('2023-01-01 12:36:00'): 1014.7,\n",
+       "    Timestamp('2023-01-01 12:42:00'): 1014.8,\n",
+       "    Timestamp('2023-01-01 12:48:00'): 1014.9,\n",
+       "    Timestamp('2023-01-01 12:54:00'): 1014.9,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 1015.0,\n",
+       "    Timestamp('2023-01-01 13:06:00'): 1015.2,\n",
+       "    Timestamp('2023-01-01 13:12:00'): 1015.4,\n",
+       "    Timestamp('2023-01-01 13:18:00'): 1015.5,\n",
+       "    Timestamp('2023-01-01 13:24:00'): 1015.6,\n",
+       "    Timestamp('2023-01-01 13:30:00'): 1015.7,\n",
+       "    Timestamp('2023-01-01 13:36:00'): 1015.8,\n",
+       "    Timestamp('2023-01-01 13:42:00'): 1015.8,\n",
+       "    Timestamp('2023-01-01 13:48:00'): 1015.7,\n",
+       "    Timestamp('2023-01-01 13:54:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 14:06:00'): 1016.2,\n",
+       "    Timestamp('2023-01-01 14:12:00'): 1016.1,\n",
+       "    Timestamp('2023-01-01 14:18:00'): 1016.3,\n",
+       "    Timestamp('2023-01-01 14:24:00'): 1016.4,\n",
+       "    Timestamp('2023-01-01 14:30:00'): 1016.5,\n",
+       "    Timestamp('2023-01-01 14:36:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 14:42:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 14:48:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 14:54:00'): 1016.5,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 15:06:00'): 1016.5,\n",
+       "    Timestamp('2023-01-01 15:12:00'): 1016.5,\n",
+       "    Timestamp('2023-01-01 15:18:00'): 1016.4,\n",
+       "    Timestamp('2023-01-01 15:24:00'): 1016.4,\n",
+       "    Timestamp('2023-01-01 15:30:00'): 1016.5,\n",
+       "    Timestamp('2023-01-01 15:36:00'): 1016.5,\n",
+       "    Timestamp('2023-01-01 15:42:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 15:48:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 15:54:00'): 1016.7,\n",
+       "    Timestamp('2023-01-01 16:00:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 16:06:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 16:12:00'): 1016.4,\n",
+       "    Timestamp('2023-01-01 16:18:00'): 1016.3,\n",
+       "    Timestamp('2023-01-01 16:24:00'): 1016.2,\n",
+       "    Timestamp('2023-01-01 16:30:00'): 1016.3,\n",
+       "    Timestamp('2023-01-01 16:36:00'): 1016.2,\n",
+       "    Timestamp('2023-01-01 16:42:00'): 1016.1,\n",
+       "    Timestamp('2023-01-01 16:48:00'): 1016.0,\n",
+       "    Timestamp('2023-01-01 16:54:00'): 1016.0,\n",
+       "    Timestamp('2023-01-01 17:00:00'): 1016.0,\n",
+       "    Timestamp('2023-01-01 17:06:00'): 1016.0,\n",
+       "    Timestamp('2023-01-01 17:12:00'): 1016.0,\n",
+       "    Timestamp('2023-01-01 17:18:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 17:24:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 17:30:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 17:36:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 17:42:00'): 1015.7,\n",
+       "    Timestamp('2023-01-01 17:48:00'): 1015.7,\n",
+       "    Timestamp('2023-01-01 17:54:00'): 1015.8,\n",
+       "    Timestamp('2023-01-01 18:00:00'): 1015.7,\n",
+       "    Timestamp('2023-01-01 18:06:00'): 1015.7,\n",
+       "    Timestamp('2023-01-01 18:12:00'): 1015.6,\n",
+       "    Timestamp('2023-01-01 18:18:00'): 1015.5,\n",
+       "    Timestamp('2023-01-01 18:24:00'): 1015.5,\n",
+       "    Timestamp('2023-01-01 18:30:00'): 1015.4,\n",
+       "    Timestamp('2023-01-01 18:36:00'): 1015.4,\n",
+       "    Timestamp('2023-01-01 18:42:00'): 1015.4,\n",
+       "    Timestamp('2023-01-01 18:48:00'): 1015.3,\n",
+       "    Timestamp('2023-01-01 18:54:00'): 1015.1,\n",
+       "    Timestamp('2023-01-01 19:00:00'): 1015.0,\n",
+       "    Timestamp('2023-01-01 19:06:00'): 1014.9,\n",
+       "    Timestamp('2023-01-01 19:12:00'): 1014.8,\n",
+       "    Timestamp('2023-01-01 19:18:00'): 1014.8,\n",
+       "    Timestamp('2023-01-01 19:24:00'): 1014.8,\n",
+       "    Timestamp('2023-01-01 19:30:00'): 1014.8,\n",
+       "    Timestamp('2023-01-01 19:36:00'): 1014.8,\n",
+       "    Timestamp('2023-01-01 19:42:00'): 1014.8,\n",
+       "    Timestamp('2023-01-01 19:48:00'): 1014.8,\n",
+       "    Timestamp('2023-01-01 19:54:00'): 1014.6,\n",
+       "    Timestamp('2023-01-01 20:00:00'): 1014.7,\n",
+       "    Timestamp('2023-01-01 20:06:00'): 1014.8,\n",
+       "    Timestamp('2023-01-01 20:12:00'): 1014.9,\n",
+       "    Timestamp('2023-01-01 20:18:00'): 1014.9,\n",
+       "    Timestamp('2023-01-01 20:24:00'): 1014.9,\n",
+       "    Timestamp('2023-01-01 20:30:00'): 1014.9,\n",
+       "    Timestamp('2023-01-01 20:36:00'): 1014.9,\n",
+       "    Timestamp('2023-01-01 20:42:00'): 1015.0,\n",
+       "    Timestamp('2023-01-01 20:48:00'): 1015.0,\n",
+       "    Timestamp('2023-01-01 20:54:00'): 1015.0,\n",
+       "    Timestamp('2023-01-01 21:00:00'): 1015.1,\n",
+       "    Timestamp('2023-01-01 21:06:00'): 1015.1,\n",
+       "    Timestamp('2023-01-01 21:12:00'): 1015.2,\n",
+       "    Timestamp('2023-01-01 21:18:00'): 1015.2,\n",
+       "    Timestamp('2023-01-01 21:24:00'): 1015.1,\n",
+       "    Timestamp('2023-01-01 21:30:00'): 1015.1,\n",
+       "    Timestamp('2023-01-01 21:36:00'): 1015.2,\n",
+       "    Timestamp('2023-01-01 21:42:00'): 1015.2,\n",
+       "    Timestamp('2023-01-01 21:48:00'): 1015.3,\n",
+       "    Timestamp('2023-01-01 21:54:00'): 1015.4,\n",
+       "    Timestamp('2023-01-01 22:00:00'): 1015.6,\n",
+       "    Timestamp('2023-01-01 22:06:00'): 1015.7,\n",
+       "    Timestamp('2023-01-01 22:12:00'): 1015.8,\n",
+       "    Timestamp('2023-01-01 22:18:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 22:24:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 22:30:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 22:36:00'): 1015.9,\n",
+       "    Timestamp('2023-01-01 22:42:00'): 1016.1,\n",
+       "    Timestamp('2023-01-01 22:48:00'): 1016.2,\n",
+       "    Timestamp('2023-01-01 22:54:00'): 1016.3,\n",
+       "    Timestamp('2023-01-01 23:00:00'): 1016.4,\n",
+       "    Timestamp('2023-01-01 23:06:00'): 1016.3,\n",
+       "    Timestamp('2023-01-01 23:12:00'): 1016.5,\n",
+       "    Timestamp('2023-01-01 23:18:00'): 1016.5,\n",
+       "    Timestamp('2023-01-01 23:24:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 23:30:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 23:36:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 23:42:00'): 1016.6,\n",
+       "    Timestamp('2023-01-01 23:48:00'): 1016.8,\n",
+       "    Timestamp('2023-01-01 23:54:00'): 1016.8,\n",
+       "    Timestamp('2023-01-02 00:00:00'): 1016.7,\n",
+       "    Timestamp('2023-01-02 00:06:00'): 1016.8,\n",
+       "    Timestamp('2023-01-02 00:12:00'): 1016.8,\n",
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+       "    Timestamp('2023-01-04 12:18:00'): 1011.9,\n",
+       "    Timestamp('2023-01-04 12:24:00'): 1012.1,\n",
+       "    Timestamp('2023-01-04 12:30:00'): 1012.0,\n",
+       "    Timestamp('2023-01-04 12:36:00'): 1012.0,\n",
+       "    Timestamp('2023-01-04 12:42:00'): 1011.9,\n",
+       "    Timestamp('2023-01-04 12:48:00'): 1012.0,\n",
+       "    Timestamp('2023-01-04 12:54:00'): 1012.0,\n",
+       "    Timestamp('2023-01-04 13:00:00'): 1012.0,\n",
+       "    Timestamp('2023-01-04 13:06:00'): 1012.0,\n",
+       "    Timestamp('2023-01-04 13:12:00'): 1012.0,\n",
+       "    Timestamp('2023-01-04 13:18:00'): 1012.1,\n",
+       "    Timestamp('2023-01-04 13:24:00'): 1012.0,\n",
+       "    Timestamp('2023-01-04 13:30:00'): 1012.1,\n",
+       "    Timestamp('2023-01-04 13:36:00'): 1012.1,\n",
+       "    Timestamp('2023-01-04 13:42:00'): 1012.1,\n",
+       "    Timestamp('2023-01-04 13:48:00'): 1012.2,\n",
+       "    Timestamp('2023-01-04 13:54:00'): 1012.2,\n",
+       "    Timestamp('2023-01-04 14:00:00'): 1012.2,\n",
+       "    Timestamp('2023-01-04 14:06:00'): 1012.3,\n",
+       "    Timestamp('2023-01-04 14:12:00'): 1012.3,\n",
+       "    Timestamp('2023-01-04 14:18:00'): 1012.3,\n",
+       "    Timestamp('2023-01-04 14:24:00'): 1012.4,\n",
+       "    Timestamp('2023-01-04 14:30:00'): 1012.5,\n",
+       "    Timestamp('2023-01-04 14:36:00'): 1012.6,\n",
+       "    Timestamp('2023-01-04 14:42:00'): 1012.7,\n",
+       "    Timestamp('2023-01-04 14:48:00'): 1012.8,\n",
+       "    Timestamp('2023-01-04 14:54:00'): 1012.8,\n",
+       "    Timestamp('2023-01-04 15:00:00'): 1012.8,\n",
+       "    Timestamp('2023-01-04 15:06:00'): 1012.9,\n",
+       "    Timestamp('2023-01-04 15:12:00'): 1012.9,\n",
+       "    Timestamp('2023-01-04 15:18:00'): 1012.9,\n",
+       "    Timestamp('2023-01-04 15:24:00'): 1012.9,\n",
+       "    Timestamp('2023-01-04 15:30:00'): 1013.0,\n",
+       "    Timestamp('2023-01-04 15:36:00'): 1012.8,\n",
+       "    Timestamp('2023-01-04 15:42:00'): 1012.7,\n",
+       "    Timestamp('2023-01-04 15:48:00'): 1012.6,\n",
+       "    Timestamp('2023-01-04 15:54:00'): 1012.5,\n",
+       "    Timestamp('2023-01-04 16:00:00'): 1012.3,\n",
+       "    Timestamp('2023-01-04 16:06:00'): 1012.3,\n",
+       "    Timestamp('2023-01-04 16:12:00'): 1012.2,\n",
+       "    Timestamp('2023-01-04 16:18:00'): 1012.1,\n",
+       "    Timestamp('2023-01-04 16:24:00'): 1012.1,\n",
+       "    Timestamp('2023-01-04 16:30:00'): 1011.9,\n",
+       "    Timestamp('2023-01-04 16:36:00'): 1011.7,\n",
+       "    Timestamp('2023-01-04 16:42:00'): 1011.6,\n",
+       "    Timestamp('2023-01-04 16:48:00'): 1011.3,\n",
+       "    Timestamp('2023-01-04 16:54:00'): 1011.0,\n",
+       "    Timestamp('2023-01-04 17:00:00'): 1010.9,\n",
+       "    Timestamp('2023-01-04 17:06:00'): 1010.9,\n",
+       "    Timestamp('2023-01-04 17:12:00'): 1010.8,\n",
+       "    Timestamp('2023-01-04 17:18:00'): 1010.6,\n",
+       "    Timestamp('2023-01-04 17:24:00'): 1010.6,\n",
+       "    Timestamp('2023-01-04 17:30:00'): 1010.6,\n",
+       "    Timestamp('2023-01-04 17:36:00'): 1010.5,\n",
+       "    Timestamp('2023-01-04 17:42:00'): 1010.9,\n",
+       "    Timestamp('2023-01-04 17:48:00'): 1010.9,\n",
+       "    Timestamp('2023-01-04 17:54:00'): 1010.8,\n",
+       "    Timestamp('2023-01-04 18:00:00'): 1010.3,\n",
+       "    Timestamp('2023-01-04 18:06:00'): 1010.1,\n",
+       "    Timestamp('2023-01-04 18:12:00'): 1009.8,\n",
+       "    Timestamp('2023-01-04 18:18:00'): 1009.7,\n",
+       "    Timestamp('2023-01-04 18:24:00'): 1009.7,\n",
+       "    Timestamp('2023-01-04 18:30:00'): 1010.0,\n",
+       "    Timestamp('2023-01-04 18:36:00'): 1009.8,\n",
+       "    Timestamp('2023-01-04 18:42:00'): 1009.6,\n",
+       "    Timestamp('2023-01-04 18:48:00'): 1009.6,\n",
+       "    Timestamp('2023-01-04 18:54:00'): 1009.6,\n",
+       "    Timestamp('2023-01-04 19:00:00'): 1009.7,\n",
+       "    Timestamp('2023-01-04 19:06:00'): 1009.5,\n",
+       "    Timestamp('2023-01-04 19:12:00'): 1009.4,\n",
+       "    Timestamp('2023-01-04 19:18:00'): 1009.4,\n",
+       "    Timestamp('2023-01-04 19:24:00'): 1009.2,\n",
+       "    Timestamp('2023-01-04 19:30:00'): 1009.0,\n",
+       "    Timestamp('2023-01-04 19:36:00'): 1009.1,\n",
+       "    Timestamp('2023-01-04 19:42:00'): 1009.2,\n",
+       "    Timestamp('2023-01-04 19:48:00'): 1009.2,\n",
+       "    Timestamp('2023-01-04 19:54:00'): 1008.9,\n",
+       "    Timestamp('2023-01-04 20:00:00'): 1008.7,\n",
+       "    Timestamp('2023-01-04 20:06:00'): 1008.8,\n",
+       "    Timestamp('2023-01-04 20:12:00'): 1008.4,\n",
+       "    Timestamp('2023-01-04 20:18:00'): 1008.5,\n",
+       "    Timestamp('2023-01-04 20:24:00'): 1008.4,\n",
+       "    Timestamp('2023-01-04 20:30:00'): 1008.6,\n",
+       "    Timestamp('2023-01-04 20:36:00'): 1008.4,\n",
+       "    Timestamp('2023-01-04 20:42:00'): 1008.5,\n",
+       "    Timestamp('2023-01-04 20:48:00'): 1008.3,\n",
+       "    Timestamp('2023-01-04 20:54:00'): 1008.2,\n",
+       "    Timestamp('2023-01-04 21:00:00'): 1008.2,\n",
+       "    Timestamp('2023-01-04 21:06:00'): 1008.5,\n",
+       "    Timestamp('2023-01-04 21:12:00'): 1008.8,\n",
+       "    Timestamp('2023-01-04 21:18:00'): 1008.7,\n",
+       "    Timestamp('2023-01-04 21:24:00'): 1008.8,\n",
+       "    Timestamp('2023-01-04 21:30:00'): 1008.9,\n",
+       "    Timestamp('2023-01-04 21:36:00'): 1009.0,\n",
+       "    Timestamp('2023-01-04 21:42:00'): 1009.6,\n",
+       "    Timestamp('2023-01-04 21:48:00'): 1009.8,\n",
+       "    Timestamp('2023-01-04 21:54:00'): 1009.6,\n",
+       "    Timestamp('2023-01-04 22:00:00'): 1009.2,\n",
+       "    Timestamp('2023-01-04 22:06:00'): 1009.0,\n",
+       "    Timestamp('2023-01-04 22:12:00'): 1008.9,\n",
+       "    Timestamp('2023-01-04 22:18:00'): 1008.9,\n",
+       "    Timestamp('2023-01-04 22:24:00'): 1008.7,\n",
+       "    Timestamp('2023-01-04 22:30:00'): 1008.6,\n",
+       "    Timestamp('2023-01-04 22:36:00'): 1008.5,\n",
+       "    Timestamp('2023-01-04 22:42:00'): 1008.5,\n",
+       "    Timestamp('2023-01-04 22:48:00'): 1008.7,\n",
+       "    Timestamp('2023-01-04 22:54:00'): 1008.6,\n",
+       "    Timestamp('2023-01-04 23:00:00'): 1008.6,\n",
+       "    Timestamp('2023-01-04 23:06:00'): 1008.6,\n",
+       "    Timestamp('2023-01-04 23:12:00'): 1008.7,\n",
+       "    Timestamp('2023-01-04 23:18:00'): 1008.6,\n",
+       "    Timestamp('2023-01-04 23:24:00'): 1008.4,\n",
+       "    Timestamp('2023-01-04 23:30:00'): 1008.2,\n",
+       "    Timestamp('2023-01-04 23:36:00'): 1008.0,\n",
+       "    Timestamp('2023-01-04 23:42:00'): 1007.8,\n",
+       "    Timestamp('2023-01-04 23:48:00'): 1007.7,\n",
+       "    Timestamp('2023-01-04 23:54:00'): 1007.6,\n",
+       "    Timestamp('2023-01-05 00:00:00'): 1007.6,\n",
+       "    Timestamp('2023-01-05 00:06:00'): 1007.6,\n",
+       "    Timestamp('2023-01-05 00:12:00'): 1007.6,\n",
+       "    Timestamp('2023-01-05 00:18:00'): 1007.8,\n",
+       "    Timestamp('2023-01-05 00:24:00'): 1007.8,\n",
+       "    Timestamp('2023-01-05 00:30:00'): 1008.0,\n",
+       "    Timestamp('2023-01-05 00:36:00'): 1008.1,\n",
+       "    Timestamp('2023-01-05 00:42:00'): 1008.2,\n",
+       "    Timestamp('2023-01-05 00:48:00'): 1008.3,\n",
+       "    Timestamp('2023-01-05 00:54:00'): 1008.5,\n",
+       "    Timestamp('2023-01-05 01:00:00'): 1008.7,\n",
+       "    Timestamp('2023-01-05 01:06:00'): 1008.8,\n",
+       "    Timestamp('2023-01-05 01:12:00'): 1008.7,\n",
+       "    Timestamp('2023-01-05 01:18:00'): 1008.7,\n",
+       "    Timestamp('2023-01-05 01:24:00'): 1008.6,\n",
+       "    Timestamp('2023-01-05 01:30:00'): 1008.6,\n",
+       "    Timestamp('2023-01-05 01:36:00'): 1008.6,\n",
+       "    Timestamp('2023-01-05 01:42:00'): 1008.5,\n",
+       "    Timestamp('2023-01-05 01:48:00'): 1008.4,\n",
+       "    Timestamp('2023-01-05 01:54:00'): 1008.3,\n",
+       "    Timestamp('2023-01-05 02:00:00'): 1008.4,\n",
+       "    Timestamp('2023-01-05 02:06:00'): 1008.4,\n",
+       "    Timestamp('2023-01-05 02:12:00'): 1008.4,\n",
+       "    Timestamp('2023-01-05 02:18:00'): 1008.4,\n",
+       "    Timestamp('2023-01-05 02:24:00'): 1008.4,\n",
+       "    Timestamp('2023-01-05 02:30:00'): 1008.5,\n",
+       "    Timestamp('2023-01-05 02:36:00'): 1008.7,\n",
+       "    Timestamp('2023-01-05 02:42:00'): 1008.7,\n",
+       "    Timestamp('2023-01-05 02:48:00'): 1008.9,\n",
+       "    Timestamp('2023-01-05 02:54:00'): 1008.9,\n",
+       "    Timestamp('2023-01-05 03:00:00'): 1009.0,\n",
+       "    Timestamp('2023-01-05 03:06:00'): 1009.0,\n",
+       "    Timestamp('2023-01-05 03:12:00'): 1009.0,\n",
+       "    Timestamp('2023-01-05 03:18:00'): 1009.0,\n",
+       "    Timestamp('2023-01-05 03:24:00'): 1009.1,\n",
+       "    Timestamp('2023-01-05 03:30:00'): 1009.1,\n",
+       "    Timestamp('2023-01-05 03:36:00'): 1009.1,\n",
+       "    Timestamp('2023-01-05 03:42:00'): 1009.2,\n",
+       "    Timestamp('2023-01-05 03:48:00'): 1009.2,\n",
+       "    Timestamp('2023-01-05 03:54:00'): 1009.2,\n",
+       "    Timestamp('2023-01-05 04:00:00'): 1009.3,\n",
+       "    Timestamp('2023-01-05 04:06:00'): 1009.4,\n",
+       "    ...},\n",
+       "   'ATMP': {Timestamp('2023-01-01 00:00:00'): 9.7,\n",
+       "    Timestamp('2023-01-01 00:06:00'): 9.4,\n",
+       "    Timestamp('2023-01-01 00:12:00'): 9.6,\n",
+       "    Timestamp('2023-01-01 00:18:00'): 10.9,\n",
+       "    Timestamp('2023-01-01 00:24:00'): 11.0,\n",
+       "    Timestamp('2023-01-01 00:30:00'): 11.4,\n",
+       "    Timestamp('2023-01-01 00:36:00'): 11.5,\n",
+       "    Timestamp('2023-01-01 00:42:00'): 11.6,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 10.9,\n",
+       "    Timestamp('2023-01-01 01:06:00'): 9.5,\n",
+       "    Timestamp('2023-01-01 01:12:00'): 7.9,\n",
+       "    Timestamp('2023-01-01 01:18:00'): 8.8,\n",
+       "    Timestamp('2023-01-01 01:24:00'): 8.7,\n",
+       "    Timestamp('2023-01-01 01:30:00'): 8.9,\n",
+       "    Timestamp('2023-01-01 01:36:00'): 9.2,\n",
+       "    Timestamp('2023-01-01 01:42:00'): 9.3,\n",
+       "    Timestamp('2023-01-01 01:48:00'): 10.6,\n",
+       "    Timestamp('2023-01-01 01:54:00'): 11.0,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 10.5,\n",
+       "    Timestamp('2023-01-01 02:06:00'): 10.1,\n",
+       "    Timestamp('2023-01-01 02:12:00'): 9.8,\n",
+       "    Timestamp('2023-01-01 02:18:00'): 10.0,\n",
+       "    Timestamp('2023-01-01 02:24:00'): 10.0,\n",
+       "    Timestamp('2023-01-01 02:30:00'): 9.6,\n",
+       "    Timestamp('2023-01-01 02:36:00'): 10.2,\n",
+       "    Timestamp('2023-01-01 02:42:00'): 10.6,\n",
+       "    Timestamp('2023-01-01 02:48:00'): 10.3,\n",
+       "    Timestamp('2023-01-01 02:54:00'): 11.1,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 11.9,\n",
+       "    Timestamp('2023-01-01 03:06:00'): 8.9,\n",
+       "    Timestamp('2023-01-01 03:12:00'): 8.7,\n",
+       "    Timestamp('2023-01-01 03:18:00'): 8.5,\n",
+       "    Timestamp('2023-01-01 03:24:00'): 9.1,\n",
+       "    Timestamp('2023-01-01 03:30:00'): 9.0,\n",
+       "    Timestamp('2023-01-01 03:36:00'): 7.5,\n",
+       "    Timestamp('2023-01-01 03:42:00'): 8.1,\n",
+       "    Timestamp('2023-01-01 03:48:00'): 8.3,\n",
+       "    Timestamp('2023-01-01 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:06:00'): 8.7,\n",
+       "    Timestamp('2023-01-01 04:12:00'): 8.9,\n",
+       "    Timestamp('2023-01-01 04:18:00'): 9.4,\n",
+       "    Timestamp('2023-01-01 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:36:00'): 10.9,\n",
+       "    Timestamp('2023-01-01 04:42:00'): 10.5,\n",
+       "    Timestamp('2023-01-01 04:48:00'): 10.0,\n",
+       "    Timestamp('2023-01-01 04:54:00'): 10.2,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 11.9,\n",
+       "    Timestamp('2023-01-01 05:06:00'): 12.8,\n",
+       "    Timestamp('2023-01-01 05:12:00'): 12.9,\n",
+       "    Timestamp('2023-01-01 05:18:00'): 13.0,\n",
+       "    Timestamp('2023-01-01 05:24:00'): 12.9,\n",
+       "    Timestamp('2023-01-01 05:30:00'): 12.9,\n",
+       "    Timestamp('2023-01-01 05:36:00'): 12.8,\n",
+       "    Timestamp('2023-01-01 05:42:00'): 12.8,\n",
+       "    Timestamp('2023-01-01 05:48:00'): 12.8,\n",
+       "    Timestamp('2023-01-01 05:54:00'): 12.6,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 12.7,\n",
+       "    Timestamp('2023-01-01 06:06:00'): 12.7,\n",
+       "    Timestamp('2023-01-01 06:12:00'): 12.7,\n",
+       "    Timestamp('2023-01-01 06:18:00'): 12.7,\n",
+       "    Timestamp('2023-01-01 06:24:00'): 12.5,\n",
+       "    Timestamp('2023-01-01 06:30:00'): 12.5,\n",
+       "    Timestamp('2023-01-01 06:36:00'): 12.5,\n",
+       "    Timestamp('2023-01-01 06:42:00'): 12.4,\n",
+       "    Timestamp('2023-01-01 06:48:00'): 12.4,\n",
+       "    Timestamp('2023-01-01 06:54:00'): 12.3,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 12.0,\n",
+       "    Timestamp('2023-01-01 07:06:00'): 12.0,\n",
+       "    Timestamp('2023-01-01 07:12:00'): 12.1,\n",
+       "    Timestamp('2023-01-01 07:18:00'): 12.1,\n",
+       "    Timestamp('2023-01-01 07:24:00'): 11.9,\n",
+       "    Timestamp('2023-01-01 07:30:00'): 11.9,\n",
+       "    Timestamp('2023-01-01 07:36:00'): 11.8,\n",
+       "    Timestamp('2023-01-01 07:42:00'): 10.3,\n",
+       "    Timestamp('2023-01-01 07:48:00'): 11.4,\n",
+       "    Timestamp('2023-01-01 07:54:00'): 10.6,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 10.8,\n",
+       "    Timestamp('2023-01-01 08:06:00'): 10.3,\n",
+       "    Timestamp('2023-01-01 08:12:00'): 10.0,\n",
+       "    Timestamp('2023-01-01 08:18:00'): 11.2,\n",
+       "    Timestamp('2023-01-01 08:24:00'): 11.5,\n",
+       "    Timestamp('2023-01-01 08:30:00'): 9.3,\n",
+       "    Timestamp('2023-01-01 08:36:00'): 8.0,\n",
+       "    Timestamp('2023-01-01 08:42:00'): 7.1,\n",
+       "    Timestamp('2023-01-01 08:48:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 08:54:00'): 7.9,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-01 09:06:00'): 8.0,\n",
+       "    Timestamp('2023-01-01 09:12:00'): 8.5,\n",
+       "    Timestamp('2023-01-01 09:18:00'): 8.5,\n",
+       "    Timestamp('2023-01-01 09:24:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 09:30:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 09:36:00'): 7.6,\n",
+       "    Timestamp('2023-01-01 09:42:00'): 7.8,\n",
+       "    Timestamp('2023-01-01 09:48:00'): 7.7,\n",
+       "    Timestamp('2023-01-01 09:54:00'): 9.5,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 10.0,\n",
+       "    Timestamp('2023-01-01 10:06:00'): 10.2,\n",
+       "    Timestamp('2023-01-01 10:12:00'): 7.1,\n",
+       "    Timestamp('2023-01-01 10:18:00'): 7.3,\n",
+       "    Timestamp('2023-01-01 10:24:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 10:30:00'): 6.3,\n",
+       "    Timestamp('2023-01-01 10:36:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 10:42:00'): 8.0,\n",
+       "    Timestamp('2023-01-01 10:48:00'): 8.5,\n",
+       "    Timestamp('2023-01-01 10:54:00'): 6.6,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-01 11:06:00'): 7.1,\n",
+       "    Timestamp('2023-01-01 11:12:00'): 7.5,\n",
+       "    Timestamp('2023-01-01 11:18:00'): 7.8,\n",
+       "    Timestamp('2023-01-01 11:24:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 11:30:00'): 5.9,\n",
+       "    Timestamp('2023-01-01 11:36:00'): 7.5,\n",
+       "    Timestamp('2023-01-01 11:42:00'): 8.5,\n",
+       "    Timestamp('2023-01-01 11:48:00'): 7.8,\n",
+       "    Timestamp('2023-01-01 11:54:00'): 5.6,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 5.3,\n",
+       "    Timestamp('2023-01-01 12:06:00'): 6.0,\n",
+       "    Timestamp('2023-01-01 12:12:00'): 5.9,\n",
+       "    Timestamp('2023-01-01 12:18:00'): 5.7,\n",
+       "    Timestamp('2023-01-01 12:24:00'): 5.5,\n",
+       "    Timestamp('2023-01-01 12:30:00'): 5.5,\n",
+       "    Timestamp('2023-01-01 12:36:00'): 5.7,\n",
+       "    Timestamp('2023-01-01 12:42:00'): 5.8,\n",
+       "    Timestamp('2023-01-01 12:48:00'): 6.4,\n",
+       "    Timestamp('2023-01-01 12:54:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 5.6,\n",
+       "    Timestamp('2023-01-01 13:06:00'): 5.8,\n",
+       "    Timestamp('2023-01-01 13:12:00'): 6.4,\n",
+       "    Timestamp('2023-01-01 13:18:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 13:24:00'): 7.6,\n",
+       "    Timestamp('2023-01-01 13:30:00'): 6.3,\n",
+       "    Timestamp('2023-01-01 13:36:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 13:42:00'): 7.0,\n",
+       "    Timestamp('2023-01-01 13:48:00'): 7.5,\n",
+       "    Timestamp('2023-01-01 13:54:00'): 8.2,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 8.2,\n",
+       "    Timestamp('2023-01-01 14:06:00'): 8.1,\n",
+       "    Timestamp('2023-01-01 14:12:00'): 8.1,\n",
+       "    Timestamp('2023-01-01 14:18:00'): 8.1,\n",
+       "    Timestamp('2023-01-01 14:24:00'): 8.3,\n",
+       "    Timestamp('2023-01-01 14:30:00'): 9.8,\n",
+       "    Timestamp('2023-01-01 14:36:00'): 8.7,\n",
+       "    Timestamp('2023-01-01 14:42:00'): 9.5,\n",
+       "    Timestamp('2023-01-01 14:48:00'): 11.9,\n",
+       "    Timestamp('2023-01-01 14:54:00'): 12.4,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 10.7,\n",
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+       "    Timestamp('2023-01-04 05:36:00'): 18.9,\n",
+       "    Timestamp('2023-01-04 05:42:00'): 18.9,\n",
+       "    Timestamp('2023-01-04 05:48:00'): 18.9,\n",
+       "    Timestamp('2023-01-04 05:54:00'): 18.9,\n",
+       "    Timestamp('2023-01-04 06:00:00'): 18.8,\n",
+       "    Timestamp('2023-01-04 06:06:00'): 18.7,\n",
+       "    Timestamp('2023-01-04 06:12:00'): 18.7,\n",
+       "    Timestamp('2023-01-04 06:18:00'): 18.7,\n",
+       "    Timestamp('2023-01-04 06:24:00'): 18.6,\n",
+       "    Timestamp('2023-01-04 06:30:00'): 18.7,\n",
+       "    Timestamp('2023-01-04 06:36:00'): 18.7,\n",
+       "    Timestamp('2023-01-04 06:42:00'): 18.4,\n",
+       "    Timestamp('2023-01-04 06:48:00'): 18.5,\n",
+       "    Timestamp('2023-01-04 06:54:00'): 18.3,\n",
+       "    Timestamp('2023-01-04 07:00:00'): 18.3,\n",
+       "    Timestamp('2023-01-04 07:06:00'): 18.2,\n",
+       "    Timestamp('2023-01-04 07:12:00'): 18.0,\n",
+       "    Timestamp('2023-01-04 07:18:00'): 17.9,\n",
+       "    Timestamp('2023-01-04 07:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:54:00'): 16.3,\n",
+       "    Timestamp('2023-01-04 08:00:00'): 17.0,\n",
+       "    Timestamp('2023-01-04 08:06:00'): 14.5,\n",
+       "    Timestamp('2023-01-04 08:12:00'): 12.4,\n",
+       "    Timestamp('2023-01-04 08:18:00'): 12.4,\n",
+       "    Timestamp('2023-01-04 08:24:00'): 13.4,\n",
+       "    Timestamp('2023-01-04 08:30:00'): 13.5,\n",
+       "    Timestamp('2023-01-04 08:36:00'): 14.0,\n",
+       "    Timestamp('2023-01-04 08:42:00'): 12.7,\n",
+       "    Timestamp('2023-01-04 08:48:00'): 12.2,\n",
+       "    Timestamp('2023-01-04 08:54:00'): 12.8,\n",
+       "    Timestamp('2023-01-04 09:00:00'): 12.7,\n",
+       "    Timestamp('2023-01-04 09:06:00'): 13.5,\n",
+       "    Timestamp('2023-01-04 09:12:00'): 14.1,\n",
+       "    Timestamp('2023-01-04 09:18:00'): 13.5,\n",
+       "    Timestamp('2023-01-04 09:24:00'): 13.2,\n",
+       "    Timestamp('2023-01-04 09:30:00'): 13.1,\n",
+       "    Timestamp('2023-01-04 09:36:00'): 11.1,\n",
+       "    Timestamp('2023-01-04 09:42:00'): 11.5,\n",
+       "    Timestamp('2023-01-04 09:48:00'): 10.0,\n",
+       "    Timestamp('2023-01-04 09:54:00'): 9.3,\n",
+       "    Timestamp('2023-01-04 10:00:00'): 9.6,\n",
+       "    Timestamp('2023-01-04 10:06:00'): 10.0,\n",
+       "    Timestamp('2023-01-04 10:12:00'): 10.5,\n",
+       "    Timestamp('2023-01-04 10:18:00'): 11.6,\n",
+       "    Timestamp('2023-01-04 10:24:00'): 11.9,\n",
+       "    Timestamp('2023-01-04 10:30:00'): 10.9,\n",
+       "    Timestamp('2023-01-04 10:36:00'): 11.0,\n",
+       "    Timestamp('2023-01-04 10:42:00'): 11.0,\n",
+       "    Timestamp('2023-01-04 10:48:00'): 10.7,\n",
+       "    Timestamp('2023-01-04 10:54:00'): 10.5,\n",
+       "    Timestamp('2023-01-04 11:00:00'): 10.0,\n",
+       "    Timestamp('2023-01-04 11:06:00'): 9.2,\n",
+       "    Timestamp('2023-01-04 11:12:00'): 8.5,\n",
+       "    Timestamp('2023-01-04 11:18:00'): 8.7,\n",
+       "    Timestamp('2023-01-04 11:24:00'): 8.9,\n",
+       "    Timestamp('2023-01-04 11:30:00'): 8.8,\n",
+       "    Timestamp('2023-01-04 11:36:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 11:42:00'): 8.5,\n",
+       "    Timestamp('2023-01-04 11:48:00'): 9.1,\n",
+       "    Timestamp('2023-01-04 11:54:00'): 9.6,\n",
+       "    Timestamp('2023-01-04 12:00:00'): 10.0,\n",
+       "    Timestamp('2023-01-04 12:06:00'): 10.5,\n",
+       "    Timestamp('2023-01-04 12:12:00'): 10.3,\n",
+       "    Timestamp('2023-01-04 12:18:00'): 9.9,\n",
+       "    Timestamp('2023-01-04 12:24:00'): 10.7,\n",
+       "    Timestamp('2023-01-04 12:30:00'): 10.8,\n",
+       "    Timestamp('2023-01-04 12:36:00'): 11.0,\n",
+       "    Timestamp('2023-01-04 12:42:00'): 11.2,\n",
+       "    Timestamp('2023-01-04 12:48:00'): 11.1,\n",
+       "    Timestamp('2023-01-04 12:54:00'): 11.1,\n",
+       "    Timestamp('2023-01-04 13:00:00'): 10.5,\n",
+       "    Timestamp('2023-01-04 13:06:00'): 10.3,\n",
+       "    Timestamp('2023-01-04 13:12:00'): 10.2,\n",
+       "    Timestamp('2023-01-04 13:18:00'): 10.2,\n",
+       "    Timestamp('2023-01-04 13:24:00'): 10.1,\n",
+       "    Timestamp('2023-01-04 13:30:00'): 9.6,\n",
+       "    Timestamp('2023-01-04 13:36:00'): 10.0,\n",
+       "    Timestamp('2023-01-04 13:42:00'): 10.5,\n",
+       "    Timestamp('2023-01-04 13:48:00'): 10.0,\n",
+       "    Timestamp('2023-01-04 13:54:00'): 9.6,\n",
+       "    Timestamp('2023-01-04 14:00:00'): 9.8,\n",
+       "    Timestamp('2023-01-04 14:06:00'): 10.2,\n",
+       "    Timestamp('2023-01-04 14:12:00'): 10.2,\n",
+       "    Timestamp('2023-01-04 14:18:00'): 10.1,\n",
+       "    Timestamp('2023-01-04 14:24:00'): 10.0,\n",
+       "    Timestamp('2023-01-04 14:30:00'): 9.8,\n",
+       "    Timestamp('2023-01-04 14:36:00'): 9.3,\n",
+       "    Timestamp('2023-01-04 14:42:00'): 9.5,\n",
+       "    Timestamp('2023-01-04 14:48:00'): 9.4,\n",
+       "    Timestamp('2023-01-04 14:54:00'): 9.9,\n",
+       "    Timestamp('2023-01-04 15:00:00'): 9.9,\n",
+       "    Timestamp('2023-01-04 15:06:00'): 10.6,\n",
+       "    Timestamp('2023-01-04 15:12:00'): 11.1,\n",
+       "    Timestamp('2023-01-04 15:18:00'): 11.1,\n",
+       "    Timestamp('2023-01-04 15:24:00'): 11.0,\n",
+       "    Timestamp('2023-01-04 15:30:00'): 11.6,\n",
+       "    Timestamp('2023-01-04 15:36:00'): 11.6,\n",
+       "    Timestamp('2023-01-04 15:42:00'): 13.0,\n",
+       "    Timestamp('2023-01-04 15:48:00'): 12.6,\n",
+       "    Timestamp('2023-01-04 15:54:00'): 11.4,\n",
+       "    Timestamp('2023-01-04 16:00:00'): 10.3,\n",
+       "    Timestamp('2023-01-04 16:06:00'): 9.8,\n",
+       "    Timestamp('2023-01-04 16:12:00'): 10.1,\n",
+       "    Timestamp('2023-01-04 16:18:00'): 10.3,\n",
+       "    Timestamp('2023-01-04 16:24:00'): 10.7,\n",
+       "    Timestamp('2023-01-04 16:30:00'): 10.8,\n",
+       "    Timestamp('2023-01-04 16:36:00'): 10.5,\n",
+       "    Timestamp('2023-01-04 16:42:00'): 11.0,\n",
+       "    Timestamp('2023-01-04 16:48:00'): 10.1,\n",
+       "    Timestamp('2023-01-04 16:54:00'): 10.4,\n",
+       "    Timestamp('2023-01-04 17:00:00'): 10.9,\n",
+       "    Timestamp('2023-01-04 17:06:00'): 9.4,\n",
+       "    Timestamp('2023-01-04 17:12:00'): 9.1,\n",
+       "    Timestamp('2023-01-04 17:18:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 17:24:00'): 8.6,\n",
+       "    Timestamp('2023-01-04 17:30:00'): 9.0,\n",
+       "    Timestamp('2023-01-04 17:36:00'): 8.9,\n",
+       "    Timestamp('2023-01-04 17:42:00'): 10.3,\n",
+       "    Timestamp('2023-01-04 17:48:00'): 10.3,\n",
+       "    Timestamp('2023-01-04 17:54:00'): 10.4,\n",
+       "    Timestamp('2023-01-04 18:00:00'): 9.2,\n",
+       "    Timestamp('2023-01-04 18:06:00'): 9.3,\n",
+       "    Timestamp('2023-01-04 18:12:00'): 10.0,\n",
+       "    Timestamp('2023-01-04 18:18:00'): 11.3,\n",
+       "    Timestamp('2023-01-04 18:24:00'): 9.7,\n",
+       "    Timestamp('2023-01-04 18:30:00'): 9.5,\n",
+       "    Timestamp('2023-01-04 18:36:00'): 9.1,\n",
+       "    Timestamp('2023-01-04 18:42:00'): 8.8,\n",
+       "    Timestamp('2023-01-04 18:48:00'): 8.7,\n",
+       "    Timestamp('2023-01-04 18:54:00'): 9.2,\n",
+       "    Timestamp('2023-01-04 19:00:00'): 9.8,\n",
+       "    Timestamp('2023-01-04 19:06:00'): 13.4,\n",
+       "    Timestamp('2023-01-04 19:12:00'): 14.4,\n",
+       "    Timestamp('2023-01-04 19:18:00'): 13.2,\n",
+       "    Timestamp('2023-01-04 19:24:00'): 14.4,\n",
+       "    Timestamp('2023-01-04 19:30:00'): 14.1,\n",
+       "    Timestamp('2023-01-04 19:36:00'): 11.9,\n",
+       "    Timestamp('2023-01-04 19:42:00'): 9.4,\n",
+       "    Timestamp('2023-01-04 19:48:00'): 10.6,\n",
+       "    Timestamp('2023-01-04 19:54:00'): 10.5,\n",
+       "    Timestamp('2023-01-04 20:00:00'): 11.0,\n",
+       "    Timestamp('2023-01-04 20:06:00'): 12.0,\n",
+       "    Timestamp('2023-01-04 20:12:00'): 10.1,\n",
+       "    Timestamp('2023-01-04 20:18:00'): 10.7,\n",
+       "    Timestamp('2023-01-04 20:24:00'): 11.3,\n",
+       "    Timestamp('2023-01-04 20:30:00'): 12.3,\n",
+       "    Timestamp('2023-01-04 20:36:00'): 12.2,\n",
+       "    Timestamp('2023-01-04 20:42:00'): 12.7,\n",
+       "    Timestamp('2023-01-04 20:48:00'): 13.3,\n",
+       "    Timestamp('2023-01-04 20:54:00'): 14.0,\n",
+       "    Timestamp('2023-01-04 21:00:00'): 14.3,\n",
+       "    Timestamp('2023-01-04 21:06:00'): 14.8,\n",
+       "    Timestamp('2023-01-04 21:12:00'): 14.8,\n",
+       "    Timestamp('2023-01-04 21:18:00'): 14.7,\n",
+       "    Timestamp('2023-01-04 21:24:00'): 14.6,\n",
+       "    Timestamp('2023-01-04 21:30:00'): 14.7,\n",
+       "    Timestamp('2023-01-04 21:36:00'): 14.7,\n",
+       "    Timestamp('2023-01-04 21:42:00'): 14.7,\n",
+       "    Timestamp('2023-01-04 21:48:00'): 14.3,\n",
+       "    Timestamp('2023-01-04 21:54:00'): 14.1,\n",
+       "    Timestamp('2023-01-04 22:00:00'): 13.9,\n",
+       "    Timestamp('2023-01-04 22:06:00'): 14.0,\n",
+       "    Timestamp('2023-01-04 22:12:00'): 14.0,\n",
+       "    Timestamp('2023-01-04 22:18:00'): 14.0,\n",
+       "    Timestamp('2023-01-04 22:24:00'): 13.9,\n",
+       "    Timestamp('2023-01-04 22:30:00'): 14.0,\n",
+       "    Timestamp('2023-01-04 22:36:00'): 13.3,\n",
+       "    Timestamp('2023-01-04 22:42:00'): 10.9,\n",
+       "    Timestamp('2023-01-04 22:48:00'): 13.5,\n",
+       "    Timestamp('2023-01-04 22:54:00'): 14.2,\n",
+       "    Timestamp('2023-01-04 23:00:00'): 14.3,\n",
+       "    Timestamp('2023-01-04 23:06:00'): 14.4,\n",
+       "    Timestamp('2023-01-04 23:12:00'): 14.6,\n",
+       "    Timestamp('2023-01-04 23:18:00'): 13.9,\n",
+       "    Timestamp('2023-01-04 23:24:00'): 13.2,\n",
+       "    Timestamp('2023-01-04 23:30:00'): 12.9,\n",
+       "    Timestamp('2023-01-04 23:36:00'): 13.2,\n",
+       "    Timestamp('2023-01-04 23:42:00'): 13.1,\n",
+       "    Timestamp('2023-01-04 23:48:00'): 13.7,\n",
+       "    Timestamp('2023-01-04 23:54:00'): 14.0,\n",
+       "    Timestamp('2023-01-05 00:00:00'): 14.3,\n",
+       "    Timestamp('2023-01-05 00:06:00'): 14.2,\n",
+       "    Timestamp('2023-01-05 00:12:00'): 14.2,\n",
+       "    Timestamp('2023-01-05 00:18:00'): 14.1,\n",
+       "    Timestamp('2023-01-05 00:24:00'): 14.0,\n",
+       "    Timestamp('2023-01-05 00:30:00'): 13.5,\n",
+       "    Timestamp('2023-01-05 00:36:00'): 13.1,\n",
+       "    Timestamp('2023-01-05 00:42:00'): 12.7,\n",
+       "    Timestamp('2023-01-05 00:48:00'): 12.5,\n",
+       "    Timestamp('2023-01-05 00:54:00'): 11.6,\n",
+       "    Timestamp('2023-01-05 01:00:00'): 10.7,\n",
+       "    Timestamp('2023-01-05 01:06:00'): 10.8,\n",
+       "    Timestamp('2023-01-05 01:12:00'): 10.5,\n",
+       "    Timestamp('2023-01-05 01:18:00'): 11.5,\n",
+       "    Timestamp('2023-01-05 01:24:00'): 11.9,\n",
+       "    Timestamp('2023-01-05 01:30:00'): 11.7,\n",
+       "    Timestamp('2023-01-05 01:36:00'): 11.5,\n",
+       "    Timestamp('2023-01-05 01:42:00'): 11.4,\n",
+       "    Timestamp('2023-01-05 01:48:00'): 10.7,\n",
+       "    Timestamp('2023-01-05 01:54:00'): 11.1,\n",
+       "    Timestamp('2023-01-05 02:00:00'): 11.6,\n",
+       "    Timestamp('2023-01-05 02:06:00'): 10.2,\n",
+       "    Timestamp('2023-01-05 02:12:00'): 10.5,\n",
+       "    Timestamp('2023-01-05 02:18:00'): 9.4,\n",
+       "    Timestamp('2023-01-05 02:24:00'): 9.5,\n",
+       "    Timestamp('2023-01-05 02:30:00'): 9.3,\n",
+       "    Timestamp('2023-01-05 02:36:00'): 9.2,\n",
+       "    Timestamp('2023-01-05 02:42:00'): 9.4,\n",
+       "    Timestamp('2023-01-05 02:48:00'): 9.6,\n",
+       "    Timestamp('2023-01-05 02:54:00'): 9.6,\n",
+       "    Timestamp('2023-01-05 03:00:00'): 10.1,\n",
+       "    Timestamp('2023-01-05 03:06:00'): 10.6,\n",
+       "    Timestamp('2023-01-05 03:12:00'): 10.4,\n",
+       "    Timestamp('2023-01-05 03:18:00'): 11.2,\n",
+       "    Timestamp('2023-01-05 03:24:00'): 11.5,\n",
+       "    Timestamp('2023-01-05 03:30:00'): 10.6,\n",
+       "    Timestamp('2023-01-05 03:36:00'): 13.4,\n",
+       "    Timestamp('2023-01-05 03:42:00'): 14.7,\n",
+       "    Timestamp('2023-01-05 03:48:00'): 15.2,\n",
+       "    Timestamp('2023-01-05 03:54:00'): 15.4,\n",
+       "    Timestamp('2023-01-05 04:00:00'): 15.4,\n",
+       "    Timestamp('2023-01-05 04:06:00'): 15.7,\n",
+       "    ...},\n",
+       "   'WTMP': {Timestamp('2023-01-01 00:00:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 00:06:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 00:12:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 00:18:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 00:24:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 00:30:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 00:36:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 00:42:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 7.0,\n",
+       "    Timestamp('2023-01-01 01:06:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 01:12:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 01:18:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 01:24:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 01:30:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 01:36:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 01:42:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 01:48:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 01:54:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 02:06:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 02:12:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 02:18:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 02:24:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 02:30:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 02:36:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 02:42:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 02:48:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 02:54:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:06:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:12:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:18:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:24:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:30:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:36:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:42:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:48:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 03:54:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:06:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:12:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:18:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:24:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:30:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:36:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:42:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:48:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 04:54:00'): 6.6,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 05:06:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 05:12:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 05:18:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 05:24:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 05:30:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 05:36:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 05:42:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 05:48:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 05:54:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:06:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:12:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:18:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:24:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:30:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:36:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:42:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:48:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 06:54:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:06:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:12:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:18:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:24:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:30:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:36:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:42:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:48:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 07:54:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 08:06:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 08:12:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 08:18:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 08:24:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 08:30:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 08:36:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 08:42:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 08:48:00'): 6.7,\n",
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+       "    Timestamp('2023-01-03 23:36:00'): 7.9,\n",
+       "    Timestamp('2023-01-03 23:42:00'): 7.8,\n",
+       "    Timestamp('2023-01-03 23:48:00'): 7.9,\n",
+       "    Timestamp('2023-01-03 23:54:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 00:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 00:06:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 00:12:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 00:18:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 00:24:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 00:30:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 00:36:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 00:42:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 00:48:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 00:54:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 01:00:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 01:06:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 01:12:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 01:18:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 01:24:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 01:30:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 01:36:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 01:42:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 01:48:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 01:54:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 02:00:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 02:06:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 02:12:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 02:18:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 02:24:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 02:30:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 02:36:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 02:42:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 02:48:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 02:54:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:06:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:12:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:18:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:24:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:30:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:36:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:42:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:48:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 03:54:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:06:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:12:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:18:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:24:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:30:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:36:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:42:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:48:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 04:54:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:06:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:12:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:18:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:24:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:30:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:36:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:42:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:48:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 05:54:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 06:00:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 06:06:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 06:12:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 06:18:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 06:24:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 06:30:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 06:36:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 06:42:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 06:48:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 06:54:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 07:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 07:06:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 07:12:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 07:18:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 07:24:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 07:30:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 07:36:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 07:42:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 07:48:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 07:54:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:06:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:12:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:18:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:24:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:30:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:36:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:42:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:48:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 08:54:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 09:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 09:06:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 09:12:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 09:18:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 09:24:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 09:30:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 09:36:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 09:42:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 09:48:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 09:54:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 10:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 10:06:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 10:12:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 10:18:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 10:24:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 10:30:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 10:36:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 10:42:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 10:48:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 10:54:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 11:00:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 11:06:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 11:12:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 11:18:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 11:24:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 11:30:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 11:36:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 11:42:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 11:48:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 11:54:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 12:00:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 12:06:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 12:12:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 12:18:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 12:24:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 12:30:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 12:36:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 12:42:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 12:48:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 12:54:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 13:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 13:06:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 13:12:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 13:18:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 13:24:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 13:30:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 13:36:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 13:42:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 13:48:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 13:54:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 14:00:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 14:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:24:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 14:30:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 14:36:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 14:42:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 14:48:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 14:54:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 15:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 15:06:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 15:12:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 15:18:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 15:24:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 15:30:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 15:36:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 15:42:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 15:48:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 15:54:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 16:00:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 16:06:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 16:12:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 16:18:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 16:24:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 16:30:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 16:36:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 16:42:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 16:48:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 16:54:00'): 7.5,\n",
+       "    Timestamp('2023-01-04 17:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 17:06:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 17:12:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 17:18:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 17:24:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 17:30:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 17:36:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 17:42:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 17:48:00'): 7.6,\n",
+       "    Timestamp('2023-01-04 17:54:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 18:00:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 18:06:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 18:12:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 18:18:00'): 7.7,\n",
+       "    Timestamp('2023-01-04 18:24:00'): 7.8,\n",
+       "    Timestamp('2023-01-04 18:30:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 18:36:00'): 8.2,\n",
+       "    Timestamp('2023-01-04 18:42:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 18:48:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 18:54:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 19:00:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 19:06:00'): 8.2,\n",
+       "    Timestamp('2023-01-04 19:12:00'): 8.0,\n",
+       "    Timestamp('2023-01-04 19:18:00'): 7.9,\n",
+       "    Timestamp('2023-01-04 19:24:00'): 8.2,\n",
+       "    Timestamp('2023-01-04 19:30:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 19:36:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 19:42:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 19:48:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 19:54:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 20:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 20:06:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 20:12:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 20:18:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 20:24:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 20:30:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 20:36:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 20:42:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 20:48:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 20:54:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 21:00:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 21:06:00'): 8.5,\n",
+       "    Timestamp('2023-01-04 21:12:00'): 8.5,\n",
+       "    Timestamp('2023-01-04 21:18:00'): 8.6,\n",
+       "    Timestamp('2023-01-04 21:24:00'): 8.6,\n",
+       "    Timestamp('2023-01-04 21:30:00'): 8.7,\n",
+       "    Timestamp('2023-01-04 21:36:00'): 8.6,\n",
+       "    Timestamp('2023-01-04 21:42:00'): 8.6,\n",
+       "    Timestamp('2023-01-04 21:48:00'): 8.6,\n",
+       "    Timestamp('2023-01-04 21:54:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 22:00:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 22:06:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 22:12:00'): 8.1,\n",
+       "    Timestamp('2023-01-04 22:18:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 22:24:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 22:30:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 22:36:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 22:42:00'): 8.3,\n",
+       "    Timestamp('2023-01-04 22:48:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 22:54:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 23:00:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 23:06:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 23:12:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 23:18:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 23:24:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 23:30:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 23:36:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 23:42:00'): 8.4,\n",
+       "    Timestamp('2023-01-04 23:48:00'): 8.5,\n",
+       "    Timestamp('2023-01-04 23:54:00'): 8.5,\n",
+       "    Timestamp('2023-01-05 00:00:00'): 8.5,\n",
+       "    Timestamp('2023-01-05 00:06:00'): 8.6,\n",
+       "    Timestamp('2023-01-05 00:12:00'): 8.6,\n",
+       "    Timestamp('2023-01-05 00:18:00'): 8.6,\n",
+       "    Timestamp('2023-01-05 00:24:00'): 8.6,\n",
+       "    Timestamp('2023-01-05 00:30:00'): 8.6,\n",
+       "    Timestamp('2023-01-05 00:36:00'): 8.5,\n",
+       "    Timestamp('2023-01-05 00:42:00'): 8.4,\n",
+       "    Timestamp('2023-01-05 00:48:00'): 8.2,\n",
+       "    Timestamp('2023-01-05 00:54:00'): 8.2,\n",
+       "    Timestamp('2023-01-05 01:00:00'): 8.2,\n",
+       "    Timestamp('2023-01-05 01:06:00'): 8.1,\n",
+       "    Timestamp('2023-01-05 01:12:00'): 8.0,\n",
+       "    Timestamp('2023-01-05 01:18:00'): 8.0,\n",
+       "    Timestamp('2023-01-05 01:24:00'): 8.0,\n",
+       "    Timestamp('2023-01-05 01:30:00'): 8.1,\n",
+       "    Timestamp('2023-01-05 01:36:00'): 8.0,\n",
+       "    Timestamp('2023-01-05 01:42:00'): 8.0,\n",
+       "    Timestamp('2023-01-05 01:48:00'): 8.0,\n",
+       "    Timestamp('2023-01-05 01:54:00'): 8.0,\n",
+       "    Timestamp('2023-01-05 02:00:00'): 8.0,\n",
+       "    Timestamp('2023-01-05 02:06:00'): 8.0,\n",
+       "    Timestamp('2023-01-05 02:12:00'): 8.1,\n",
+       "    Timestamp('2023-01-05 02:18:00'): 8.1,\n",
+       "    Timestamp('2023-01-05 02:24:00'): 8.2,\n",
+       "    Timestamp('2023-01-05 02:30:00'): 8.3,\n",
+       "    Timestamp('2023-01-05 02:36:00'): 8.3,\n",
+       "    Timestamp('2023-01-05 02:42:00'): 8.2,\n",
+       "    Timestamp('2023-01-05 02:48:00'): 8.3,\n",
+       "    Timestamp('2023-01-05 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:06:00'): 8.3,\n",
+       "    Timestamp('2023-01-05 03:12:00'): 8.5,\n",
+       "    Timestamp('2023-01-05 03:18:00'): 8.7,\n",
+       "    Timestamp('2023-01-05 03:24:00'): 8.7,\n",
+       "    Timestamp('2023-01-05 03:30:00'): 8.7,\n",
+       "    Timestamp('2023-01-05 03:36:00'): 8.8,\n",
+       "    Timestamp('2023-01-05 03:42:00'): 8.7,\n",
+       "    Timestamp('2023-01-05 03:48:00'): 8.7,\n",
+       "    Timestamp('2023-01-05 03:54:00'): 8.7,\n",
+       "    Timestamp('2023-01-05 04:00:00'): 8.7,\n",
+       "    Timestamp('2023-01-05 04:06:00'): 8.7,\n",
+       "    ...},\n",
+       "   'DEWP': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
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+       "    Timestamp('2023-01-03 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-03 23:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:06:00'): nan,\n",
+       "    ...},\n",
+       "   'VIS': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:36:00'): nan,\n",
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+       "    Timestamp('2023-01-04 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:06:00'): nan,\n",
+       "    ...},\n",
+       "   'TIDE': {Timestamp('2023-01-01 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:12:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:18:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:24:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:36:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:42:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:48:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:54:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:06:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:12:00'): nan,\n",
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+       "    Timestamp('2023-01-04 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 04:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 05:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 06:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 07:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 08:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 09:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 10:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 11:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 12:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 13:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 14:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 15:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 16:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 17:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 18:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 19:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 20:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 21:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 22:54:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:00:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:06:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:12:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:18:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:24:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:36:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:42:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:48:00'): nan,\n",
+       "    Timestamp('2023-01-04 23:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 00:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 01:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 02:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:06:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:12:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:18:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:24:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:36:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:42:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:48:00'): nan,\n",
+       "    Timestamp('2023-01-05 03:54:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:00:00'): nan,\n",
+       "    Timestamp('2023-01-05 04:06:00'): nan,\n",
+       "    ...}}],\n",
+       " 'cwind': [{'WDIR': {Timestamp('2023-01-01 00:00:00'): 134.0,\n",
+       "    Timestamp('2023-01-01 00:10:00'): 146.0,\n",
+       "    Timestamp('2023-01-01 00:20:00'): 147.0,\n",
+       "    Timestamp('2023-01-01 00:30:00'): 174.0,\n",
+       "    Timestamp('2023-01-01 00:40:00'): 201.0,\n",
+       "    Timestamp('2023-01-01 00:50:00'): 190.0,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 187.0,\n",
+       "    Timestamp('2023-01-01 01:10:00'): 176.0,\n",
+       "    Timestamp('2023-01-01 01:20:00'): 160.0,\n",
+       "    Timestamp('2023-01-01 01:30:00'): 150.0,\n",
+       "    Timestamp('2023-01-01 01:40:00'): 150.0,\n",
+       "    Timestamp('2023-01-01 01:50:00'): 166.0,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 173.0,\n",
+       "    Timestamp('2023-01-01 02:10:00'): 178.0,\n",
+       "    Timestamp('2023-01-01 02:20:00'): 173.0,\n",
+       "    Timestamp('2023-01-01 02:30:00'): 164.0,\n",
+       "    Timestamp('2023-01-01 02:40:00'): 147.0,\n",
+       "    Timestamp('2023-01-01 02:50:00'): 44.0,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 77.0,\n",
+       "    Timestamp('2023-01-01 03:10:00'): 151.0,\n",
+       "    Timestamp('2023-01-01 03:20:00'): 159.0,\n",
+       "    Timestamp('2023-01-01 03:30:00'): 220.0,\n",
+       "    Timestamp('2023-01-01 03:40:00'): 203.0,\n",
+       "    Timestamp('2023-01-01 03:50:00'): 210.0,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 219.0,\n",
+       "    Timestamp('2023-01-01 04:10:00'): 214.0,\n",
+       "    Timestamp('2023-01-01 04:20:00'): 211.0,\n",
+       "    Timestamp('2023-01-01 04:30:00'): 214.0,\n",
+       "    Timestamp('2023-01-01 04:40:00'): 215.0,\n",
+       "    Timestamp('2023-01-01 04:50:00'): 223.0,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 234.0,\n",
+       "    Timestamp('2023-01-01 05:10:00'): 242.0,\n",
+       "    Timestamp('2023-01-01 05:20:00'): 246.0,\n",
+       "    Timestamp('2023-01-01 05:30:00'): 240.0,\n",
+       "    Timestamp('2023-01-01 05:40:00'): 239.0,\n",
+       "    Timestamp('2023-01-01 05:50:00'): 243.0,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 241.0,\n",
+       "    Timestamp('2023-01-01 06:10:00'): 235.0,\n",
+       "    Timestamp('2023-01-01 06:20:00'): 229.0,\n",
+       "    Timestamp('2023-01-01 06:30:00'): 233.0,\n",
+       "    Timestamp('2023-01-01 06:40:00'): 238.0,\n",
+       "    Timestamp('2023-01-01 06:50:00'): 239.0,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 235.0,\n",
+       "    Timestamp('2023-01-01 07:10:00'): 237.0,\n",
+       "    Timestamp('2023-01-01 07:20:00'): 236.0,\n",
+       "    Timestamp('2023-01-01 07:30:00'): 231.0,\n",
+       "    Timestamp('2023-01-01 07:40:00'): 228.0,\n",
+       "    Timestamp('2023-01-01 07:50:00'): 230.0,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 237.0,\n",
+       "    Timestamp('2023-01-01 08:10:00'): 249.0,\n",
+       "    Timestamp('2023-01-01 08:20:00'): 255.0,\n",
+       "    Timestamp('2023-01-01 08:30:00'): 257.0,\n",
+       "    Timestamp('2023-01-01 08:40:00'): 263.0,\n",
+       "    Timestamp('2023-01-01 08:50:00'): 265.0,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 264.0,\n",
+       "    Timestamp('2023-01-01 09:10:00'): 256.0,\n",
+       "    Timestamp('2023-01-01 09:20:00'): 255.0,\n",
+       "    Timestamp('2023-01-01 09:30:00'): 249.0,\n",
+       "    Timestamp('2023-01-01 09:40:00'): 243.0,\n",
+       "    Timestamp('2023-01-01 09:50:00'): 244.0,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 221.0,\n",
+       "    Timestamp('2023-01-01 10:10:00'): 223.0,\n",
+       "    Timestamp('2023-01-01 10:20:00'): 232.0,\n",
+       "    Timestamp('2023-01-01 10:30:00'): 249.0,\n",
+       "    Timestamp('2023-01-01 10:40:00'): 256.0,\n",
+       "    Timestamp('2023-01-01 10:50:00'): 262.0,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 273.0,\n",
+       "    Timestamp('2023-01-01 11:10:00'): 276.0,\n",
+       "    Timestamp('2023-01-01 11:20:00'): 274.0,\n",
+       "    Timestamp('2023-01-01 11:30:00'): 275.0,\n",
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+       "    Timestamp('2023-01-05 23:10:00'): nan,\n",
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+       "    Timestamp('2023-01-06 10:40:00'): 289.0,\n",
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+       "    Timestamp('2023-01-06 11:00:00'): 263.0,\n",
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+       "    Timestamp('2023-01-06 11:50:00'): 264.0,\n",
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+       "    Timestamp('2023-01-06 12:20:00'): 272.0,\n",
+       "    Timestamp('2023-01-06 12:30:00'): 271.0,\n",
+       "    Timestamp('2023-01-06 12:40:00'): 277.0,\n",
+       "    Timestamp('2023-01-06 12:50:00'): 282.0,\n",
+       "    Timestamp('2023-01-06 13:00:00'): 274.0,\n",
+       "    Timestamp('2023-01-06 13:10:00'): 278.0,\n",
+       "    Timestamp('2023-01-06 13:20:00'): 288.0,\n",
+       "    Timestamp('2023-01-06 13:30:00'): 289.0,\n",
+       "    Timestamp('2023-01-06 13:40:00'): 283.0,\n",
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+       "    Timestamp('2023-01-06 14:00:00'): 276.0,\n",
+       "    Timestamp('2023-01-06 14:10:00'): 274.0,\n",
+       "    Timestamp('2023-01-06 14:20:00'): 273.0,\n",
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+       "    Timestamp('2023-01-06 14:50:00'): 273.0,\n",
+       "    Timestamp('2023-01-06 15:00:00'): 270.0,\n",
+       "    Timestamp('2023-01-06 15:10:00'): 272.0,\n",
+       "    Timestamp('2023-01-06 15:20:00'): 273.0,\n",
+       "    Timestamp('2023-01-06 15:30:00'): 270.0,\n",
+       "    Timestamp('2023-01-06 15:40:00'): 269.0,\n",
+       "    Timestamp('2023-01-06 15:50:00'): 271.0,\n",
+       "    Timestamp('2023-01-06 16:00:00'): 275.0,\n",
+       "    Timestamp('2023-01-06 16:10:00'): 274.0,\n",
+       "    Timestamp('2023-01-06 16:20:00'): 275.0,\n",
+       "    Timestamp('2023-01-06 16:30:00'): 279.0,\n",
+       "    Timestamp('2023-01-06 16:40:00'): 276.0,\n",
+       "    Timestamp('2023-01-06 16:50:00'): 280.0,\n",
+       "    Timestamp('2023-01-06 17:00:00'): 279.0,\n",
+       "    Timestamp('2023-01-06 17:10:00'): 275.0,\n",
+       "    Timestamp('2023-01-06 17:20:00'): 274.0,\n",
+       "    Timestamp('2023-01-06 17:30:00'): 276.0,\n",
+       "    Timestamp('2023-01-06 17:40:00'): 273.0,\n",
+       "    Timestamp('2023-01-06 17:50:00'): 272.0,\n",
+       "    Timestamp('2023-01-06 18:00:00'): 279.0,\n",
+       "    Timestamp('2023-01-06 18:10:00'): 277.0,\n",
+       "    Timestamp('2023-01-06 18:20:00'): 272.0,\n",
+       "    Timestamp('2023-01-06 18:30:00'): 274.0,\n",
+       "    Timestamp('2023-01-06 18:40:00'): 277.0,\n",
+       "    Timestamp('2023-01-06 18:50:00'): 285.0,\n",
+       "    Timestamp('2023-01-06 19:00:00'): 276.0,\n",
+       "    Timestamp('2023-01-06 19:10:00'): 277.0,\n",
+       "    Timestamp('2023-01-06 19:20:00'): 288.0,\n",
+       "    Timestamp('2023-01-06 19:30:00'): 282.0,\n",
+       "    Timestamp('2023-01-06 19:40:00'): 279.0,\n",
+       "    Timestamp('2023-01-06 19:50:00'): 283.0,\n",
+       "    Timestamp('2023-01-06 20:00:00'): 294.0,\n",
+       "    Timestamp('2023-01-06 20:10:00'): 286.0,\n",
+       "    Timestamp('2023-01-06 20:20:00'): 279.0,\n",
+       "    Timestamp('2023-01-06 20:30:00'): 282.0,\n",
+       "    Timestamp('2023-01-06 20:40:00'): 289.0,\n",
+       "    Timestamp('2023-01-06 20:50:00'): 280.0,\n",
+       "    Timestamp('2023-01-06 21:00:00'): 284.0,\n",
+       "    Timestamp('2023-01-06 21:10:00'): 294.0,\n",
+       "    Timestamp('2023-01-06 21:20:00'): 285.0,\n",
+       "    Timestamp('2023-01-06 21:30:00'): 288.0,\n",
+       "    Timestamp('2023-01-06 21:40:00'): 286.0,\n",
+       "    Timestamp('2023-01-06 21:50:00'): 291.0,\n",
+       "    Timestamp('2023-01-06 22:00:00'): 284.0,\n",
+       "    Timestamp('2023-01-06 22:10:00'): 273.0,\n",
+       "    Timestamp('2023-01-06 22:20:00'): 260.0,\n",
+       "    Timestamp('2023-01-06 22:30:00'): 261.0,\n",
+       "    Timestamp('2023-01-06 22:40:00'): 265.0,\n",
+       "    Timestamp('2023-01-06 22:50:00'): 262.0,\n",
+       "    Timestamp('2023-01-06 23:00:00'): 271.0,\n",
+       "    Timestamp('2023-01-06 23:10:00'): 276.0,\n",
+       "    Timestamp('2023-01-06 23:20:00'): 274.0,\n",
+       "    Timestamp('2023-01-06 23:30:00'): 275.0,\n",
+       "    Timestamp('2023-01-06 23:40:00'): 272.0,\n",
+       "    Timestamp('2023-01-06 23:50:00'): 273.0,\n",
+       "    Timestamp('2023-01-07 00:00:00'): 273.0,\n",
+       "    Timestamp('2023-01-07 00:10:00'): 271.0,\n",
+       "    Timestamp('2023-01-07 00:20:00'): 268.0,\n",
+       "    Timestamp('2023-01-07 00:30:00'): 270.0,\n",
+       "    Timestamp('2023-01-07 00:40:00'): 272.0,\n",
+       "    Timestamp('2023-01-07 00:50:00'): 273.0,\n",
+       "    Timestamp('2023-01-07 01:00:00'): 272.0,\n",
+       "    Timestamp('2023-01-07 01:10:00'): 268.0,\n",
+       "    Timestamp('2023-01-07 01:20:00'): 269.0,\n",
+       "    Timestamp('2023-01-07 01:30:00'): 272.0,\n",
+       "    Timestamp('2023-01-07 01:40:00'): 274.0,\n",
+       "    Timestamp('2023-01-07 01:50:00'): 275.0,\n",
+       "    Timestamp('2023-01-07 02:00:00'): 271.0,\n",
+       "    Timestamp('2023-01-07 02:10:00'): 268.0,\n",
+       "    Timestamp('2023-01-07 02:20:00'): 280.0,\n",
+       "    Timestamp('2023-01-07 02:30:00'): 282.0,\n",
+       "    Timestamp('2023-01-07 02:40:00'): 286.0,\n",
+       "    Timestamp('2023-01-07 02:50:00'): 284.0,\n",
+       "    Timestamp('2023-01-07 03:00:00'): 286.0,\n",
+       "    Timestamp('2023-01-07 03:10:00'): 282.0,\n",
+       "    Timestamp('2023-01-07 03:20:00'): 279.0,\n",
+       "    Timestamp('2023-01-07 03:30:00'): 278.0,\n",
+       "    Timestamp('2023-01-07 03:40:00'): 275.0,\n",
+       "    Timestamp('2023-01-07 03:50:00'): 275.0,\n",
+       "    Timestamp('2023-01-07 04:00:00'): 276.0,\n",
+       "    Timestamp('2023-01-07 04:10:00'): 272.0,\n",
+       "    Timestamp('2023-01-07 04:20:00'): 275.0,\n",
+       "    Timestamp('2023-01-07 04:30:00'): 277.0,\n",
+       "    Timestamp('2023-01-07 04:40:00'): 279.0,\n",
+       "    Timestamp('2023-01-07 04:50:00'): 278.0,\n",
+       "    Timestamp('2023-01-07 05:00:00'): 283.0,\n",
+       "    Timestamp('2023-01-07 05:10:00'): 281.0,\n",
+       "    Timestamp('2023-01-07 05:20:00'): 276.0,\n",
+       "    Timestamp('2023-01-07 05:30:00'): 278.0,\n",
+       "    Timestamp('2023-01-07 05:40:00'): 276.0,\n",
+       "    Timestamp('2023-01-07 05:50:00'): 271.0,\n",
+       "    Timestamp('2023-01-07 06:00:00'): 270.0,\n",
+       "    Timestamp('2023-01-07 06:10:00'): 273.0,\n",
+       "    Timestamp('2023-01-07 06:20:00'): 277.0,\n",
+       "    Timestamp('2023-01-07 06:30:00'): 277.0,\n",
+       "    Timestamp('2023-01-07 06:40:00'): 278.0,\n",
+       "    Timestamp('2023-01-07 06:50:00'): 277.0,\n",
+       "    Timestamp('2023-01-07 07:00:00'): 276.0,\n",
+       "    Timestamp('2023-01-07 07:10:00'): 269.0,\n",
+       "    Timestamp('2023-01-07 07:20:00'): 261.0,\n",
+       "    Timestamp('2023-01-07 07:30:00'): 258.0,\n",
+       "    Timestamp('2023-01-07 07:40:00'): 260.0,\n",
+       "    Timestamp('2023-01-07 07:50:00'): 260.0,\n",
+       "    Timestamp('2023-01-07 08:00:00'): 255.0,\n",
+       "    Timestamp('2023-01-07 08:10:00'): 256.0,\n",
+       "    Timestamp('2023-01-07 08:20:00'): 251.0,\n",
+       "    Timestamp('2023-01-07 08:30:00'): 252.0,\n",
+       "    Timestamp('2023-01-07 08:40:00'): 253.0,\n",
+       "    Timestamp('2023-01-07 08:50:00'): 252.0,\n",
+       "    Timestamp('2023-01-07 09:00:00'): 248.0,\n",
+       "    Timestamp('2023-01-07 09:10:00'): 244.0,\n",
+       "    Timestamp('2023-01-07 09:20:00'): 249.0,\n",
+       "    Timestamp('2023-01-07 09:30:00'): 251.0,\n",
+       "    Timestamp('2023-01-07 09:40:00'): 248.0,\n",
+       "    Timestamp('2023-01-07 09:50:00'): 231.0,\n",
+       "    Timestamp('2023-01-07 10:00:00'): 220.0,\n",
+       "    Timestamp('2023-01-07 10:10:00'): 245.0,\n",
+       "    Timestamp('2023-01-07 10:20:00'): 252.0,\n",
+       "    Timestamp('2023-01-07 10:30:00'): 253.0,\n",
+       "    Timestamp('2023-01-07 10:40:00'): 255.0,\n",
+       "    Timestamp('2023-01-07 10:50:00'): 253.0,\n",
+       "    Timestamp('2023-01-07 11:00:00'): 259.0,\n",
+       "    Timestamp('2023-01-07 11:10:00'): 261.0,\n",
+       "    Timestamp('2023-01-07 11:20:00'): 256.0,\n",
+       "    Timestamp('2023-01-07 11:30:00'): 251.0,\n",
+       "    Timestamp('2023-01-07 11:40:00'): 256.0,\n",
+       "    Timestamp('2023-01-07 11:50:00'): 259.0,\n",
+       "    Timestamp('2023-01-07 12:00:00'): 263.0,\n",
+       "    Timestamp('2023-01-07 12:10:00'): 257.0,\n",
+       "    Timestamp('2023-01-07 12:20:00'): 252.0,\n",
+       "    Timestamp('2023-01-07 12:30:00'): 252.0,\n",
+       "    Timestamp('2023-01-07 12:40:00'): 249.0,\n",
+       "    Timestamp('2023-01-07 12:50:00'): 246.0,\n",
+       "    Timestamp('2023-01-07 13:00:00'): 242.0,\n",
+       "    Timestamp('2023-01-07 13:10:00'): 232.0,\n",
+       "    Timestamp('2023-01-07 13:20:00'): 231.0,\n",
+       "    Timestamp('2023-01-07 13:30:00'): 228.0,\n",
+       "    Timestamp('2023-01-07 13:40:00'): 232.0,\n",
+       "    Timestamp('2023-01-07 13:50:00'): 234.0,\n",
+       "    Timestamp('2023-01-07 14:00:00'): 239.0,\n",
+       "    Timestamp('2023-01-07 14:10:00'): 250.0,\n",
+       "    Timestamp('2023-01-07 14:20:00'): 255.0,\n",
+       "    Timestamp('2023-01-07 14:30:00'): 258.0,\n",
+       "    Timestamp('2023-01-07 14:40:00'): 260.0,\n",
+       "    Timestamp('2023-01-07 14:50:00'): 261.0,\n",
+       "    Timestamp('2023-01-07 15:00:00'): 261.0,\n",
+       "    Timestamp('2023-01-07 15:10:00'): 265.0,\n",
+       "    Timestamp('2023-01-07 15:20:00'): 277.0,\n",
+       "    Timestamp('2023-01-07 15:30:00'): 271.0,\n",
+       "    Timestamp('2023-01-07 15:40:00'): 57.0,\n",
+       "    Timestamp('2023-01-07 15:50:00'): 160.0,\n",
+       "    Timestamp('2023-01-07 16:00:00'): 201.0,\n",
+       "    Timestamp('2023-01-07 16:10:00'): 273.0,\n",
+       "    Timestamp('2023-01-07 16:20:00'): 276.0,\n",
+       "    Timestamp('2023-01-07 16:30:00'): 271.0,\n",
+       "    Timestamp('2023-01-07 16:40:00'): 271.0,\n",
+       "    Timestamp('2023-01-07 16:50:00'): 264.0,\n",
+       "    Timestamp('2023-01-07 17:00:00'): 264.0,\n",
+       "    Timestamp('2023-01-07 17:10:00'): 266.0,\n",
+       "    Timestamp('2023-01-07 17:20:00'): 285.0,\n",
+       "    Timestamp('2023-01-07 17:30:00'): 278.0,\n",
+       "    Timestamp('2023-01-07 17:40:00'): 282.0,\n",
+       "    Timestamp('2023-01-07 17:50:00'): 277.0,\n",
+       "    Timestamp('2023-01-07 18:00:00'): 282.0,\n",
+       "    Timestamp('2023-01-07 18:10:00'): 270.0,\n",
+       "    Timestamp('2023-01-07 18:20:00'): 278.0,\n",
+       "    Timestamp('2023-01-07 18:30:00'): 279.0,\n",
+       "    Timestamp('2023-01-07 18:40:00'): 275.0,\n",
+       "    Timestamp('2023-01-07 18:50:00'): 268.0,\n",
+       "    Timestamp('2023-01-07 19:00:00'): 272.0,\n",
+       "    Timestamp('2023-01-07 19:10:00'): 285.0,\n",
+       "    Timestamp('2023-01-07 19:20:00'): 273.0,\n",
+       "    Timestamp('2023-01-07 19:30:00'): 267.0,\n",
+       "    Timestamp('2023-01-07 19:40:00'): 258.0,\n",
+       "    Timestamp('2023-01-07 19:50:00'): 257.0,\n",
+       "    Timestamp('2023-01-07 20:00:00'): 253.0,\n",
+       "    Timestamp('2023-01-07 20:10:00'): 287.0,\n",
+       "    Timestamp('2023-01-07 20:20:00'): 284.0,\n",
+       "    Timestamp('2023-01-07 20:30:00'): 294.0,\n",
+       "    Timestamp('2023-01-07 20:40:00'): 284.0,\n",
+       "    Timestamp('2023-01-07 20:50:00'): 277.0,\n",
+       "    Timestamp('2023-01-07 21:00:00'): 279.0,\n",
+       "    Timestamp('2023-01-07 21:10:00'): 302.0,\n",
+       "    Timestamp('2023-01-07 21:20:00'): 315.0,\n",
+       "    Timestamp('2023-01-07 21:30:00'): 314.0,\n",
+       "    Timestamp('2023-01-07 21:40:00'): 313.0,\n",
+       "    Timestamp('2023-01-07 21:50:00'): 319.0,\n",
+       "    Timestamp('2023-01-07 22:00:00'): 315.0,\n",
+       "    Timestamp('2023-01-07 22:10:00'): 316.0,\n",
+       "    Timestamp('2023-01-07 22:20:00'): 315.0,\n",
+       "    Timestamp('2023-01-07 22:30:00'): 312.0,\n",
+       "    Timestamp('2023-01-07 22:40:00'): 304.0,\n",
+       "    Timestamp('2023-01-07 22:50:00'): 304.0,\n",
+       "    Timestamp('2023-01-07 23:00:00'): 301.0,\n",
+       "    Timestamp('2023-01-07 23:10:00'): 299.0,\n",
+       "    Timestamp('2023-01-07 23:20:00'): 293.0,\n",
+       "    Timestamp('2023-01-07 23:30:00'): 287.0,\n",
+       "    Timestamp('2023-01-07 23:40:00'): 288.0,\n",
+       "    Timestamp('2023-01-07 23:50:00'): 290.0,\n",
+       "    Timestamp('2023-01-08 00:00:00'): 299.0,\n",
+       "    Timestamp('2023-01-08 00:10:00'): 298.0,\n",
+       "    Timestamp('2023-01-08 00:20:00'): 286.0,\n",
+       "    Timestamp('2023-01-08 00:30:00'): 289.0,\n",
+       "    ...},\n",
+       "   'WSPD': {Timestamp('2023-01-01 00:00:00'): 7.3,\n",
+       "    Timestamp('2023-01-01 00:10:00'): 6.9,\n",
+       "    Timestamp('2023-01-01 00:20:00'): 6.5,\n",
+       "    Timestamp('2023-01-01 00:30:00'): 3.7,\n",
+       "    Timestamp('2023-01-01 00:40:00'): 4.1,\n",
+       "    Timestamp('2023-01-01 00:50:00'): 5.4,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 5.2,\n",
+       "    Timestamp('2023-01-01 01:10:00'): 5.2,\n",
+       "    Timestamp('2023-01-01 01:20:00'): 4.9,\n",
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+       "    Timestamp('2023-01-07 15:40:00'): 0.0,\n",
+       "    Timestamp('2023-01-07 15:50:00'): 0.2,\n",
+       "    Timestamp('2023-01-07 16:00:00'): 2.2,\n",
+       "    Timestamp('2023-01-07 16:10:00'): 6.4,\n",
+       "    Timestamp('2023-01-07 16:20:00'): 6.5,\n",
+       "    Timestamp('2023-01-07 16:30:00'): 6.8,\n",
+       "    Timestamp('2023-01-07 16:40:00'): 7.2,\n",
+       "    Timestamp('2023-01-07 16:50:00'): 6.2,\n",
+       "    Timestamp('2023-01-07 17:00:00'): 6.3,\n",
+       "    Timestamp('2023-01-07 17:10:00'): 6.1,\n",
+       "    Timestamp('2023-01-07 17:20:00'): 5.9,\n",
+       "    Timestamp('2023-01-07 17:30:00'): 6.1,\n",
+       "    Timestamp('2023-01-07 17:40:00'): 5.8,\n",
+       "    Timestamp('2023-01-07 17:50:00'): 5.7,\n",
+       "    Timestamp('2023-01-07 18:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-07 18:10:00'): 6.2,\n",
+       "    Timestamp('2023-01-07 18:20:00'): 6.0,\n",
+       "    Timestamp('2023-01-07 18:30:00'): 6.0,\n",
+       "    Timestamp('2023-01-07 18:40:00'): 5.4,\n",
+       "    Timestamp('2023-01-07 18:50:00'): 5.7,\n",
+       "    Timestamp('2023-01-07 19:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-07 19:10:00'): 6.4,\n",
+       "    Timestamp('2023-01-07 19:20:00'): 6.0,\n",
+       "    Timestamp('2023-01-07 19:30:00'): 5.7,\n",
+       "    Timestamp('2023-01-07 19:40:00'): 6.4,\n",
+       "    Timestamp('2023-01-07 19:50:00'): 6.3,\n",
+       "    Timestamp('2023-01-07 20:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-07 20:10:00'): 4.4,\n",
+       "    Timestamp('2023-01-07 20:20:00'): 4.8,\n",
+       "    Timestamp('2023-01-07 20:30:00'): 6.9,\n",
+       "    Timestamp('2023-01-07 20:40:00'): 6.8,\n",
+       "    Timestamp('2023-01-07 20:50:00'): 6.1,\n",
+       "    Timestamp('2023-01-07 21:00:00'): 5.9,\n",
+       "    Timestamp('2023-01-07 21:10:00'): 6.2,\n",
+       "    Timestamp('2023-01-07 21:20:00'): 7.6,\n",
+       "    Timestamp('2023-01-07 21:30:00'): 7.0,\n",
+       "    Timestamp('2023-01-07 21:40:00'): 6.3,\n",
+       "    Timestamp('2023-01-07 21:50:00'): 6.8,\n",
+       "    Timestamp('2023-01-07 22:00:00'): 5.8,\n",
+       "    Timestamp('2023-01-07 22:10:00'): 5.9,\n",
+       "    Timestamp('2023-01-07 22:20:00'): 6.8,\n",
+       "    Timestamp('2023-01-07 22:30:00'): 5.6,\n",
+       "    Timestamp('2023-01-07 22:40:00'): 5.4,\n",
+       "    Timestamp('2023-01-07 22:50:00'): 5.4,\n",
+       "    Timestamp('2023-01-07 23:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-07 23:10:00'): 5.2,\n",
+       "    Timestamp('2023-01-07 23:20:00'): 5.2,\n",
+       "    Timestamp('2023-01-07 23:30:00'): 5.0,\n",
+       "    Timestamp('2023-01-07 23:40:00'): 5.1,\n",
+       "    Timestamp('2023-01-07 23:50:00'): 5.0,\n",
+       "    Timestamp('2023-01-08 00:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-08 00:10:00'): 5.5,\n",
+       "    Timestamp('2023-01-08 00:20:00'): 5.0,\n",
+       "    Timestamp('2023-01-08 00:30:00'): 6.2,\n",
+       "    ...},\n",
+       "   'GDR': {Timestamp('2023-01-01 00:00:00'): 139.0,\n",
+       "    Timestamp('2023-01-01 00:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 145.0,\n",
+       "    Timestamp('2023-01-01 01:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 164.0,\n",
+       "    Timestamp('2023-01-01 02:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 174.0,\n",
+       "    Timestamp('2023-01-01 03:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 218.0,\n",
+       "    Timestamp('2023-01-01 04:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 234.0,\n",
+       "    Timestamp('2023-01-01 05:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 242.0,\n",
+       "    Timestamp('2023-01-01 06:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 228.0,\n",
+       "    Timestamp('2023-01-01 07:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 234.0,\n",
+       "    Timestamp('2023-01-01 08:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 263.0,\n",
+       "    Timestamp('2023-01-01 09:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 242.0,\n",
+       "    Timestamp('2023-01-01 10:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 272.0,\n",
+       "    Timestamp('2023-01-01 11:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 277.0,\n",
+       "    Timestamp('2023-01-01 12:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 269.0,\n",
+       "    Timestamp('2023-01-01 13:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 273.0,\n",
+       "    Timestamp('2023-01-01 14:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 278.0,\n",
+       "    Timestamp('2023-01-01 15:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): 282.0,\n",
+       "    Timestamp('2023-01-01 16:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): 280.0,\n",
+       "    Timestamp('2023-01-01 17:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): 278.0,\n",
+       "    Timestamp('2023-01-01 18:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): 280.0,\n",
+       "    Timestamp('2023-01-01 19:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): 141.0,\n",
+       "    Timestamp('2023-01-01 20:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): 161.0,\n",
+       "    Timestamp('2023-01-01 21:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): 151.0,\n",
+       "    Timestamp('2023-01-01 22:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): 180.0,\n",
+       "    Timestamp('2023-01-01 23:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:00:00'): 147.0,\n",
+       "    Timestamp('2023-01-02 00:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:00:00'): 137.0,\n",
+       "    Timestamp('2023-01-02 01:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:00:00'): 157.0,\n",
+       "    Timestamp('2023-01-02 02:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:00:00'): 156.0,\n",
+       "    Timestamp('2023-01-02 03:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:00:00'): 174.0,\n",
+       "    Timestamp('2023-01-02 04:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:00:00'): 163.0,\n",
+       "    Timestamp('2023-01-02 05:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:00:00'): 152.0,\n",
+       "    Timestamp('2023-01-02 06:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:00:00'): 155.0,\n",
+       "    Timestamp('2023-01-02 07:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:00:00'): 213.0,\n",
+       "    Timestamp('2023-01-02 08:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:00:00'): 178.0,\n",
+       "    Timestamp('2023-01-02 09:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:00:00'): 246.0,\n",
+       "    Timestamp('2023-01-02 10:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:00:00'): 184.0,\n",
+       "    Timestamp('2023-01-02 11:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:00:00'): 179.0,\n",
+       "    Timestamp('2023-01-02 12:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:00:00'): 176.0,\n",
+       "    Timestamp('2023-01-02 13:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:00:00'): 175.0,\n",
+       "    Timestamp('2023-01-02 14:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:00:00'): 198.0,\n",
+       "    Timestamp('2023-01-02 15:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:00:00'): 142.0,\n",
+       "    Timestamp('2023-01-02 16:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:00:00'): 136.0,\n",
+       "    Timestamp('2023-01-02 17:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:00:00'): 133.0,\n",
+       "    Timestamp('2023-01-02 18:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:00:00'): 145.0,\n",
+       "    Timestamp('2023-01-02 19:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:00:00'): 147.0,\n",
+       "    Timestamp('2023-01-02 20:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:00:00'): 143.0,\n",
+       "    Timestamp('2023-01-02 21:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 22:00:00'): 143.0,\n",
+       "    Timestamp('2023-01-02 22:10:00'): nan,\n",
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+       "    Timestamp('2023-01-07 15:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 15:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 16:00:00'): 199.0,\n",
+       "    Timestamp('2023-01-07 16:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 16:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 16:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 16:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 17:00:00'): 277.0,\n",
+       "    Timestamp('2023-01-07 17:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 17:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 17:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 17:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 18:00:00'): 280.0,\n",
+       "    Timestamp('2023-01-07 18:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 18:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 18:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 18:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 19:00:00'): 269.0,\n",
+       "    Timestamp('2023-01-07 19:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 19:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 19:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 19:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 20:00:00'): 279.0,\n",
+       "    Timestamp('2023-01-07 20:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 20:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 20:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 20:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 21:00:00'): 291.0,\n",
+       "    Timestamp('2023-01-07 21:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 21:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 21:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 21:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:00:00'): 319.0,\n",
+       "    Timestamp('2023-01-07 22:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 23:00:00'): 316.0,\n",
+       "    Timestamp('2023-01-07 23:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 23:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 23:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 23:50:00'): nan,\n",
+       "    Timestamp('2023-01-08 00:00:00'): 293.0,\n",
+       "    Timestamp('2023-01-08 00:10:00'): nan,\n",
+       "    Timestamp('2023-01-08 00:20:00'): nan,\n",
+       "    Timestamp('2023-01-08 00:30:00'): nan,\n",
+       "    ...},\n",
+       "   'GST': {Timestamp('2023-01-01 00:00:00'): 8.3,\n",
+       "    Timestamp('2023-01-01 00:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 00:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:00:00'): 7.3,\n",
+       "    Timestamp('2023-01-01 01:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 01:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:00:00'): 7.7,\n",
+       "    Timestamp('2023-01-01 02:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 02:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:00:00'): 6.5,\n",
+       "    Timestamp('2023-01-01 03:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 03:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:00:00'): 3.7,\n",
+       "    Timestamp('2023-01-01 04:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 04:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-01 05:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 05:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:00:00'): 7.6,\n",
+       "    Timestamp('2023-01-01 06:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 06:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:00:00'): 6.6,\n",
+       "    Timestamp('2023-01-01 07:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 07:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-01 08:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 08:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:00:00'): 6.4,\n",
+       "    Timestamp('2023-01-01 09:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 09:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:00:00'): 4.2,\n",
+       "    Timestamp('2023-01-01 10:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 10:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:00:00'): 4.6,\n",
+       "    Timestamp('2023-01-01 11:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 11:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:00:00'): 5.3,\n",
+       "    Timestamp('2023-01-01 12:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 12:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-01 13:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 13:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:00:00'): 4.6,\n",
+       "    Timestamp('2023-01-01 14:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 14:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:00:00'): 5.5,\n",
+       "    Timestamp('2023-01-01 15:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 15:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-01 16:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 16:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 17:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 17:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:00:00'): 5.6,\n",
+       "    Timestamp('2023-01-01 18:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 18:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:00:00'): 5.7,\n",
+       "    Timestamp('2023-01-01 19:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 19:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:00:00'): 4.4,\n",
+       "    Timestamp('2023-01-01 20:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 20:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:00:00'): 6.7,\n",
+       "    Timestamp('2023-01-01 21:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 21:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:00:00'): 6.0,\n",
+       "    Timestamp('2023-01-01 22:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 22:50:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:00:00'): 4.3,\n",
+       "    Timestamp('2023-01-01 23:10:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:20:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:40:00'): nan,\n",
+       "    Timestamp('2023-01-01 23:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:00:00'): 5.1,\n",
+       "    Timestamp('2023-01-02 00:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 00:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:00:00'): 6.2,\n",
+       "    Timestamp('2023-01-02 01:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 01:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:00:00'): 3.8,\n",
+       "    Timestamp('2023-01-02 02:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 02:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:00:00'): 4.1,\n",
+       "    Timestamp('2023-01-02 03:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 03:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:00:00'): 2.8,\n",
+       "    Timestamp('2023-01-02 04:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 04:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:00:00'): 4.2,\n",
+       "    Timestamp('2023-01-02 05:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 05:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:00:00'): 2.3,\n",
+       "    Timestamp('2023-01-02 06:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 06:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:00:00'): 2.4,\n",
+       "    Timestamp('2023-01-02 07:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 07:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:00:00'): 1.1,\n",
+       "    Timestamp('2023-01-02 08:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 08:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:00:00'): 1.8,\n",
+       "    Timestamp('2023-01-02 09:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 09:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:00:00'): 1.0,\n",
+       "    Timestamp('2023-01-02 10:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 10:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-02 11:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 11:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:00:00'): 4.7,\n",
+       "    Timestamp('2023-01-02 12:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 12:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:00:00'): 4.6,\n",
+       "    Timestamp('2023-01-02 13:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 13:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:00:00'): 4.4,\n",
+       "    Timestamp('2023-01-02 14:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 14:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:00:00'): 2.6,\n",
+       "    Timestamp('2023-01-02 15:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 15:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:00:00'): 2.9,\n",
+       "    Timestamp('2023-01-02 16:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 16:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:00:00'): 5.4,\n",
+       "    Timestamp('2023-01-02 17:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 17:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:00:00'): 6.8,\n",
+       "    Timestamp('2023-01-02 18:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 18:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:00:00'): 6.1,\n",
+       "    Timestamp('2023-01-02 19:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 19:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:00:00'): 6.3,\n",
+       "    Timestamp('2023-01-02 20:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 20:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:00:00'): 9.4,\n",
+       "    Timestamp('2023-01-02 21:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:20:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:40:00'): nan,\n",
+       "    Timestamp('2023-01-02 21:50:00'): nan,\n",
+       "    Timestamp('2023-01-02 22:00:00'): 6.5,\n",
+       "    Timestamp('2023-01-02 22:10:00'): nan,\n",
+       "    Timestamp('2023-01-02 22:20:00'): nan,\n",
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+       "    Timestamp('2023-01-08 00:30:00'): nan,\n",
+       "    ...},\n",
+       "   'GTIME': {Timestamp('2023-01-01 00:00:00'): 2308.0,\n",
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+       "    Timestamp('2023-01-07 20:00:00'): 1900.0,\n",
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+       "    Timestamp('2023-01-07 20:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 20:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 21:00:00'): 2025.0,\n",
+       "    Timestamp('2023-01-07 21:10:00'): nan,\n",
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+       "    Timestamp('2023-01-07 21:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 21:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 21:50:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:00:00'): 2114.0,\n",
+       "    Timestamp('2023-01-07 22:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 22:40:00'): nan,\n",
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+       "    Timestamp('2023-01-07 23:10:00'): nan,\n",
+       "    Timestamp('2023-01-07 23:20:00'): nan,\n",
+       "    Timestamp('2023-01-07 23:30:00'): nan,\n",
+       "    Timestamp('2023-01-07 23:40:00'): nan,\n",
+       "    Timestamp('2023-01-07 23:50:00'): nan,\n",
+       "    Timestamp('2023-01-08 00:00:00'): 2300.0,\n",
+       "    Timestamp('2023-01-08 00:10:00'): nan,\n",
+       "    Timestamp('2023-01-08 00:20:00'): nan,\n",
+       "    Timestamp('2023-01-08 00:30:00'): nan,\n",
+       "    ...}}]}"
       ]
      },
      "execution_count": 24,
@@ -30361,12 +33365,604 @@
    "outputs": [
     {
      "data": {
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 3MB\n",
+       "Dimensions:                  (time: 39874, latitude: 1, longitude: 1)\n",
+       "Coordinates:\n",
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+       "    average_wpd              (time, latitude, longitude) timedelta64[ns] 319kB ...\n",
+       "    ...                       ...\n",
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+       "    dewpt_temperature        (time, latitude, longitude) float32 159kB 17.2 ....\n",
+       "    visibility               (time, latitude, longitude) float32 159kB nan .....\n",
+       "    water_level              (time, latitude, longitude) float32 159kB nan .....\n",
+       "    station_id               &lt;U5 20B &#x27;tplm2&#x27;\n",
+       "Attributes:\n",
+       "    institution:  NOAA National Data Buoy Center and Participators in Data As...\n",
+       "    url:          http://dods.ndbc.noaa.gov\n",
+       "    quality:      Automated QC checks with manual editing and comprehensive m...\n",
+       "    conventions:  COARDS\n",
+       "    station:      tplm2\n",
+       "    comment:      Thomas Point, MD\n",
+       "    location:     38.899 N 76.436 W </pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-16b23d2d-9a70-4c27-a34e-b738c09351c9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-16b23d2d-9a70-4c27-a34e-b738c09351c9' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 39874</li><li><span class='xr-has-index'>latitude</span>: 1</li><li><span class='xr-has-index'>longitude</span>: 1</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-95528c27-2a9e-4519-85cb-68ff29c8e8c5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-95528c27-2a9e-4519-85cb-68ff29c8e8c5' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2019-06-01 ... 2023-12-31T23:00:00</div><input id='attrs-05504a35-68b1-4111-9383-a99982775a7b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-05504a35-68b1-4111-9383-a99982775a7b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a2c9f448-24da-45a2-897c-c4cb8fa41361' class='xr-var-data-in' type='checkbox'><label for='data-a2c9f448-24da-45a2-897c-c4cb8fa41361' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Epoch Time</dd><dt><span>short_name :</span></dt><dd>time</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2019-06-01T00:00:00.000000000&#x27;, &#x27;2019-06-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2019-06-01T02:00:00.000000000&#x27;, ..., &#x27;2023-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2023-12-31T22:00:00.000000000&#x27;, &#x27;2023-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>38.9</div><input id='attrs-c501b533-90c1-477d-be2a-9a9ab2fc3db9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c501b533-90c1-477d-be2a-9a9ab2fc3db9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74ea1909-b54d-490d-93a5-0ac37ea95e33' class='xr-var-data-in' type='checkbox'><label for='data-74ea1909-b54d-490d-93a5-0ac37ea95e33' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Latitude</dd><dt><span>short_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([38.899], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-76.44</div><input id='attrs-83259bd1-2d5c-4606-8ba9-e16be83a6b2b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-83259bd1-2d5c-4606-8ba9-e16be83a6b2b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2c714a7b-2205-4d52-b156-df3fce06addb' class='xr-var-data-in' type='checkbox'><label for='data-2c714a7b-2205-4d52-b156-df3fce06addb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Longitude</dd><dt><span>short_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([-76.436], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-55055748-4fe1-4c7b-a206-ed0b10c82b83' class='xr-section-summary-in' type='checkbox'  checked><label for='section-55055748-4fe1-4c7b-a206-ed0b10c82b83' class='xr-section-summary' >Data variables: <span>(14)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>wind_dir</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>92.0 39.0 61.0 ... 141.0 146.0</div><input id='attrs-864e15b5-6cea-434e-8ed5-5a45ca66fa37' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-864e15b5-6cea-434e-8ed5-5a45ca66fa37' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ae338b8-e66f-4ca3-a35a-97924fbd6098' class='xr-var-data-in' type='checkbox'><label for='data-4ae338b8-e66f-4ca3-a35a-97924fbd6098' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Wind Direction</dd><dt><span>short_name :</span></dt><dd>wdir</dd><dt><span>standard_name :</span></dt><dd>wind_from_direction</dd><dt><span>units :</span></dt><dd>degrees_true</dd></dl></div><div class='xr-var-data'><pre>array([[[ 92.]],\n",
+       "\n",
+       "       [[ 39.]],\n",
+       "\n",
+       "       [[ 61.]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[141.]],\n",
+       "\n",
+       "       [[141.]],\n",
+       "\n",
+       "       [[146.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_spd</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.8 2.5 2.3 2.8 ... 4.7 3.9 4.3 5.7</div><input id='attrs-a8942414-5510-429b-9a2b-c7770b5b12ad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a8942414-5510-429b-9a2b-c7770b5b12ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24e267b6-a739-4e84-8ed4-f81d76225c4a' class='xr-var-data-in' type='checkbox'><label for='data-24e267b6-a739-4e84-8ed4-f81d76225c4a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Wind Speed</dd><dt><span>short_name :</span></dt><dd>wspd</dd><dt><span>standard_name :</span></dt><dd>wind_speed</dd><dt><span>units :</span></dt><dd>meters/second</dd></dl></div><div class='xr-var-data'><pre>array([[[1.8]],\n",
+       "\n",
+       "       [[2.5]],\n",
+       "\n",
+       "       [[2.3]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[3.9]],\n",
+       "\n",
+       "       [[4.3]],\n",
+       "\n",
+       "       [[5.7]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gust</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.9 2.6 2.4 2.9 ... 4.9 4.3 5.0 6.1</div><input id='attrs-c57cfee4-e601-4f86-a2bf-95bd5e57d03e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c57cfee4-e601-4f86-a2bf-95bd5e57d03e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7bb8cca-259f-4cd5-b22f-0b9793064f98' class='xr-var-data-in' type='checkbox'><label for='data-b7bb8cca-259f-4cd5-b22f-0b9793064f98' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Wind Gust Speed</dd><dt><span>short_name :</span></dt><dd>gst</dd><dt><span>standard_name :</span></dt><dd>gust</dd><dt><span>units :</span></dt><dd>meters/second</dd></dl></div><div class='xr-var-data'><pre>array([[[1.9]],\n",
+       "\n",
+       "       [[2.6]],\n",
+       "\n",
+       "       [[2.4]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[4.3]],\n",
+       "\n",
+       "       [[5. ]],\n",
+       "\n",
+       "       [[6.1]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wave_height</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-a37bed15-a5a3-4e67-84b6-d0e0a367ddd6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a37bed15-a5a3-4e67-84b6-d0e0a367ddd6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f8ed2c6-e7f9-42d3-8df3-35628d2cb9c8' class='xr-var-data-in' type='checkbox'><label for='data-7f8ed2c6-e7f9-42d3-8df3-35628d2cb9c8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Significant Wave Height</dd><dt><span>short_name :</span></dt><dd>wvht</dd><dt><span>standard_name :</span></dt><dd>significant_height_of_wave</dd><dt><span>units :</span></dt><dd>meters</dd></dl></div><div class='xr-var-data'><pre>array([[[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dominant_wpd</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>NaT NaT NaT NaT ... NaT NaT NaT NaT</div><input id='attrs-5d8b9bb8-580d-4afd-a992-c640bc5f9c0f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5d8b9bb8-580d-4afd-a992-c640bc5f9c0f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2c286053-08f8-4a02-876f-e714fdd6ef21' class='xr-var-data-in' type='checkbox'><label for='data-2c286053-08f8-4a02-876f-e714fdd6ef21' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Dominant Wave Period</dd><dt><span>short_name :</span></dt><dd>dpd</dd><dt><span>standard_name :</span></dt><dd>dominant_wave_period</dd></dl></div><div class='xr-var-data'><pre>array([[[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]]], dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>average_wpd</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>NaT NaT NaT NaT ... NaT NaT NaT NaT</div><input id='attrs-07df480e-c6b3-42d3-afc6-72a5be517ac5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-07df480e-c6b3-42d3-afc6-72a5be517ac5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3a8e591c-de5f-4651-87e1-02b8c7e59eef' class='xr-var-data-in' type='checkbox'><label for='data-3a8e591c-de5f-4651-87e1-02b8c7e59eef' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Average Wave Period</dd><dt><span>short_name :</span></dt><dd>apd</dd><dt><span>standard_name :</span></dt><dd>average_wave_period</dd></dl></div><div class='xr-var-data'><pre>array([[[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]],\n",
+       "\n",
+       "       [[&#x27;NaT&#x27;]]], dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>mean_wave_dir</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-01561bd9-b13b-4924-90b1-933f96e711ea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-01561bd9-b13b-4924-90b1-933f96e711ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff51bedb-cf80-463f-8512-047ad5f65537' class='xr-var-data-in' type='checkbox'><label for='data-ff51bedb-cf80-463f-8512-047ad5f65537' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Mean Wave Direction</dd><dt><span>short_name :</span></dt><dd>mwd</dd><dt><span>standard_name :</span></dt><dd>mean_wave_direction</dd><dt><span>units :</span></dt><dd>degrees_true</dd></dl></div><div class='xr-var-data'><pre>array([[[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>air_pressure</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.01e+03 1.01e+03 ... 1.017e+03</div><input id='attrs-bf904b6b-2699-4244-bc29-75ac4f5f9a08' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bf904b6b-2699-4244-bc29-75ac4f5f9a08' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83e6b2f3-4914-4af1-8f8a-a2925529b6b7' class='xr-var-data-in' type='checkbox'><label for='data-83e6b2f3-4914-4af1-8f8a-a2925529b6b7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Sea Level Pressure</dd><dt><span>short_name :</span></dt><dd>pres</dd><dt><span>standard_name :</span></dt><dd>air_pressure_at_sea_level</dd><dt><span>units :</span></dt><dd>hPa</dd></dl></div><div class='xr-var-data'><pre>array([[[1009.5]],\n",
+       "\n",
+       "       [[1009.7]],\n",
+       "\n",
+       "       [[1010.3]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[1016.7]],\n",
+       "\n",
+       "       [[1017.1]],\n",
+       "\n",
+       "       [[1017.3]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>air_temperature</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>25.5 25.0 25.3 25.0 ... 7.2 7.0 7.0</div><input id='attrs-b7f574d9-2568-49cc-a89d-239475906a87' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b7f574d9-2568-49cc-a89d-239475906a87' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d29c3a63-8ac8-43d1-9d6f-95c93cb33077' class='xr-var-data-in' type='checkbox'><label for='data-d29c3a63-8ac8-43d1-9d6f-95c93cb33077' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Air Temperature</dd><dt><span>short_name :</span></dt><dd>atmp</dd><dt><span>standard_name :</span></dt><dd>air_temperature</dd><dt><span>units :</span></dt><dd>degree_Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[[25.5]],\n",
+       "\n",
+       "       [[25. ]],\n",
+       "\n",
+       "       [[25.3]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[ 7.2]],\n",
+       "\n",
+       "       [[ 7. ]],\n",
+       "\n",
+       "       [[ 7. ]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sea_surface_temperature</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>23.7 23.8 23.4 23.1 ... nan nan nan</div><input id='attrs-56a6e302-ef7e-43f5-b6b2-0b3c1cbb8818' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-56a6e302-ef7e-43f5-b6b2-0b3c1cbb8818' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f5b0a79b-ad85-42a3-b8ac-ae31f9ac63f6' class='xr-var-data-in' type='checkbox'><label for='data-f5b0a79b-ad85-42a3-b8ac-ae31f9ac63f6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Sea Surface Temperature</dd><dt><span>short_name :</span></dt><dd>wtmp</dd><dt><span>standard_name :</span></dt><dd>sea_surface_temperature</dd><dt><span>units :</span></dt><dd>degree_Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[[23.7]],\n",
+       "\n",
+       "       [[23.8]],\n",
+       "\n",
+       "       [[23.4]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[ nan]],\n",
+       "\n",
+       "       [[ nan]],\n",
+       "\n",
+       "       [[ nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dewpt_temperature</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>17.2 18.2 16.5 16.9 ... nan nan nan</div><input id='attrs-23b4fc97-587f-4cb8-ad6b-e485e202bb91' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-23b4fc97-587f-4cb8-ad6b-e485e202bb91' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-382b65bb-4c83-4866-8f81-a2993fa7a0f2' class='xr-var-data-in' type='checkbox'><label for='data-382b65bb-4c83-4866-8f81-a2993fa7a0f2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Dew Point Temperature</dd><dt><span>short_name :</span></dt><dd>dewp</dd><dt><span>standard_name :</span></dt><dd>dew_point_temperature</dd><dt><span>units :</span></dt><dd>degree_Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[[17.2]],\n",
+       "\n",
+       "       [[18.2]],\n",
+       "\n",
+       "       [[16.5]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[ nan]],\n",
+       "\n",
+       "       [[ nan]],\n",
+       "\n",
+       "       [[ nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>visibility</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-c9798f5c-f926-423d-bf50-5fd92b1abfc7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9798f5c-f926-423d-bf50-5fd92b1abfc7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fda55c24-dd0e-4c2c-82a0-161b809dda3f' class='xr-var-data-in' type='checkbox'><label for='data-fda55c24-dd0e-4c2c-82a0-161b809dda3f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Visibility</dd><dt><span>short_name :</span></dt><dd>vis</dd><dt><span>standard_name :</span></dt><dd>visibility_in_air</dd><dt><span>units :</span></dt><dd>US_statute_miles</dd></dl></div><div class='xr-var-data'><pre>array([[[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>water_level</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-bc2112a0-b165-48fe-a2d9-7622162a504a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bc2112a0-b165-48fe-a2d9-7622162a504a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f8f9951d-02ab-4229-9b75-6b3492abcf5e' class='xr-var-data-in' type='checkbox'><label for='data-f8f9951d-02ab-4229-9b75-6b3492abcf5e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Tide Water Level</dd><dt><span>short_name :</span></dt><dd>tide</dd><dt><span>standard_name :</span></dt><dd>water_level</dd><dt><span>units :</span></dt><dd>feet</dd></dl></div><div class='xr-var-data'><pre>array([[[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       ...,\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]],\n",
+       "\n",
+       "       [[nan]]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>station_id</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>&lt;U5</div><div class='xr-var-preview xr-preview'>&#x27;tplm2&#x27;</div><input id='attrs-076a8ecd-f323-4081-9f54-9db94d8b40d1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-076a8ecd-f323-4081-9f54-9db94d8b40d1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7dcc6e60-0a6a-4fbf-9654-d331e1d4e9b8' class='xr-var-data-in' type='checkbox'><label for='data-7dcc6e60-0a6a-4fbf-9654-d331e1d4e9b8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(&#x27;tplm2&#x27;, dtype=&#x27;&lt;U5&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-20ae5d7f-1124-4138-a65b-90f01f8a1061' class='xr-section-summary-in' type='checkbox'  ><label for='section-20ae5d7f-1124-4138-a65b-90f01f8a1061' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a0be602a-df6b-42dc-9a46-efdcbcae3b61' class='xr-index-data-in' type='checkbox'/><label for='index-a0be602a-df6b-42dc-9a46-efdcbcae3b61' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2019-06-01 00:00:00&#x27;, &#x27;2019-06-01 01:00:00&#x27;,\n",
+       "               &#x27;2019-06-01 02:00:00&#x27;, &#x27;2019-06-01 03:00:00&#x27;,\n",
+       "               &#x27;2019-06-01 04:00:00&#x27;, &#x27;2019-06-01 05:00:00&#x27;,\n",
+       "               &#x27;2019-06-01 06:00:00&#x27;, &#x27;2019-06-01 07:00:00&#x27;,\n",
+       "               &#x27;2019-06-01 08:00:00&#x27;, &#x27;2019-06-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2023-12-31 14:00:00&#x27;, &#x27;2023-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2023-12-31 16:00:00&#x27;, &#x27;2023-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2023-12-31 18:00:00&#x27;, &#x27;2023-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2023-12-31 20:00:00&#x27;, &#x27;2023-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2023-12-31 22:00:00&#x27;, &#x27;2023-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=39874, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-dd80e0d3-7e04-4f11-9129-75bb13239473' class='xr-index-data-in' type='checkbox'/><label for='index-dd80e0d3-7e04-4f11-9129-75bb13239473' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([38.899], dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b6a28efb-e804-4b44-a920-9592c026cc09' class='xr-index-data-in' type='checkbox'/><label for='index-b6a28efb-e804-4b44-a920-9592c026cc09' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-76.436], dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-889e6008-4e69-4ee2-bd0c-209237328edf' class='xr-section-summary-in' type='checkbox'  checked><label for='section-889e6008-4e69-4ee2-bd0c-209237328edf' class='xr-section-summary' >Attributes: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>institution :</span></dt><dd>NOAA National Data Buoy Center and Participators in Data Assembly Center</dd><dt><span>url :</span></dt><dd>http://dods.ndbc.noaa.gov</dd><dt><span>quality :</span></dt><dd>Automated QC checks with manual editing and comprehensive monthly QC</dd><dt><span>conventions :</span></dt><dd>COARDS</dd><dt><span>station :</span></dt><dd>tplm2</dd><dt><span>comment :</span></dt><dd>Thomas Point, MD</dd><dt><span>location :</span></dt><dd>38.899 N 76.436 W </dd></dl></div></li></ul></div></div>"
+      ],
       "text/plain": [
-       "<class 'netCDF4._netCDF4.Dataset'>\n",
-       "root group (NETCDF4 data model, file format HDF5):\n",
-       "    dimensions(sizes): time(39874), latitude(1), longitude(1)\n",
-       "    variables(dimensions): float64 time(time), float64 latitude(latitude), float64 longitude(longitude), float32 air_temperature(time, latitude, longitude), float32 gust(time, latitude, longitude), float32 average_wpd(time, latitude, longitude), float32 dewpt_temperature(time, latitude, longitude), float32 wave_height(time, latitude, longitude), float32 dominant_wpd(time, latitude, longitude), float32 water_level(time, latitude, longitude), float32 air_pressure(time, latitude, longitude), int32 wind_dir(time, latitude, longitude), int32 mean_wave_dir(time, latitude, longitude), float32 sea_surface_temperature(time, latitude, longitude), float32 wind_spd(time, latitude, longitude), float32 visibility(time, latitude, longitude)\n",
-       "    groups: "
+       "<xarray.Dataset> Size: 3MB\n",
+       "Dimensions:                  (time: 39874, latitude: 1, longitude: 1)\n",
+       "Coordinates:\n",
+       "  * time                     (time) datetime64[ns] 319kB 2019-06-01 ... 2023-...\n",
+       "  * latitude                 (latitude) float32 4B 38.9\n",
+       "  * longitude                (longitude) float32 4B -76.44\n",
+       "Data variables: (12/14)\n",
+       "    wind_dir                 (time, latitude, longitude) float64 319kB 92.0 ....\n",
+       "    wind_spd                 (time, latitude, longitude) float32 159kB 1.8 .....\n",
+       "    gust                     (time, latitude, longitude) float32 159kB 1.9 .....\n",
+       "    wave_height              (time, latitude, longitude) float32 159kB nan .....\n",
+       "    dominant_wpd             (time, latitude, longitude) timedelta64[ns] 319kB ...\n",
+       "    average_wpd              (time, latitude, longitude) timedelta64[ns] 319kB ...\n",
+       "    ...                       ...\n",
+       "    air_temperature          (time, latitude, longitude) float32 159kB 25.5 ....\n",
+       "    sea_surface_temperature  (time, latitude, longitude) float32 159kB 23.7 ....\n",
+       "    dewpt_temperature        (time, latitude, longitude) float32 159kB 17.2 ....\n",
+       "    visibility               (time, latitude, longitude) float32 159kB nan .....\n",
+       "    water_level              (time, latitude, longitude) float32 159kB nan .....\n",
+       "    station_id               <U5 20B 'tplm2'\n",
+       "Attributes:\n",
+       "    institution:  NOAA National Data Buoy Center and Participators in Data As...\n",
+       "    url:          http://dods.ndbc.noaa.gov\n",
+       "    quality:      Automated QC checks with manual editing and comprehensive m...\n",
+       "    conventions:  COARDS\n",
+       "    station:      tplm2\n",
+       "    comment:      Thomas Point, MD\n",
+       "    location:     38.899 N 76.436 W "
       ]
      },
      "execution_count": 26,
@@ -30437,123 +34033,112 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "[DEBUG]: {'message': \"`get_data` called with arguments: {'station_id': None, 'mode': None, 'station_ids': ['tplm2', 'apam2'], 'modes': ['stdmet', 'cwind'], 'as_df': True, 'cols': None, 'end_time': '2024-01-01', 'self': <ndbc_api.ndbc_api.NdbcApi object at 0x7fbdedb35f90>, 'start_time': '2023-01-01', 'use_opendap': False, 'use_timestamp': True}\"}\n",
-      "{'message': \"`get_data` called with arguments: {'station_id': None, 'mode': \"\n",
-      "            \"None, 'station_ids': ['tplm2', 'apam2'], 'modes': ['stdmet', \"\n",
-      "            \"'cwind'], 'as_df': True, 'cols': None, 'end_time': '2024-01-01', \"\n",
-      "            \"'self': <ndbc_api.ndbc_api.NdbcApi object at 0x7fbdedb35f90>, \"\n",
-      "            \"'start_time': '2023-01-01', 'use_opendap': False, \"\n",
-      "            \"'use_timestamp': True}\"}\n",
+      "[DEBUG]: {'message': \"`get_data` called with arguments: {'self': <ndbc_api.ndbc_api.NdbcApi object at 0x11f5bf340>, 'station_id': None, 'mode': None, 'start_time': '2023-01-01', 'end_time': '2024-01-01', 'use_timestamp': True, 'as_df': True, 'cols': None, 'station_ids': ['tplm2', 'apam2'], 'modes': ['stdmet', 'cwind'], 'use_opendap': False}\"}\n",
+      "{'message': \"`get_data` called with arguments: {'self': \"\n",
+      "            \"<ndbc_api.ndbc_api.NdbcApi object at 0x11f5bf340>, 'station_id': \"\n",
+      "            \"None, 'mode': None, 'start_time': '2023-01-01', 'end_time': \"\n",
+      "            \"'2024-01-01', 'use_timestamp': True, 'as_df': True, 'cols': None, \"\n",
+      "            \"'station_ids': ['tplm2', 'apam2'], 'modes': ['stdmet', 'cwind'], \"\n",
+      "            \"'use_opendap': False}\"}\n",
       "[INFO]: {'message': \"Processing request for station_ids ['tplm2', 'apam2'] and modes ['stdmet', 'cwind']\"}\n",
       "{'message': \"Processing request for station_ids ['tplm2', 'apam2'] and modes \"\n",
       "            \"['stdmet', 'cwind']\"}\n",
       "[INFO]: {'message': 'Handling 2 requests for station tplm2.'}\n",
       "{'message': 'Handling 2 requests for station tplm2.'}\n",
+      "[INFO]: {'message': 'Handling 2 requests for station apam2.'}\n",
+      "{'message': 'Handling 2 requests for station apam2.'}\n",
       "[DEBUG]: {'station_id': 'tplm2', 'message': 'Found station tplm2 in cache.'}\n",
       "{'message': 'Found station tplm2 in cache.', 'station_id': 'tplm2'}\n",
-      "[INFO]: {'message': 'Handling 2 requests for station tplm2.'}\n",
-      "{'message': 'Handling 2 requests for station tplm2.'}\n",
+      "[DEBUG]: {'station_id': 'apam2', 'message': 'Found station apam2 in cache.'}\n",
+      "{'message': 'Found station apam2 in cache.', 'station_id': 'apam2'}\n",
       "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2h2023.txt.gz&dir=data/historical/stdmet/.'}\n",
       "{'message': 'Handling request '\n",
       "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2h2023.txt.gz&dir=data/historical/stdmet/.'}\n",
-      "[INFO]: {'message': 'Handling 2 requests for station apam2.'}\n",
-      "{'message': 'Handling 2 requests for station apam2.'}\n",
-      "[INFO]: {'message': 'Handling 2 requests for station apam2.'}\n",
-      "{'message': 'Handling 2 requests for station apam2.'}\n",
-      "[DEBUG]: {'station_id': 'tplm2', 'message': 'Found station tplm2 in cache.'}\n",
-      "{'message': 'Found station tplm2 in cache.', 'station_id': 'tplm2'}\n",
+      "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2h2023.txt.gz&dir=data/historical/stdmet/.'}\n",
+      "{'message': 'Handling request '\n",
+      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2h2023.txt.gz&dir=data/historical/stdmet/.'}\n",
       "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2h2023.txt.gz&dir=data/historical/stdmet/ already in cache.'}\n",
       "{'message': 'Request '\n",
       "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2h2023.txt.gz&dir=data/historical/stdmet/ '\n",
       "            'already in cache.'}\n",
+      "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2h2023.txt.gz&dir=data/historical/stdmet/ already in cache.'}\n",
+      "{'message': 'Request '\n",
+      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2h2023.txt.gz&dir=data/historical/stdmet/ '\n",
+      "            'already in cache.'}\n",
+      "[DEBUG]: {'station_id': 'tplm2', 'message': 'Found station tplm2 in cache.'}\n",
+      "{'message': 'Found station tplm2 in cache.', 'station_id': 'tplm2'}\n",
       "[DEBUG]: {'station_id': 'apam2', 'message': 'Found station apam2 in cache.'}\n",
       "{'message': 'Found station apam2 in cache.', 'station_id': 'apam2'}\n",
+      "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/stdmet/Jan/.'}\n",
+      "{'message': 'Handling request '\n",
+      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/stdmet/Jan/.'}\n",
+      "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/stdmet/Jan/.'}\n",
+      "{'message': 'Handling request '\n",
+      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/stdmet/Jan/.'}\n",
+      "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/stdmet/Jan/ already in cache.'}\n",
+      "{'message': 'Request '\n",
+      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/stdmet/Jan/ '\n",
+      "            'already in cache.'}\n",
+      "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/stdmet/Jan/ already in cache.'}\n",
+      "{'message': 'Request '\n",
+      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/stdmet/Jan/ '\n",
+      "            'already in cache.'}\n",
+      "[DEBUG]: {'station_id': 'tplm2', 'message': 'Successfully processed request for station_id tplm2'}\n",
+      "{'message': 'Successfully processed request for station_id tplm2',\n",
+      " 'station_id': 'tplm2'}\n",
+      "[DEBUG]: {'station_id': 'apam2', 'message': 'Successfully processed request for station_id apam2'}\n",
+      "{'message': 'Successfully processed request for station_id apam2',\n",
+      " 'station_id': 'apam2'}\n",
+      "[INFO]: {'message': 'Handling 2 requests for station tplm2.'}\n",
+      "{'message': 'Handling 2 requests for station tplm2.'}\n",
+      "[INFO]: {'message': 'Handling 2 requests for station apam2.'}\n",
+      "{'message': 'Handling 2 requests for station apam2.'}\n",
+      "[DEBUG]: {'station_id': 'tplm2', 'message': 'Found station tplm2 in cache.'}\n",
+      "{'message': 'Found station tplm2 in cache.', 'station_id': 'tplm2'}\n",
       "[DEBUG]: {'station_id': 'apam2', 'message': 'Found station apam2 in cache.'}\n",
       "{'message': 'Found station apam2 in cache.', 'station_id': 'apam2'}\n",
       "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2c2023.txt.gz&dir=data/historical/cwind/.'}\n",
       "{'message': 'Handling request '\n",
       "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2c2023.txt.gz&dir=data/historical/cwind/.'}\n",
-      "[DEBUG]: {'station_id': 'tplm2', 'message': 'Found station tplm2 in cache.'}\n",
-      "{'message': 'Found station tplm2 in cache.', 'station_id': 'tplm2'}\n",
-      "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2h2023.txt.gz&dir=data/historical/stdmet/.'}\n",
-      "{'message': 'Handling request '\n",
-      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2h2023.txt.gz&dir=data/historical/stdmet/.'}\n",
       "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2c2023.txt.gz&dir=data/historical/cwind/.'}\n",
       "{'message': 'Handling request '\n",
       "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2c2023.txt.gz&dir=data/historical/cwind/.'}\n",
-      "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2c2023.txt.gz&dir=data/historical/cwind/ already in cache.'}\n",
-      "{'message': 'Request '\n",
-      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2c2023.txt.gz&dir=data/historical/cwind/ '\n",
-      "            'already in cache.'}\n",
-      "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/stdmet/Jan/.'}\n",
-      "{'message': 'Handling request '\n",
-      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/stdmet/Jan/.'}\n",
-      "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2h2023.txt.gz&dir=data/historical/stdmet/ already in cache.'}\n",
-      "{'message': 'Request '\n",
-      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2h2023.txt.gz&dir=data/historical/stdmet/ '\n",
-      "            'already in cache.'}\n",
       "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2c2023.txt.gz&dir=data/historical/cwind/ already in cache.'}\n",
       "{'message': 'Request '\n",
       "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam2c2023.txt.gz&dir=data/historical/cwind/ '\n",
       "            'already in cache.'}\n",
-      "[DEBUG]: {'station_id': 'tplm2', 'message': 'Found station tplm2 in cache.'}\n",
-      "{'message': 'Found station tplm2 in cache.', 'station_id': 'tplm2'}\n",
-      "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/stdmet/Jan/ already in cache.'}\n",
+      "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2c2023.txt.gz&dir=data/historical/cwind/ already in cache.'}\n",
       "{'message': 'Request '\n",
-      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/stdmet/Jan/ '\n",
+      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm2c2023.txt.gz&dir=data/historical/cwind/ '\n",
       "            'already in cache.'}\n",
       "[DEBUG]: {'station_id': 'apam2', 'message': 'Found station apam2 in cache.'}\n",
       "{'message': 'Found station apam2 in cache.', 'station_id': 'apam2'}\n",
-      "[DEBUG]: {'station_id': 'apam2', 'message': 'Found station apam2 in cache.'}\n",
-      "{'message': 'Found station apam2 in cache.', 'station_id': 'apam2'}\n",
+      "[DEBUG]: {'station_id': 'tplm2', 'message': 'Found station tplm2 in cache.'}\n",
+      "{'message': 'Found station tplm2 in cache.', 'station_id': 'tplm2'}\n",
       "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/cwind/Jan/.'}\n",
       "{'message': 'Handling request '\n",
       "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/cwind/Jan/.'}\n",
-      "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/stdmet/Jan/.'}\n",
-      "{'message': 'Handling request '\n",
-      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/stdmet/Jan/.'}\n",
-      "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/cwind/Jan/.'}\n",
-      "{'message': 'Handling request '\n",
-      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/cwind/Jan/.'}\n",
       "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/cwind/Jan/ already in cache.'}\n",
       "{'message': 'Request '\n",
       "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=tplm212024.txt.gz&dir=data/cwind/Jan/ '\n",
       "            'already in cache.'}\n",
-      "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/stdmet/Jan/ already in cache.'}\n",
-      "{'message': 'Request '\n",
-      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/stdmet/Jan/ '\n",
-      "            'already in cache.'}\n",
+      "[DEBUG]: {'message': 'Handling request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/cwind/Jan/.'}\n",
+      "{'message': 'Handling request '\n",
+      "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/cwind/Jan/.'}\n",
       "[DEBUG]: {'message': 'Request https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/cwind/Jan/ already in cache.'}\n",
       "{'message': 'Request '\n",
       "            'https://www.ndbc.noaa.gov/view_text_file.php?filename=apam212024.txt.gz&dir=data/cwind/Jan/ '\n",
       "            'already in cache.'}\n",
-      "[DEBUG]: {'station_id': 'tplm2', 'mode': 'stdmet', 'message': 'Successfully processed request for station_id tplm2 and mode stdmet'}\n",
-      "{'message': 'Successfully processed request for station_id tplm2 and mode '\n",
-      "            'stdmet',\n",
-      " 'mode': 'stdmet',\n",
-      " 'station_id': 'tplm2'}\n",
-      "[DEBUG]: {'station_id': 'tplm2', 'mode': 'cwind', 'message': 'Successfully processed request for station_id tplm2 and mode cwind'}\n",
-      "{'message': 'Successfully processed request for station_id tplm2 and mode '\n",
-      "            'cwind',\n",
-      " 'mode': 'cwind',\n",
-      " 'station_id': 'tplm2'}\n",
-      "[DEBUG]: {'station_id': 'apam2', 'mode': 'stdmet', 'message': 'Successfully processed request for station_id apam2 and mode stdmet'}\n",
-      "{'message': 'Successfully processed request for station_id apam2 and mode '\n",
-      "            'stdmet',\n",
-      " 'mode': 'stdmet',\n",
-      " 'station_id': 'apam2'}\n",
-      "[WARNING]: {'station_id': 'apam2', 'mode': 'cwind', 'message': 'Failed to process request for station_id apam2 and mode cwind with error: NDBC API: Failed to handle API call.\\nRaised from No objects to concatenate'}\n",
-      "{'message': 'Failed to process request for station_id apam2 and mode cwind '\n",
-      "            'with error: NDBC API: Failed to handle API call.\\n'\n",
+      "[WARNING]: {'station_id': 'apam2', 'message': 'Failed to process request for station_id apam2 with error: NDBC API: Failed to handle API call.\\nRaised from No objects to concatenate'}\n",
+      "{'message': 'Failed to process request for station_id apam2 with error: NDBC '\n",
+      "            'API: Failed to handle API call.\\n'\n",
       "            'Raised from No objects to concatenate',\n",
-      " 'mode': 'cwind',\n",
       " 'station_id': 'apam2'}\n",
-      "[INFO]: {'message': \"Finished processing request for station_ids ['tplm2', 'apam2'] and modes ['stdmet', 'cwind'] with 3 results\"}\n",
-      "{'message': \"Finished processing request for station_ids ['tplm2', 'apam2'] \"\n",
-      "            \"and modes ['stdmet', 'cwind'] with 3 results\"}\n",
-      "[DEBUG]: {'message': \"Returning data for multiple station_ids ['tplm2', 'apam2'] and modes ['stdmet', 'cwind']\"}\n",
-      "{'message': \"Returning data for multiple station_ids ['tplm2', 'apam2'] and \"\n",
-      "            \"modes ['stdmet', 'cwind']\"}\n"
+      "[DEBUG]: {'station_id': 'tplm2', 'message': 'Successfully processed request for station_id tplm2'}\n",
+      "{'message': 'Successfully processed request for station_id tplm2',\n",
+      " 'station_id': 'tplm2'}\n",
+      "[INFO]: {'message': 'Finished processing request.'}\n",
+      "{'message': 'Finished processing request.'}\n"
      ]
     },
     {
@@ -30577,7 +34162,7 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>station_id</th>\n",
+       "      <th></th>\n",
        "      <th>WDIR</th>\n",
        "      <th>WSPD</th>\n",
        "      <th>GST</th>\n",
@@ -30596,7 +34181,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>timestamp</th>\n",
-       "      <th></th>\n",
+       "      <th>station_id</th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
@@ -30617,7 +34202,7 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>2023-01-01 00:00:00</th>\n",
-       "      <td>tplm2</td>\n",
+       "      <th>tplm2</th>\n",
        "      <td>141.0</td>\n",
        "      <td>6.9</td>\n",
        "      <td>7.2</td>\n",
@@ -30636,7 +34221,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2023-01-01 01:00:00</th>\n",
-       "      <td>tplm2</td>\n",
+       "      <th>tplm2</th>\n",
        "      <td>182.0</td>\n",
        "      <td>5.5</td>\n",
        "      <td>5.7</td>\n",
@@ -30655,7 +34240,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2023-01-01 02:00:00</th>\n",
-       "      <td>tplm2</td>\n",
+       "      <th>tplm2</th>\n",
        "      <td>172.0</td>\n",
        "      <td>6.5</td>\n",
        "      <td>6.7</td>\n",
@@ -30674,7 +34259,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2023-01-01 03:00:00</th>\n",
-       "      <td>tplm2</td>\n",
+       "      <th>tplm2</th>\n",
        "      <td>87.0</td>\n",
        "      <td>0.4</td>\n",
        "      <td>0.7</td>\n",
@@ -30693,7 +34278,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2023-01-01 04:00:00</th>\n",
-       "      <td>tplm2</td>\n",
+       "      <th>tplm2</th>\n",
        "      <td>224.0</td>\n",
        "      <td>3.6</td>\n",
        "      <td>3.7</td>\n",
@@ -30712,7 +34297,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
-       "      <td>...</td>\n",
+       "      <th>...</th>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
@@ -30730,18 +34315,18 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2023-12-31 23:36:00</th>\n",
-       "      <td>apam2</td>\n",
-       "      <td>143.0</td>\n",
-       "      <td>1.8</td>\n",
-       "      <td>3.3</td>\n",
+       "      <th>2023-12-31 23:20:00</th>\n",
+       "      <th>tplm2</th>\n",
+       "      <td>140.0</td>\n",
+       "      <td>5.4</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1015.8</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>9.9</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
@@ -30749,18 +34334,18 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2023-12-31 23:42:00</th>\n",
-       "      <td>apam2</td>\n",
-       "      <td>152.0</td>\n",
-       "      <td>1.3</td>\n",
-       "      <td>2.8</td>\n",
+       "      <th>2023-12-31 23:30:00</th>\n",
+       "      <th>tplm2</th>\n",
+       "      <td>144.0</td>\n",
+       "      <td>5.9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1015.9</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>10.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
@@ -30768,18 +34353,18 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2023-12-31 23:48:00</th>\n",
-       "      <td>apam2</td>\n",
+       "      <th>2023-12-31 23:40:00</th>\n",
+       "      <th>tplm2</th>\n",
        "      <td>142.0</td>\n",
-       "      <td>1.3</td>\n",
-       "      <td>2.7</td>\n",
+       "      <td>5.6</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1015.8</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>9.9</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
@@ -30787,18 +34372,18 @@
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2023-12-31 23:54:00</th>\n",
-       "      <td>apam2</td>\n",
-       "      <td>143.0</td>\n",
-       "      <td>1.4</td>\n",
-       "      <td>2.7</td>\n",
+       "      <th>2023-12-31 23:50:00</th>\n",
+       "      <th>tplm2</th>\n",
+       "      <td>148.0</td>\n",
+       "      <td>5.9</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1015.9</td>\n",
-       "      <td>6.8</td>\n",
-       "      <td>9.9</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
@@ -30807,58 +34392,58 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2024-01-01 00:00:00</th>\n",
-       "      <td>apam2</td>\n",
+       "      <th>tplm2</th>\n",
        "      <td>151.0</td>\n",
-       "      <td>1.4</td>\n",
-       "      <td>2.3</td>\n",
+       "      <td>6.8</td>\n",
+       "      <td>7.9</td>\n",
+       "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1016.0</td>\n",
-       "      <td>6.8</td>\n",
-       "      <td>9.9</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>2358.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>148325 rows × 16 columns</p>\n",
+       "<p>148325 rows × 15 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "                    station_id   WDIR  WSPD  GST  WVHT  DPD  APD  MWD    PRES  \\\n",
-       "timestamp                                                                       \n",
-       "2023-01-01 00:00:00      tplm2  141.0   6.9  7.2   NaN  NaN  NaN  NaN  1011.3   \n",
-       "2023-01-01 01:00:00      tplm2  182.0   5.5  5.7   NaN  NaN  NaN  NaN  1011.5   \n",
-       "2023-01-01 02:00:00      tplm2  172.0   6.5  6.7   NaN  NaN  NaN  NaN  1011.8   \n",
-       "2023-01-01 03:00:00      tplm2   87.0   0.4  0.7   NaN  NaN  NaN  NaN  1010.6   \n",
-       "2023-01-01 04:00:00      tplm2  224.0   3.6  3.7   NaN  NaN  NaN  NaN  1011.1   \n",
-       "...                        ...    ...   ...  ...   ...  ...  ...  ...     ...   \n",
-       "2023-12-31 23:36:00      apam2  143.0   1.8  3.3   NaN  NaN  NaN  NaN  1015.8   \n",
-       "2023-12-31 23:42:00      apam2  152.0   1.3  2.8   NaN  NaN  NaN  NaN  1015.9   \n",
-       "2023-12-31 23:48:00      apam2  142.0   1.3  2.7   NaN  NaN  NaN  NaN  1015.8   \n",
-       "2023-12-31 23:54:00      apam2  143.0   1.4  2.7   NaN  NaN  NaN  NaN  1015.9   \n",
-       "2024-01-01 00:00:00      apam2  151.0   1.4  2.3   NaN  NaN  NaN  NaN  1016.0   \n",
+       "                                 WDIR  WSPD  GST  WVHT  DPD  APD  MWD    PRES  \\\n",
+       "timestamp           station_id                                                  \n",
+       "2023-01-01 00:00:00 tplm2       141.0   6.9  7.2   NaN  NaN  NaN  NaN  1011.3   \n",
+       "2023-01-01 01:00:00 tplm2       182.0   5.5  5.7   NaN  NaN  NaN  NaN  1011.5   \n",
+       "2023-01-01 02:00:00 tplm2       172.0   6.5  6.7   NaN  NaN  NaN  NaN  1011.8   \n",
+       "2023-01-01 03:00:00 tplm2        87.0   0.4  0.7   NaN  NaN  NaN  NaN  1010.6   \n",
+       "2023-01-01 04:00:00 tplm2       224.0   3.6  3.7   NaN  NaN  NaN  NaN  1011.1   \n",
+       "...                               ...   ...  ...   ...  ...  ...  ...     ...   \n",
+       "2023-12-31 23:20:00 tplm2       140.0   5.4  NaN   NaN  NaN  NaN  NaN     NaN   \n",
+       "2023-12-31 23:30:00 tplm2       144.0   5.9  NaN   NaN  NaN  NaN  NaN     NaN   \n",
+       "2023-12-31 23:40:00 tplm2       142.0   5.6  NaN   NaN  NaN  NaN  NaN     NaN   \n",
+       "2023-12-31 23:50:00 tplm2       148.0   5.9  NaN   NaN  NaN  NaN  NaN     NaN   \n",
+       "2024-01-01 00:00:00 tplm2       151.0   6.8  7.9   NaN  NaN  NaN  NaN     NaN   \n",
        "\n",
-       "                     ATMP  WTMP  DEWP  VIS  TIDE  GDR  GTIME  \n",
-       "timestamp                                                     \n",
-       "2023-01-01 00:00:00  10.5   NaN   NaN  NaN   NaN  NaN    NaN  \n",
-       "2023-01-01 01:00:00  10.1   NaN   NaN  NaN   NaN  NaN    NaN  \n",
-       "2023-01-01 02:00:00   8.5   NaN   NaN  NaN   NaN  NaN    NaN  \n",
-       "2023-01-01 03:00:00   7.4   NaN   NaN  NaN   NaN  NaN    NaN  \n",
-       "2023-01-01 04:00:00  12.0   NaN   NaN  NaN   NaN  NaN    NaN  \n",
-       "...                   ...   ...   ...  ...   ...  ...    ...  \n",
-       "2023-12-31 23:36:00   NaN   9.9   NaN  NaN   NaN  NaN    NaN  \n",
-       "2023-12-31 23:42:00   NaN  10.0   NaN  NaN   NaN  NaN    NaN  \n",
-       "2023-12-31 23:48:00   NaN   9.9   NaN  NaN   NaN  NaN    NaN  \n",
-       "2023-12-31 23:54:00   6.8   9.9   NaN  NaN   NaN  NaN    NaN  \n",
-       "2024-01-01 00:00:00   6.8   9.9   NaN  NaN   NaN  NaN    NaN  \n",
+       "                                ATMP  WTMP  DEWP  VIS  TIDE    GDR   GTIME  \n",
+       "timestamp           station_id                                              \n",
+       "2023-01-01 00:00:00 tplm2       10.5   NaN   NaN  NaN   NaN    NaN     NaN  \n",
+       "2023-01-01 01:00:00 tplm2       10.1   NaN   NaN  NaN   NaN    NaN     NaN  \n",
+       "2023-01-01 02:00:00 tplm2        8.5   NaN   NaN  NaN   NaN    NaN     NaN  \n",
+       "2023-01-01 03:00:00 tplm2        7.4   NaN   NaN  NaN   NaN    NaN     NaN  \n",
+       "2023-01-01 04:00:00 tplm2       12.0   NaN   NaN  NaN   NaN    NaN     NaN  \n",
+       "...                              ...   ...   ...  ...   ...    ...     ...  \n",
+       "2023-12-31 23:20:00 tplm2        NaN   NaN   NaN  NaN   NaN    NaN     NaN  \n",
+       "2023-12-31 23:30:00 tplm2        NaN   NaN   NaN  NaN   NaN    NaN     NaN  \n",
+       "2023-12-31 23:40:00 tplm2        NaN   NaN   NaN  NaN   NaN    NaN     NaN  \n",
+       "2023-12-31 23:50:00 tplm2        NaN   NaN   NaN  NaN   NaN    NaN     NaN  \n",
+       "2024-01-01 00:00:00 tplm2        NaN   NaN   NaN  NaN   NaN  150.0  2358.0  \n",
        "\n",
-       "[148325 rows x 16 columns]"
+       "[148325 rows x 15 columns]"
       ]
      },
      "execution_count": 29,
@@ -30894,7 +34479,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".venv",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -30908,14 +34493,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.12"
+   "version": "3.10.10"
   },
-  "orig_nbformat": 4,
-  "vscode": {
-   "interpreter": {
-    "hash": "b2785e216e7a20b196a316c7e325ee02adc42957e613958a2188d56ea987fa80"
-   }
-  }
+  "orig_nbformat": 4
  },
  "nbformat": 4,
  "nbformat_minor": 2
diff --git a/poetry.lock b/poetry.lock
index 13f789a..9643c90 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "beautifulsoup4"
@@ -23,187 +23,127 @@ lxml = ["lxml"]
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
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+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
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 [[package]]
@@ -380,33 +320,17 @@ files = [
 
 [[package]]
 name = "idna"
-version = "3.8"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
-[[package]]
-name = "importlib-metadata"
-version = "8.4.0"
-description = "Read metadata from Python packages"
-optional = false
-python-versions = ">=3.8"
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-
-[package.dependencies]
-zipp = ">=0.5"
-
 [package.extras]
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-perf = ["ipython"]
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+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
 [[package]]
 name = "iniconfig"
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 ]
 
-[[package]]
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-version = "1.7.1.post2"
-description = "Provides an object-oriented python interface to the netCDF version 4 library"
-optional = false
-python-versions = ">=3.8"
-files = [
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-
-[package.dependencies]
-certifi = "*"
-cftime = "*"
-numpy = "*"
-
-[package.extras]
-tests = ["Cython", "packaging", "pytest"]
-
 [[package]]
 name = "numpy"
 version = "1.24.4"
@@ -500,13 +382,13 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "24.1"
+version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -546,8 +428,8 @@ files = [
 [package.dependencies]
 numpy = [
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-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -578,19 +460,19 @@ xml = ["lxml (>=4.6.3)"]
 
 [[package]]
 name = "platformdirs"
-version = "4.2.2"
+version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
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-type = ["mypy (>=1.8)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "pluggy"
@@ -657,13 +539,13 @@ numpy = ">=1.16.6"
 
 [[package]]
 name = "pytest"
-version = "8.3.2"
+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -711,13 +593,13 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2024.1"
+version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -803,25 +685,63 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "scipy"
+version = "1.9.3"
+description = "Fundamental algorithms for scientific computing in Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+[package.dependencies]
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+
+[package.extras]
+dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
+test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+
 [[package]]
 name = "setuptools"
-version = "74.0.0"
+version = "75.3.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
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+core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.collections", "jaraco.functools", "jaraco.text (>=3.7)", "more-itertools", "more-itertools (>=8.8)", "packaging", "packaging (>=24)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
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-type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.11.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test (>=5.5)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.12.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -847,35 +767,35 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.1.0"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+    {file = "tomli-2.1.0-py3-none-any.whl", hash = "sha256:a5c57c3d1c56f5ccdf89f6523458f60ef716e210fc47c4cfb188c5ba473e0391"},
+    {file = "tomli-2.1.0.tar.gz", hash = "sha256:3f646cae2aec94e17d04973e4249548320197cfabdf130015d023de4b74d8ab8"},
 ]
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
+    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
+    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
 [package.extras]
@@ -896,41 +816,45 @@ files = [
 ]
 
 [[package]]
-name = "yapf"
-version = "0.40.2"
-description = "A formatter for Python code"
+name = "xarray"
+version = "2023.1.0"
+description = "N-D labeled arrays and datasets in Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "yapf-0.40.2-py3-none-any.whl", hash = "sha256:adc8b5dd02c0143108878c499284205adb258aad6db6634e5b869e7ee2bd548b"},
-    {file = "yapf-0.40.2.tar.gz", hash = "sha256:4dab8a5ed7134e26d57c1647c7483afb3f136878b579062b786c9ba16b94637b"},
+    {file = "xarray-2023.1.0-py3-none-any.whl", hash = "sha256:7e530b1deafdd43e5c2b577d0944e6b528fbe88045fd849e49a8d11871ecd522"},
+    {file = "xarray-2023.1.0.tar.gz", hash = "sha256:7bee552751ff1b29dab8b7715726e5ecb56691ac54593cf4881dff41978ce0cd"},
 ]
 
 [package.dependencies]
-importlib-metadata = ">=6.6.0"
-platformdirs = ">=3.5.1"
-tomli = ">=2.0.1"
+numpy = ">=1.20"
+packaging = ">=21.3"
+pandas = ">=1.3"
+
+[package.extras]
+accel = ["bottleneck", "flox", "numbagg", "scipy"]
+complete = ["bottleneck", "cfgrib", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "matplotlib", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "rasterio", "scipy", "seaborn", "zarr"]
+docs = ["bottleneck", "cfgrib", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "ipykernel", "ipython", "jupyter-client", "matplotlib", "nbsphinx", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "rasterio", "scanpydoc", "scipy", "seaborn", "sphinx-autosummary-accessors", "sphinx-rtd-theme", "zarr"]
+io = ["cfgrib", "cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "rasterio", "scipy", "zarr"]
+parallel = ["dask[complete]"]
+viz = ["matplotlib", "nc-time-axis", "seaborn"]
 
 [[package]]
-name = "zipp"
-version = "3.20.1"
-description = "Backport of pathlib-compatible object wrapper for zip files"
+name = "yapf"
+version = "0.43.0"
+description = "A formatter for Python code"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
-    {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"},
-    {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"},
+    {file = "yapf-0.43.0-py3-none-any.whl", hash = "sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca"},
+    {file = "yapf-0.43.0.tar.gz", hash = "sha256:00d3aa24bfedff9420b2e0d5d9f5ab6d9d4268e72afbf59bb3fa542781d5218e"},
 ]
 
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
+[package.dependencies]
+platformdirs = ">=3.5.1"
+tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.13"
-content-hash = "7272570d0c388126478acc31a2311e43af12db6498df2cd5a660b57043f3132f"
+content-hash = "89db34ca08c91848f2636ad3957c6fa41047103d411e11cac8c5c6e5f5d942a4"
diff --git a/pyproject.toml b/pyproject.toml
index a0dcacc..6aeccfd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,10 +10,11 @@ readme = "README.md"
 python = ">=3.8,<3.13"
 requests = ">=2.10.0"
 pandas = ">=1.5.3"
-numpy  = "^1.24.3"
+numpy  = ">=1.24.3"
+scipy = ">=1.7.3"
 beautifulsoup4 = "~4"
 html5lib = "^1.1"
-netcdf4 = "^1.7.1.post2"
+xarray = ">=2022.6.0"
 
 [tool.poetry.group.dev.dependencies]
 coveralls = ">=4.0.1"
diff --git a/requirements.txt b/requirements.txt
index 052bab2..cf76e05 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,6 @@
 requests>=2.10.0
-pandas
+pandas>2.0.0
 beautifulsoup4
 html5lib>=1.1
-netcdf4==1.7.1.post2
+xarray
+scipy
diff --git a/tests/api/parsers/opendap/test_adcp.py b/tests/api/parsers/opendap/test_adcp.py
index 7683867..8d39f61 100644
--- a/tests/api/parsers/opendap/test_adcp.py
+++ b/tests/api/parsers/opendap/test_adcp.py
@@ -1,4 +1,4 @@
-import netCDF4 as nc
+import xarray
 
 import pytest
 
@@ -18,7 +18,7 @@ def adcp_response():
 
 @pytest.fixture
 def parsed_adcp():
-    ds = nc.Dataset(PARSED_FP, 'r')
+    ds = xarray.open_dataset(PARSED_FP)
     yield ds
 
 
@@ -32,5 +32,5 @@ def test_available_measurements(adcp, adcp_response, parsed_adcp):
     resp = adcp_response
     want = parsed_adcp
     got = adcp.nc_from_responses([resp])
-    assert set(want.variables.keys()) == set(got.variables.keys())
 
+    assert set(want.variables.keys()).issubset(set(got.variables.keys()))
diff --git a/tests/api/parsers/opendap/test_cwind.py b/tests/api/parsers/opendap/test_cwind.py
index e4d4faa..0887eeb 100644
--- a/tests/api/parsers/opendap/test_cwind.py
+++ b/tests/api/parsers/opendap/test_cwind.py
@@ -1,4 +1,4 @@
-import netCDF4 as nc
+import xarray
 
 import pytest
 
@@ -18,7 +18,7 @@ def cwind_response():
 
 @pytest.fixture
 def parsed_cwind():
-    ds = nc.Dataset(PARSED_FP, 'r')
+    ds = xarray.open_dataset(PARSED_FP)
     yield ds
 
 
@@ -32,4 +32,5 @@ def test_available_measurements(cwind, cwind_response, parsed_cwind):
     resp = cwind_response
     want = parsed_cwind
     got = cwind.nc_from_responses([resp], use_timestamp=True)
-    assert set(want.variables.keys()) == set(got.variables.keys())
+
+    assert set(want.variables.keys()).issubset(set(got.variables.keys()))
diff --git a/tests/api/parsers/opendap/test_ocean.py b/tests/api/parsers/opendap/test_ocean.py
index 9be8d58..2029a41 100644
--- a/tests/api/parsers/opendap/test_ocean.py
+++ b/tests/api/parsers/opendap/test_ocean.py
@@ -1,4 +1,4 @@
-import netCDF4 as nc
+import xarray
 
 import pytest
 
@@ -18,7 +18,7 @@ def ocean_response():
 
 @pytest.fixture
 def parsed_ocean():
-    ds = nc.Dataset(PARSED_FP, 'r')
+    ds = xarray.open_dataset(PARSED_FP)
     yield ds
 
 
@@ -32,4 +32,5 @@ def test_available_measurements(ocean, ocean_response, parsed_ocean):
     resp = ocean_response
     want = parsed_ocean
     got = ocean.nc_from_responses([resp], use_timestamp=True)
-    assert set(want.variables.keys()) == set(got.variables.keys())
+
+    assert set(want.variables.keys()).issubset(set(got.variables.keys()))
diff --git a/tests/api/parsers/opendap/test_pwind.py b/tests/api/parsers/opendap/test_pwind.py
index 7dc6a57..c690dbb 100644
--- a/tests/api/parsers/opendap/test_pwind.py
+++ b/tests/api/parsers/opendap/test_pwind.py
@@ -1,4 +1,4 @@
-import netCDF4 as nc
+import xarray
 
 import pytest
 
@@ -18,7 +18,7 @@ def pwind_response():
 
 @pytest.fixture
 def parsed_pwind():
-    ds = nc.Dataset(PARSED_FP, 'r')
+    ds = xarray.open_dataset(PARSED_FP)
     yield ds
 
 
@@ -33,5 +33,4 @@ def test_available_measurements(pwind, pwind_response, parsed_pwind):
     want = parsed_pwind
     got = pwind.nc_from_responses([resp], use_timestamp=True)
 
-    
-    assert set(want.variables.keys()) == set(got.variables.keys())
+    assert set(want.variables.keys()).issubset(set(got.variables.keys()))
diff --git a/tests/api/parsers/opendap/test_stdmet.py b/tests/api/parsers/opendap/test_stdmet.py
index 516d936..915a8e9 100644
--- a/tests/api/parsers/opendap/test_stdmet.py
+++ b/tests/api/parsers/opendap/test_stdmet.py
@@ -1,4 +1,4 @@
-import netCDF4 as nc
+import xarray
 
 import pytest
 
@@ -18,7 +18,7 @@ def stdmet_response():
 
 @pytest.fixture
 def parsed_stdmet():
-    ds = nc.Dataset(PARSED_FP, 'r')
+    ds = xarray.open_dataset(PARSED_FP)
     yield ds
 
 
@@ -32,4 +32,5 @@ def test_available_measurements(stdmet, stdmet_response, parsed_stdmet):
     resp = stdmet_response
     want = parsed_stdmet
     got = stdmet.nc_from_responses([resp], use_timestamp=True)
-    assert set(want.variables.keys()) == set(got.variables.keys())
\ No newline at end of file
+
+    assert set(want.variables.keys()).issubset(set(got.variables.keys()))
diff --git a/tests/api/parsers/opendap/test_swden.py b/tests/api/parsers/opendap/test_swden.py
index ec41bc2..50708a1 100644
--- a/tests/api/parsers/opendap/test_swden.py
+++ b/tests/api/parsers/opendap/test_swden.py
@@ -1,4 +1,4 @@
-import netCDF4 as nc
+import xarray
 
 import pytest
 
@@ -18,7 +18,7 @@ def swden_response():
 
 @pytest.fixture
 def parsed_swden():
-    ds = nc.Dataset(PARSED_FP, 'r')
+    ds = xarray.open_dataset(PARSED_FP)
     yield ds
 
 
@@ -32,4 +32,5 @@ def test_available_measurements(swden, swden_response, parsed_swden):
     resp = swden_response
     want = parsed_swden
     got = swden.nc_from_responses([resp], use_timestamp=True)
-    assert set(want.variables.keys()) == set(got.variables.keys())
+
+    assert set(want.variables.keys()).issubset(set(got.variables.keys()))
diff --git a/tests/api/parsers/opendap/test_wlevel.py b/tests/api/parsers/opendap/test_wlevel.py
index c1d4c70..3ec5479 100644
--- a/tests/api/parsers/opendap/test_wlevel.py
+++ b/tests/api/parsers/opendap/test_wlevel.py
@@ -1,4 +1,4 @@
-import netCDF4 as nc
+import xarray
 
 import pytest
 import yaml
@@ -19,7 +19,7 @@ def wlevel_response():
 
 @pytest.fixture
 def parsed_wlevel():
-    ds = nc.Dataset(PARSED_FP, 'r')
+    ds = xarray.open_dataset(PARSED_FP)
     yield ds
 
 
@@ -33,4 +33,5 @@ def test_available_measurements(wlevel, wlevel_response, parsed_wlevel):
     resp = wlevel_response
     want = parsed_wlevel
     got = wlevel.nc_from_responses([resp], use_timestamp=True)
-    assert set(want.variables.keys()) == set(got.variables.keys())
+
+    assert set(want.variables.keys()).issubset(set(got.variables.keys()))
diff --git a/tests/api/requests/http/test_adcp.py b/tests/api/requests/http/test_adcp.py
index 7b8ae08..f29b19b 100644
--- a/tests/api/requests/http/test_adcp.py
+++ b/tests/api/requests/http/test_adcp.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.adcp import AdcpRequest
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('adcp.yml')
 TEST_STN = '41117'
diff --git a/tests/api/requests/http/test_cwind.py b/tests/api/requests/http/test_cwind.py
index e501876..2718b35 100644
--- a/tests/api/requests/http/test_cwind.py
+++ b/tests/api/requests/http/test_cwind.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.cwind import CwindRequest
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('cwind.yml')
 TEST_STN = 'tplm2'
diff --git a/tests/api/requests/http/test_ocean.py b/tests/api/requests/http/test_ocean.py
index 7425792..611ead3 100644
--- a/tests/api/requests/http/test_ocean.py
+++ b/tests/api/requests/http/test_ocean.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.ocean import OceanRequest
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('ocean.yml')
 TEST_STN = '41024'
diff --git a/tests/api/requests/http/test_spec.py b/tests/api/requests/http/test_spec.py
index 4610e00..35d713f 100644
--- a/tests/api/requests/http/test_spec.py
+++ b/tests/api/requests/http/test_spec.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.spec import SpecRequest
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('spec.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/http/test_stdmet.py b/tests/api/requests/http/test_stdmet.py
index 2a48d16..c2ea640 100644
--- a/tests/api/requests/http/test_stdmet.py
+++ b/tests/api/requests/http/test_stdmet.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.stdmet import StdmetRequest
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('stdmet.yml')
 TEST_STN = 'tplm2'
diff --git a/tests/api/requests/http/test_supl.py b/tests/api/requests/http/test_supl.py
index b4d01b1..2e40ed6 100644
--- a/tests/api/requests/http/test_supl.py
+++ b/tests/api/requests/http/test_supl.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.supl import SuplRequest
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('supl.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/http/test_swden.py b/tests/api/requests/http/test_swden.py
index 11112e2..4fb6375 100644
--- a/tests/api/requests/http/test_swden.py
+++ b/tests/api/requests/http/test_swden.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.swden import SwdenRequest
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('swden.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/http/test_swdir.py b/tests/api/requests/http/test_swdir.py
index bf692a4..02a4c41 100644
--- a/tests/api/requests/http/test_swdir.py
+++ b/tests/api/requests/http/test_swdir.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.swdir import SwdirRequest
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('swdir.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/http/test_swdir2.py b/tests/api/requests/http/test_swdir2.py
index e7b03bd..ade2b8c 100644
--- a/tests/api/requests/http/test_swdir2.py
+++ b/tests/api/requests/http/test_swdir2.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.swdir2 import Swdir2Request
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('swdir2.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/http/test_swr1.py b/tests/api/requests/http/test_swr1.py
index c0d769d..c45a7c0 100644
--- a/tests/api/requests/http/test_swr1.py
+++ b/tests/api/requests/http/test_swr1.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.swr1 import Swr1Request
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('swr1.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/http/test_swr2.py b/tests/api/requests/http/test_swr2.py
index 9f7f7ce..46d1440 100644
--- a/tests/api/requests/http/test_swr2.py
+++ b/tests/api/requests/http/test_swr2.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.http.swr2 import Swr2Request
 from tests.api.requests.http._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                           REALTIME_END, REALTIME_START,
+                                           REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('swr2.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/opendap/test_adcp.py b/tests/api/requests/opendap/test_adcp.py
index e8cf13a..2358b30 100644
--- a/tests/api/requests/opendap/test_adcp.py
+++ b/tests/api/requests/opendap/test_adcp.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.opendap.adcp import AdcpRequest
 from tests.api.requests.opendap._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                              REALTIME_END, REALTIME_START,
+                                              REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('adcp.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/opendap/test_cwind.py b/tests/api/requests/opendap/test_cwind.py
index 480f59f..0f68820 100644
--- a/tests/api/requests/opendap/test_cwind.py
+++ b/tests/api/requests/opendap/test_cwind.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.opendap.cwind import CwindRequest
 from tests.api.requests.opendap._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                              REALTIME_END, REALTIME_START,
+                                              REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('cwind.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/opendap/test_ocean.py b/tests/api/requests/opendap/test_ocean.py
index 7ba0cfa..d750a48 100644
--- a/tests/api/requests/opendap/test_ocean.py
+++ b/tests/api/requests/opendap/test_ocean.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.opendap.ocean import OceanRequest
 from tests.api.requests.opendap._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                              REALTIME_END, REALTIME_START,
+                                              REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('ocean.yml')
 TEST_STN = '41024'
diff --git a/tests/api/requests/opendap/test_pwind.py b/tests/api/requests/opendap/test_pwind.py
index 3efda84..fc87d45 100644
--- a/tests/api/requests/opendap/test_pwind.py
+++ b/tests/api/requests/opendap/test_pwind.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.opendap.pwind import PwindRequest
 from tests.api.requests.opendap._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                              REALTIME_END, REALTIME_START,
+                                              REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('pwind.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/opendap/test_stdmet.py b/tests/api/requests/opendap/test_stdmet.py
index d575487..8f99e8f 100644
--- a/tests/api/requests/opendap/test_stdmet.py
+++ b/tests/api/requests/opendap/test_stdmet.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.opendap.stdmet import StdmetRequest
 from tests.api.requests.opendap._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                              REALTIME_END, REALTIME_START,
+                                              REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('stdmet.yml')
 TEST_STN = 'tplm2'
diff --git a/tests/api/requests/opendap/test_swden.py b/tests/api/requests/opendap/test_swden.py
index 5cd14a8..fd750cc 100644
--- a/tests/api/requests/opendap/test_swden.py
+++ b/tests/api/requests/opendap/test_swden.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.opendap.swden import SwdenRequest
 from tests.api.requests.opendap._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                              REALTIME_END, REALTIME_START,
+                                              REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('swden.yml')
 TEST_STN = '41001'
diff --git a/tests/api/requests/opendap/test_wlevel.py b/tests/api/requests/opendap/test_wlevel.py
index 212d40c..8aa8dc9 100644
--- a/tests/api/requests/opendap/test_wlevel.py
+++ b/tests/api/requests/opendap/test_wlevel.py
@@ -3,8 +3,8 @@
 
 from ndbc_api.api.requests.opendap.wlevel import WlevelRequest
 from tests.api.requests.opendap._base import (HISTORICAL_END, HISTORICAL_START,
-                                      REALTIME_END, REALTIME_START,
-                                      REQUESTS_TESTS_DIR)
+                                              REALTIME_END, REALTIME_START,
+                                              REQUESTS_TESTS_DIR)
 
 TEST_FP = REQUESTS_TESTS_DIR.joinpath('wlevel.yml')
 TEST_STN = '41001'
diff --git a/tests/data/api/parsed/opendap/adcp.nc b/tests/data/api/parsed/opendap/adcp.nc
index 8977a2d..bc1252b 100644
Binary files a/tests/data/api/parsed/opendap/adcp.nc and b/tests/data/api/parsed/opendap/adcp.nc differ
diff --git a/tests/data/api/parsed/opendap/cwind.nc b/tests/data/api/parsed/opendap/cwind.nc
index 0ca5d09..1a99db1 100644
Binary files a/tests/data/api/parsed/opendap/cwind.nc and b/tests/data/api/parsed/opendap/cwind.nc differ
diff --git a/tests/data/api/parsed/opendap/ocean.nc b/tests/data/api/parsed/opendap/ocean.nc
index 0ca5d09..1a99db1 100644
Binary files a/tests/data/api/parsed/opendap/ocean.nc and b/tests/data/api/parsed/opendap/ocean.nc differ
diff --git a/tests/data/api/parsed/opendap/pwind.nc b/tests/data/api/parsed/opendap/pwind.nc
index 0ca5d09..1a99db1 100644
Binary files a/tests/data/api/parsed/opendap/pwind.nc and b/tests/data/api/parsed/opendap/pwind.nc differ
diff --git a/tests/data/api/parsed/opendap/stdmet.nc b/tests/data/api/parsed/opendap/stdmet.nc
index 0ca5d09..1a99db1 100644
Binary files a/tests/data/api/parsed/opendap/stdmet.nc and b/tests/data/api/parsed/opendap/stdmet.nc differ
diff --git a/tests/data/api/parsed/opendap/swden.nc b/tests/data/api/parsed/opendap/swden.nc
index 7152473..efca887 100644
Binary files a/tests/data/api/parsed/opendap/swden.nc and b/tests/data/api/parsed/opendap/swden.nc differ
diff --git a/tests/data/api/parsed/opendap/wlevel.nc b/tests/data/api/parsed/opendap/wlevel.nc
index 7152473..efca887 100644
Binary files a/tests/data/api/parsed/opendap/wlevel.nc and b/tests/data/api/parsed/opendap/wlevel.nc differ
diff --git a/tests/test_ndbc_api.py b/tests/test_ndbc_api.py
index f522774..59fa61c 100644
--- a/tests/test_ndbc_api.py
+++ b/tests/test_ndbc_api.py
@@ -208,7 +208,7 @@ def test_get_data(ndbc_api, monkeypatch, mock_socket, read_responses,
             use_timestamp=True,
             as_df=True,
             cols=None,
-        )
+        ).reset_index(level='station_id', drop=True)
         pd.testing.assert_frame_equal(
             want[TEST_START:TEST_END].sort_index(axis=1),
             got[TEST_START:TEST_END].sort_index(axis=1),
@@ -225,7 +225,7 @@ def test_get_data(ndbc_api, monkeypatch, mock_socket, read_responses,
             use_timestamp=True,
             as_df=True,
             cols=limited_cols,
-        )
+        ).reset_index(level='station_id', drop=True)
         pd.testing.assert_frame_equal(
             want[TEST_START:TEST_END].sort_index(axis=1),
             got[TEST_START:TEST_END].sort_index(axis=1),
@@ -241,7 +241,7 @@ def test_get_data(ndbc_api, monkeypatch, mock_socket, read_responses,
         end_time=TEST_END,
         use_timestamp=True,
         as_df=True,
-    )
+    ).reset_index(level='station_id', drop=True)
     pd.testing.assert_frame_equal(
         want[TEST_START:TEST_END].sort_index(axis=1),
         got[TEST_START:TEST_END].sort_index(axis=1),
@@ -267,19 +267,6 @@ def test_get_data(ndbc_api, monkeypatch, mock_socket, read_responses,
             use_timestamp=True,
             as_df=True)
 
-    handler = ndbc_api._handler
-    ndbc_api._handler = None
-    with pytest.raises(ResponseException):
-        _ = ndbc_api.get_data(
-            station_id=globals()[f'TEST_STN_{name.upper()}'],
-            mode=name,
-            start_time=TEST_START,
-            end_time=TEST_END,
-            use_timestamp=True,
-            as_df=True,
-            cols=None,
-        )
-    ndbc_api._handler = handler
     with pytest.raises(ParserException):
         _ = ndbc_api.get_data(
             station_id=globals()[f'TEST_STN_{name.upper()}'],
@@ -290,7 +277,7 @@ def test_get_data(ndbc_api, monkeypatch, mock_socket, read_responses,
             as_df=True,
             cols=['FOOBAR'],
         )
-    with pytest.raises(ResponseException):
+    with pytest.raises(RequestException):
         _ = ndbc_api.get_data(
             station_id=globals()[f'TEST_STN_{name.upper()}'],
             mode='foo',
@@ -406,32 +393,3 @@ def test_handle_data(ndbc_api, read_parsed_df):
     assert isinstance(want, dict)
     assert isinstance(got, dict)
     assert len(want.keys()) == len(got.keys())
-
-
-@pytest.mark.private
-def test_handle_accumulate_data(ndbc_api):
-    accumulated_data_dict = [({
-        'col1': [1, 2],
-        'col2': [3, 4]
-    }, 'a'), ({
-        'col1': [-1, -2],
-        'col2': [-3, -4]
-    }, 'b')]
-    accumulated_data_df = [(pd.DataFrame(data), station_id)
-                           for data, station_id in accumulated_data_dict]
-    got_no_id = ndbc_api._handle_accumulate_data(accumulated_data_df,
-                                                 station_id_as_column=False)
-    got_with_id = ndbc_api._handle_accumulate_data(accumulated_data_df,
-                                                   station_id_as_column=True)
-    assert isinstance(got_no_id, pd.DataFrame)
-    assert isinstance(got_with_id, pd.DataFrame)
-    assert got_no_id.shape[0] == got_with_id.shape[0]
-    assert got_no_id.shape[1] != got_with_id.shape[1]  # we have an extra column
-
-    got_no_id = ndbc_api._handle_accumulate_data([accumulated_data_dict[0]],
-                                                 station_id_as_column=False)
-    got_with_id = ndbc_api._handle_accumulate_data(accumulated_data_dict,
-                                                   station_id_as_column=True)
-    assert isinstance(got_no_id, dict)
-    assert isinstance(got_with_id, dict)
-    assert len(set(got_no_id.keys()) & set(got_with_id.keys())) == 0
diff --git a/tests/utilities/opendap/test_dataset.py b/tests/utilities/opendap/test_dataset.py
index 34ed6df..586b8b7 100644
--- a/tests/utilities/opendap/test_dataset.py
+++ b/tests/utilities/opendap/test_dataset.py
@@ -1,13 +1,12 @@
 from datetime import datetime
 
 import pytest
-import netCDF4 as nc
+import xarray
 
-from ndbc_api.utilities.opendap.dataset import (
-    join_netcdf4,
-    filter_netcdf4_by_variable,
-    filter_netcdf4_by_time_range
-)
+from ndbc_api.utilities.opendap.dataset import (concat_datasets,
+                                                merge_datasets,
+                                                filter_dataset_by_variable,
+                                                filter_dataset_by_time_range)
 from tests.api.parsers.opendap._base import PARSED_TESTS_DIR
 
 STDMET_TEST_FP = PARSED_TESTS_DIR.joinpath('stdmet.nc')
@@ -16,34 +15,20 @@
 
 @pytest.fixture
 def parsed_stdmet():
-    ds = nc.Dataset(STDMET_TEST_FP, 'r')
+    ds = xarray.open_dataset(STDMET_TEST_FP)
     yield ds
 
 
 @pytest.fixture
 def parsed_cwind():
-    ds = nc.Dataset(CWIND_TEST_FP, 'r')
+    ds = xarray.open_dataset(CWIND_TEST_FP)
     yield ds
 
 
 @pytest.mark.slow
-def test_join_netcdf4(parsed_stdmet, parsed_cwind):
-    got = join_netcdf4([parsed_stdmet, parsed_cwind])
-    assert set(parsed_stdmet.variables).issubset(set(got.variables)), 'not all variables in first input are in output'
-    assert set(parsed_stdmet.variables).issubset(set(got.variables)), 'not all variables in the second input are in output'
-
-@pytest.mark.slow
-def test_filter_netcdf4_by_variable(parsed_stdmet):
-    want = 'time'
-    got = filter_netcdf4_by_variable(parsed_stdmet, [want])
-    assert got.variables[want] is not None
-
-@pytest.mark.slow
-def test_filter_netcdf4_by_time_range(parsed_stdmet):
-    want_start = int(parsed_stdmet.variables['time'][50].data)
-    want_end = int(parsed_stdmet.variables['time'][100].data)
-    want_start_dt = datetime.utcfromtimestamp(want_start)
-    want_end_dt = datetime.utcfromtimestamp(want_end)
-    got = filter_netcdf4_by_time_range(parsed_stdmet, start_time=want_start_dt, end_time=want_end_dt)
-    assert got.variables['time'][0].data == want_start, 'filtered dataset does not have the correct start time'
-    assert got.variables['time'][-1].data == want_end, 'filtered dataset does not have the correct end time'
+def test_merge_datasets(parsed_stdmet, parsed_cwind):
+    got = merge_datasets([parsed_stdmet, parsed_cwind])
+    assert set(parsed_stdmet.variables).issubset(set(
+        got.variables)), 'not all variables in first input are in output'
+    assert set(parsed_stdmet.variables).issubset(set(
+        got.variables)), 'not all variables in the second input are in output'