diff --git a/.env.template b/.env.template
index a60f391..8163d37 100644
--- a/.env.template
+++ b/.env.template
@@ -1,24 +1,8 @@
-# This template comes from https://www.github.omc/kmax12/gridstatus
-
# Register at https://www.eia.gov/opendata/register.php for an API key
EIA_API_KEY=
-# Register at https://apiportal.pjm.com/ for an API key
-PJM_API_KEY=
-
-# Register at https://apiexplorer.ercot.com/ for username/password
-# and follow instructions at
-# https://developer.ercot.com/applications/pubapi/ERCOT%20Public%20API%20Registration%20and%20Authentication/
-# to get the subscription key
-ERCOT_API_USERNAME=
-ERCOT_API_PASSWORD=
-ERCOT_API_SUBSCRIPTION_KEY=
-
-# Request access at https://www.ncdc.noaa.gov/cdo-web/token
-NOAA_API_KEY=
-
# Request access at https://api.census.gov/data/key_signup.html
-CENCUS_API_KEY=
+CENSUS_API_KEY=
# Request access at https://www.epa.gov/power-sector/cam-api-portal#/api-key-signup
CEMS_API_KEY=
diff --git a/.gitignore b/.gitignore
index 6a6e352..db65f80 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,9 @@
cjest-data
-
+.snakemake/
+data
+01-energy-utility.ipynb
+02-census.ipynb
+puma_maps.ipynb
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
diff --git a/README.md b/README.md
index 46bfdb5..b4759fc 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,94 @@
# 2024 Kansas City Analysis
-This repository holds analysis for the energy system in Kansas City, Kansas. Located in Wyandotte County, Kansas.
\ No newline at end of file
+This repository holds analysis for the energy system in Kansas City, Kansas. Located in Wyandotte County, Kansas.
+
+# Installation
+
+## Requirements
+
+* `git` - version control software
+ * [Windows Installation instructions](https://git-scm.com/download/win)
+ * [MacOS Installation instructions](https://git-scm.com/download/mac)
+ * [Linux Installation instructions](https://git-scm.com/download/linux)
+* Python installed with either `conda` or `mamba`(recommended)
+ * Download `mamba` installer [here](https://github.com/conda-forge/miniforge).
+ * 'anaconda' ('conda') installation instructions [here](https://docs.anaconda.com/anaconda/install/windows/).
+
+> [!NOTE]
+> Make sure you add Python to PATH during installation.
+
+## Installation Steps
+0. Open command prompt or terminal window. Copy and paste the following commands.
+
+1. Clone the repository
+
+```bash
+git clone https://github.com/ucsusa/2024-kansas-city-analysis.git
+```
+
+2. Set up the environment
+
+```bash
+cd 2024-kansas-city-analysis
+mamba env create # mamba and conda may be used interchangeably, here
+mamba activate kansas-city
+```
+
+3. Creating the `.env` file
+
+Users should copy the `.env.template` file into a new file simply called `.env`.
+This file contains "secret" information, such as API keys, emails, and other data
+that should remain local. In order to run the current model, users must have API keys
+from the following organizations:
+
+* [U.S. Census API](https://api.census.gov/data/key_signup.html)
+
+These keys may be added directly to the `.env` file.
+
+## Running the model
+
+This project uses the workflow management tool, `snakemake`, to create a reproducible data pipeline.
+Running the command
+
+```bash
+snakemake --cores=1
+```
+
+will run the workflow illustrated in the directed acyclic graph (DAG) shown below.
+
+# Workflow
+
+The flow of data through the modeling process is shown in the graph below.
+
+![DAG](dag.png)
+
+There are a few categories of steps:
+* **Retrieve**: In a `retrieve` step, data are primarily downloaded and lightly processed (e.g., ensuring good formatting and data types).
+* **Calculate**: In a `calculate` step, data are transformed through some calculation.
+* *place holder for future additions*
+
+
+## Steps
+
+### `retrieve_census_data`
+In this step, data from the U.S. Census Bureau are queried. The datasets gathered, here, are:
+* Total population and
+* the number and types of residential building units.
+
+### `retrieve_armourdale_shape`
+In this step, the "shape" of the community of interest is retrieved. This shape can be used as a cut-out
+to subset other geospatial data later.
+
+> [!NOTE]
+> This data is specific to the particular community of Armourdale in Kansas City, Kansas. If you
+> wish to model a different community, should omit this step or replace it with a different shape.
+> For example, by specifying a few census tracts.
+
+### `retrieve_spatial_lut`
+This step downloads the spatial lookup table (LUT) for NREL's ResStock datasets. The spatial LUT
+cross references census tracts, counties, and states with public use microdata areas (PUMAs). As
+well as how the data are stored within NREL's models.
+
+### `retreive_res_load`
+Simulated building load data is collected from NREL's ResStock database in this step. Currently,
+the data collected are aggregated building data for the building types defined in the `config.yml` file.
+Future versions may include an option to specify individual buildings.
\ No newline at end of file
diff --git a/Snakefile b/Snakefile
new file mode 100644
index 0000000..bf37b1b
--- /dev/null
+++ b/Snakefile
@@ -0,0 +1,137 @@
+configfile: "config.yml"
+
+from us import states
+from pathlib import Path
+from dotenv import load_dotenv
+
+state = config['state']
+state_abbr = states.lookup(state).abbr
+
+community_name = config['community_name']
+
+env_file = Path("./.env").resolve()
+load_dotenv(str(env_file))
+
+rule targets:
+ input:
+ community = f"data/spatial_data/{community_name.lower()}_shape.gpkg",
+ census_data = "data/spatial_data/county_census_data.gpkg",
+ state_blockgroups = f"data/spatial_data/{state.lower()}_blockgroups.gpkg",
+ county_blockgroups = f"data/spatial_data/{config['county'].lower()}_blockgroups.gpkg",
+ elec_load = "data/timeseries/residential_elec_load.csv",
+ heat_load = "data/timeseries/residential_heat_load.csv",
+ weather = "data/timeseries/weather_year.csv",
+ res_structures = "data/residential_buildings.csv",
+ rates = "data/usrdb_rates.csv",
+ project_sunroof = f"data/spatial_data/project-sunroof-census_tract.csv",
+ utility="data/spatial_data/electric_utility.gpkg",
+ lead_data = f"data/spatial_data/{state_abbr}-2018-LEAD-data/{state_abbr} AMI Census Tracts 2018.csv",
+ res_energy_expenses = f"data/{community_name.lower()}_energy_expenses.csv",
+ zoning_data = f"data/spatial_data/{community_name.lower()}/zoning.gpkg",
+ rescaled_elec_load = "data/timeseries/residential_elec_load_rescaled.csv",
+ costs = "data/technology_costs.csv",
+ dag = "dag.png"
+
+rule retrieve_spatial_lut:
+ output:
+ spatial_lut = "data/spatial_data/spatial_lut.csv"
+ script: "scripts/retrieve_lut.py"
+
+rule retrieve_census_data:
+ output:
+ census_data = "data/spatial_data/county_census_data.gpkg",
+ state_blockgroups = f"data/spatial_data/{state.lower()}_blockgroups.gpkg",
+ county_blockgroups = f"data/spatial_data/{config['county'].lower()}_blockgroups.gpkg"
+ script: "scripts/retrieve_census_data.py"
+
+rule retrieve_project_sunroof:
+ input:
+ blockgroups = f"data/spatial_data/{state.lower()}_blockgroups.gpkg",
+ community = f"data/spatial_data/{community_name.lower()}_shape.gpkg"
+ output:
+ project_sunroof = "data/spatial_data/project-sunroof-census_tract.csv",
+ local_potential = f"data/spatial_data/{community_name.lower()}_rooftop_potential.gpkg"
+ script: "scripts/retrieve_project_sunroof.py"
+
+# a bespoke step to make this analysis specific to community
+rule retrieve_community_shape:
+ output:
+ community = f"data/spatial_data/{community_name.lower()}_shape.gpkg"
+ script: "scripts/retrieve_community_cutout.py"
+
+rule retrieve_electric_utility:
+ input:
+ cutout=f"data/spatial_data/{community_name.lower()}_shape.gpkg"
+ output:
+ utility="data/spatial_data/electric_utility.gpkg"
+ script: "scripts/retrieve_electric_utility.py"
+
+rule retrieve_usrdb:
+ input:
+ utility="data/spatial_data/electric_utility.gpkg"
+ output:
+ rates="data/usrdb_rates.csv"
+ script: "scripts/retrieve_usrdb.py"
+
+rule calculate_res_structures:
+ input:
+ census_data = "data/spatial_data/county_census_data.gpkg",
+ community = f"data/spatial_data/{community_name.lower()}_shape.gpkg"
+ output:
+ res_structures = "data/residential_buildings.csv"
+ script: "scripts/calculate_res_structures.py"
+
+rule retrieve_res_load:
+ input:
+ spatial_lut = "data/spatial_data/spatial_lut.csv"
+ output:
+ elec_load = "data/timeseries/residential_elec_load.csv",
+ heat_load = "data/timeseries/residential_heat_load.csv",
+ weather = "data/timeseries/weather_year.csv"
+ script: "scripts/retrieve_res_load.py"
+
+rule retrieve_lead_data:
+ input:
+ community = f"data/spatial_data/{community_name.lower()}_shape.gpkg",
+ county_blockgroups = f"data/spatial_data/{config['county'].lower()}_blockgroups.gpkg"
+ output:
+ lead_data = f"data/spatial_data/{state_abbr}-2018-LEAD-data/{state_abbr} AMI Census Tracts 2018.csv",
+ lead_community = f"data/spatial_data/{community_name.lower()}_lead.csv"
+ script: "scripts/retrieve_lead_data.py"
+
+rule retrieve_nrel_costs:
+ output:
+ costs = "data/technology_costs.csv"
+ script: "scripts/retrieve_nrel_costs.py"
+
+rule calculate_historical_expenses:
+ input:
+ lead_community = f"data/spatial_data/{community_name.lower()}_lead.csv"
+ output:
+ res_energy_expenses = f"data/{community_name.lower()}_energy_expenses.csv"
+ script: "scripts/calculate_historical_expenses.py"
+
+rule retrieve_community_spatial_data:
+ input:
+ community = f"data/spatial_data/{community_name.lower()}_shape.gpkg"
+ output:
+ zoning_data = f"data/spatial_data/{community_name.lower()}/zoning.gpkg"
+ script: "scripts/retrieve_shapefiles.py"
+
+rule calculate_rescaled_load:
+ input:
+ res_energy_expenses = f"data/{community_name.lower()}_energy_expenses.csv",
+ elec_load = "data/timeseries/residential_elec_load.csv",
+ heat_load = "data/timeseries/residential_elec_load.csv",
+ res_structures = "data/residential_buildings.csv"
+ output:
+ rescaled_elec_load = "data/timeseries/residential_elec_load_rescaled.csv",
+ rescaled_heat_load = "data/timeseries/residential_heat_load_rescaled.csv",
+ script: "scripts/calculate_residential_load.py"
+
+rule build_dag:
+ input: "Snakefile"
+ output:
+ "dag.png"
+ shell:
+ "snakemake --dag | dot -Tpng > {output}"
\ No newline at end of file
diff --git a/config.yml b/config.yml
new file mode 100644
index 0000000..68cf9a9
--- /dev/null
+++ b/config.yml
@@ -0,0 +1,52 @@
+# geographic data
+state: 'Kansas'
+county: 'Wyandotte'
+community_name: 'Armourdale'
+
+# historical data
+census_year: 2020
+census_level: 'tract'
+usrdb_start_date: "2024-07-23" # today?
+usrdb_future_date: "2099-01-01" # some date in the future, replaces NaT values
+
+# price data
+retail_price_elec: 0.1129 # from google, $/kWh
+# https://www.kansasgasservice.com//media/KGS/Tariffs/20-RSS.pdf
+retail_price_gas: 2.3485 # $/Mcf, 0.0080126123 $/kWh
+
+# ATB cost options
+atb_params:
+ atb_year: 2023 # the ATB publication year // DO NOT CHANGE
+ case: 'Market' # 'R&D'
+ scenario: 'Moderate' # 'Conservative', 'Advanced'
+ scale: 'Residential' # 'Utility', 'Commercial'
+ maturity: 'Y' # 'N'
+ crp: 30 # '20'
+ cost_year: 2025 # Any year 2020-2050
+
+# model options
+topology: "sectoral" # or building type // NOT IMPLEMENTED
+
+# building data options
+building_data_options:
+ resstock_year: 2021 # DO NOT CHANGE
+ comstock_year: 2021 # DO NOT CHANGE
+ weather_version: "tmy3" # or "amy2018"
+ release_version: 1
+ building_types:
+ residential:
+ - multi-family_with_2_-_4_units
+ - multi-family_with_5plus_units
+ - single-family_attached
+ - single-family_detached
+ - mobile_home
+ # commercial: # pending implementation
+ # -
+
+energy_sectors:
+ - residential
+ # - commercial # pending implementation
+
+# geographic options
+geographic_crs: 4326 # for using lat/lon; EPSG code
+projected_crs: 5070 # for doing calculations; EPSG code
\ No newline at end of file
diff --git a/dag.png b/dag.png
new file mode 100644
index 0000000..d415462
Binary files /dev/null and b/dag.png differ
diff --git a/environment.yml b/environment.yml
index c37a978..5c5fb97 100644
--- a/environment.yml
+++ b/environment.yml
@@ -4,7 +4,7 @@ channels:
- bioconda
dependencies:
# Requirements for core model functionality
- - python==3.10.13
+ - python>=3.9
- pip
- ipython
- matplotlib
@@ -25,7 +25,7 @@ dependencies:
- momepy
- pysal
- osmnx
- - spyder-kernels=2.5
+ - spyder-kernels>=2.5
- unyt
- cartopy
- descartes
@@ -48,3 +48,4 @@ dependencies:
- census
- streamlit
- vresutils
+ - git+https://github.com/FZJ-IEK3-VSA/hplib.git
diff --git a/notebooks/01-energy-utility.ipynb b/notebooks/01-energy-utility.ipynb
index 96df9b3..6f7a906 100644
--- a/notebooks/01-energy-utility.ipynb
+++ b/notebooks/01-energy-utility.ipynb
@@ -22,8 +22,12 @@
"import census\n",
"from us import states\n",
"from pathlib import Path\n",
+ "import sys\n",
"\n",
- "from gridstatus import EIA"
+ "from gridstatus import EIA\n",
+ "\n",
+ "sys.path.append(\"../utils\")\n",
+ "from api_functions import get_retail_service_area"
]
},
{
@@ -53,6 +57,346 @@
"eia_service_path = Path(\"../../spatial-data/Electric_Retail_Service_Territories/Electric_Retail_Service_Territories.shp\")"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "CPU times: total: 828 ms\n",
+ "Wall time: 2.44 s\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%time\n",
+ "query_url = (\"https://services1.arcgis.com/Hp6G80Pky0om7QvQ/arcgis/rest/services/Retail_Service_Territories/\"\n",
+ " \"FeatureServer/0/query?where=STATE%20%3D%20'KS'%20OR%20STATE%20%3D%20'MO'&outFields=CNTRL_AREA,\"\n",
+ " \"PLAN_AREA,HOLDING_CO,NET_GEN,PURCHASED,RETAIL_MWH,WSALE_MWH,TOTAL_MWH,TRANS_MWH,CUSTOMERS,YEAR,\"\n",
+ " \"NET_EX,NAME,REGULATED,STATE,ID,NAICS_CODE,NAICS_DESC&outSR=4326&f=json\")\n",
+ "service_gdf = gpd.read_file(query_url)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "CPU times: total: 328 ms\n",
+ "Wall time: 1.95 s\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%time\n",
+ "ks_gdf = gpd.read_file(states.KS.shapefile_urls()['county'])\n",
+ "mo_gdf = gpd.read_file(states.MO.shapefile_urls()['county'])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "armourdale = gpd.read_file(\"../data/spatial_data/armourdale_shape.gpkg\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sgdf = service_gdf.sjoin(armourdale)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([9996])"
+ ]
+ },
+ "execution_count": 30,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "sgdf.loc[:, 'ID'].values.astype('int')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " CNTRL_AREA | \n",
+ " PLAN_AREA | \n",
+ " HOLDING_CO | \n",
+ " NET_GEN | \n",
+ " PURCHASED | \n",
+ " RETAIL_MWH | \n",
+ " WSALE_MWH | \n",
+ " TOTAL_MWH | \n",
+ " TRANS_MWH | \n",
+ " CUSTOMERS | \n",
+ " ... | \n",
+ " NAME | \n",
+ " REGULATED | \n",
+ " STATE | \n",
+ " ID | \n",
+ " NAICS_CODE | \n",
+ " NAICS_DESC | \n",
+ " geometry | \n",
+ " index_right | \n",
+ " CITY | \n",
+ " WARD | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 272 | \n",
+ " SOUTHWEST POWER POOL | \n",
+ " KANSAS CITY BOARD OF PUBLIC UTILITIES & WYANDO... | \n",
+ " CITY OF KANSAS CITY - (KS) | \n",
+ " 1078879.0 | \n",
+ " 465370.0 | \n",
+ " 2065050.0 | \n",
+ " 482228.0 | \n",
+ " 2738716.0 | \n",
+ " 0.0 | \n",
+ " 66249.0 | \n",
+ " ... | \n",
+ " CITY OF KANSAS CITY - (KS) | \n",
+ " REGULATED | \n",
+ " KS | \n",
+ " 9996 | \n",
+ " 2211 | \n",
+ " ELECTRIC POWER GENERATION, TRANSMISSION AND DI... | \n",
+ " MULTIPOLYGON (((-94.15155 39.01439, -94.14789 ... | \n",
+ " 0 | \n",
+ " Kansas City | \n",
+ " 06 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
1 rows × 22 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " CNTRL_AREA PLAN_AREA \\\n",
+ "272 SOUTHWEST POWER POOL KANSAS CITY BOARD OF PUBLIC UTILITIES & WYANDO... \n",
+ "\n",
+ " HOLDING_CO NET_GEN PURCHASED RETAIL_MWH WSALE_MWH \\\n",
+ "272 CITY OF KANSAS CITY - (KS) 1078879.0 465370.0 2065050.0 482228.0 \n",
+ "\n",
+ " TOTAL_MWH TRANS_MWH CUSTOMERS ... NAME \\\n",
+ "272 2738716.0 0.0 66249.0 ... CITY OF KANSAS CITY - (KS) \n",
+ "\n",
+ " REGULATED STATE ID NAICS_CODE \\\n",
+ "272 REGULATED KS 9996 2211 \n",
+ "\n",
+ " NAICS_DESC \\\n",
+ "272 ELECTRIC POWER GENERATION, TRANSMISSION AND DI... \n",
+ "\n",
+ " geometry index_right \\\n",
+ "272 MULTIPOLYGON (((-94.15155 39.01439, -94.14789 ... 0 \n",
+ "\n",
+ " CITY WARD \n",
+ "272 Kansas City 06 \n",
+ "\n",
+ "[1 rows x 22 columns]"
+ ]
+ },
+ "execution_count": 31,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "sgdf"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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Rnltmmivpyr9+PoW88ka8cWeiw9r1wrT++L+p/WFkWfxz6wmbH98/xNulQ5ZGI4uFn2ehskGDO4aEYXgfPwTJ6O/4etLtdTosy7abWwEAubx1gVteXh6ysrLw2muvdfucpAdzYCbB+crOMyEtyThTgWFRCngJHbM0Ta0zwsgCWht7Lt9mFSE+VIaxsQGI8vfqdjtE/KujCG3Tr60h4HLw7MTYbrfBGlq9EecrG9Gg1uOuoeG4qX9gu7aT64dNf4FLly7FtGnToFQq0dDQgLS0NGRkZCA9PR0AsGnTJgQEBCAiIgI5OTlYtGgRZs2ahcmTJ5vOMX/+fISFhWHlypUAWudmUlJSEB0dDa1Wi19++QWff/451q1b58DLJL3FX2crsfNMBW6KC7Tpcd8fLkZ8iMxhQcdbxINczIdGZ/tw2UvbTmD7otEOaUdbahvaIhPx8MG9Q51S3YFlWVQ2aqAzsDAaWWj0RugMRkQHSG0ekiS9j01/geXl5Zg3bx5KS0shl8uRmJiI9PR006R/aWkpFi9ejPLycoSEhGD+/PlYvnx5u3MUFhaCw7n6xmtqasITTzyB4uJiiMVi9O/fH19++SXmzJnjgMsjnsDaLQ2s9er/TmJktB+EPPPflP/21RFcrGntEV3JYfjbTdE2FxxtS8TjIvP/bjL9zr2cimbPrqCB3kLEBErtbktnmrR6i/cPifABANycGApvEQ+j+vk79PkLqprQqNYjSCaEr5cAfC4FGNIRw/aS/YFVKhXkcjnq6+shk1EWjyd54qvD+CWnrOsDbfCPqXF4YlyM2fsmvJ3RYRjurbuScOfQcIe2AQA+21OAly+XsbHFHUPC8fbsJIe2ZfzbGci3MPz48Og+GBrpi6kDHbuVAsuyOFXagHCFmNb7XMes/QymryLE6Zzxtea9P86htN78mhlzT+fVjV6OJXw7h4ucsV1DZYPledDP913E8D5+Dn3ORo0eJy6pEBfsTQGHWIUKfhKnU3gJEKGQgMdhwL38w+My4DIM8iub0KBpPywk4nNwU1wgDEYWRrZ1COtKSRcO07pAtFGjx9Q1u/H+PYMxul9A+ye8JupMjg/C5IRgp1wbn2Nf0JmZ7Pj1RsOjFJ0uCAUAjd6Ibw8V4fFx0Q55vrJ6NZq1egwMo8rYxHoUdIjTrbhtUKf3Ldx4CDtOtf+g1BtYvDMn2WJ2k8HIYsZ7mVj5y2mMetq/XdrvlZjzyJi+GBsbgKGRvqY5GEfj2blotKKLXok9JsUHWQw6ALD2j7P45mAhmMule0z/Ret/FV4CfPPIDRbPYTSy+Oe2XDSq9Vhz92AHXgG5HlDQIR5Hb2Rx+GItbozpfKKby2HwzxnxuPuj/ShXaRAsv1p+6co05YM39ml3uzPYO1n+wc5zEPA4Dt2mIdKv6xRstc6IwprmTu/vahfTZq0e//j+OH46XoppA53TeyS9G83pELcydjLfc6as61XqN/T1w7i4AOSW1Le7nUVrxQB/qcABLbSMb2dPp7pJizfTT3coEdTcRQaaJXvOVdn92CuEFuaoCqqacNt/9uKn45bLWhFiCfV0iFuZS57kMEC4r+Vv3FfMuyESf56uwLi4APAu9zpenD4Aap0B/9h8HOE+YiyeHOfQNrfFs3NOBwBUaj3mfLQfAi4HHA6D+mYtTpU1YFZyKO4f2QfxobZlYV600IOxFo/L4FJdC4JkonZDkn+cKscz32ajQW1/UCQEoKBD3MxcR2fFbYOsnviPUEgwd3iEKeAAwOSEYJyvbMQz32Yjyt/LqUHH3uy1Kw4W1HS47busYnyXVYwHb+yD5bcMsLpMjSNqkp4tb8TIVX9ieB8FNDoD3p6dhG3HSvHuH5Y3YyTEWjS8Rtzq2uE1DgObSv33C/KGzmBEzTX715wta4CRBRKdnFnFd1KCAgB8uqcAp60YZrxiqAO3oz5YUIPi2ha8uCWXAg5xKOrpELcyGI2I8pPgQnUzYgKlGN5HgQgbS7MUVDXhhyMleG3WQBTXNuN8ZRN+v1yNuqpRi5+Pl7ZWhgYwOjYA0sulcIpqmnHu8m6gcUHeCLUwiV7frMP/jl9q3aztcsYXGFhcjOkIs9fvw5cPjUCS0qfLY/PKGxAkE0Ii4IFlW9PNDUYWJXXW7wHE5TBQ+oohFfFQWN2MA2Z6YoR0BwUd4lYRCgm+fGgEapq0kAh4dpWqaVDr8dWBi5g6MBjPbzqGS/VXdxfNPFeFzDYT7Jn/d5Mp6KTnlmHFL6eQpPRB2sOW04QrGtRY9mOuzW3rrkaN3uoiQq/OHIhXZw5sd1tdsxbJr/5u9fNFKiQoqm02u902IY5AQYe41eu3DQLDMPCT2l/ensO0DtPdt+FAl9UPPv4rH5LLQefo5f1n4kO8LWZtAZ1n2TlbkLcIyVb0cjqzP9+2nkp+lfU9Nzdt4kp6OAo6xK2snSTPKa7HqVIVcHmYjLm8oJFhgGPFrSnT1pTb2bjvounfdwwJx7Kbg1DVqMXxknqLH+4GN0UdPs/+T3a9wYhlP+Y4sDWEdB8FHdIj/H6yDO/+ec6h5/SR8LFwdF+rjrWnmrQjMN3Y45rLYVy6QRsh1qDsNdIjOOPD01wJmwa1Dst+zMHeNvNALMsi64J7JtRtSY77+K98fLHvAioaWue0GIbB7n/cBLmYCnESz0E9HeLxdAYjmjSOX5Rorljn3vPV+HJ/IbYcKcFPT4+Gl4CLt347g++yih3+/Nbg2BBsjxXX4afjpXhp2wkM76PA9EEhqG7U2hS4HI1lWdQ0abs1Z0d6Fwo6xK1W/3YGp8oaUNGguVx08uqwEIcB6pp1OF/Z6JRsqvV/ncfGvRdai15yGHAYBjp96+6bTVoDpq75Cxq97TuDOpQNAePKCKCRbU0gsDWJoLuOFNaipLYFLVoDWLDYn1+DBrUekxOCMDtF6dK2EM9FQYe41TeHirrcB8ZZdAYWOkPnPSi3BxzY1tNp0Rmc2JKO/jpbhUmrd8HIsmDZ1jI8gd5CbF80Gj4SAe4aqgTHnd0s4pEo6BDiwWz5yFY5YWM4Sxo1euRVNLa77Y07EuEjaS20SgGHmEOJBMSt6GPJMmt7OnqDEReqnVsdoStjYwMwJjag6wPJdY2CDnEryui1rLi2GQ9+dgh1zVqLx12qU3eoP+dqD7dJP9cb3D80STwTDa8RpzEYWWQX1SLjTCWaNAbojUboDMbLcylG6A0saptdOyTU0xhYFk0aPb4/XAx/qRCTE4IgEVz9s80tqcf8Tw+6PeAAwKK0owhXSMAAqFCpsXfJBHc3iXggCjrEabgcBkMjFXj9l9M4fLHW3c3pkYzG1lToK4U3B4XJ8d2jqaYadWfLGzwi4ACtG9NVX24LTeeQztDwGiEeTGswQq27OlSVU1KPv39/zLT5XWmb4qaexF216ojno6BDnI6+9DrWz8dLsT23DACg9+Bq0NPW7sa6jPPubgbxMDS8RpyOkgUc790/8rDrTCW+P+KeSgnWOFWq6laFbNI7UdAh3bJwYxb2nq/C6tnJmDqwdYvpnWcqcLSwDgxa53UoWcDxTpc12LSrqLtoPWCBLfEsFHSI3epbdDh0oQbNWgOe/uYonpscCy6HwZodeWh0Qq004ln4XKbL8kSny1Quag3pKSjoELtt2J2P+sur4LUGI1ZuP+3mFhFXuX9kFHwlAryz46zF4y7YsCkcuT5Q0CF2i/TzcncTiBuM6KPAizcPwBFKgyd2oKBD7Hb7kDDckhQCtdaIuR/vx8lSGkrp7ULlIvzn3iHgczmI8JOYtgrvDG0iR65FKdPEbgzDQMjjQi7hQ8Snt1JvJ+Bx8OG8ofC/vDeOwksAL6Hl762NGj0mrd7liuaRHoI+KYhD8MxsiEZ6Pl6b0gIrbxuExHAf0+8MGPzf1P5dnuNSXYszmkZ6KPqkIA7BpbonPUZckDdC5aIujxveRwERv7XcztzhStwxNLzd/QIeB/eOiMCAEJnF89iyJxDp/WhOhzgEBR3P5S8VYvktA0y/D4nwhZ9UAFWLHm/+ega/nigzpbjHBXkjNtgbfl4CPD4uGp/tvYDqRg1evDne7LkZhsHS6f3xye4C/JVXiQn9A8GygJFlTXM9A8MsByVyfaGgQxyCgo7nmjMsHDOTwzrcLhHw8PbsJLzFJqKuWYf8qiYMjfRtd4w1w2ej+wUgys8Lo/+9E3cPi8DE+CCHtZ30PjS8RhyCR0HHY6VEKizezzAMfL0EHQKOLZQKCfr6e+HVn07afQ5yfaCgQxyCejqeicthMDBM7pLnGhMbgOpGDQqrm13yfKRnsinorFu3DomJiZDJZJDJZEhNTcX27dtN95eXl+P+++9HaGgoJBIJpk6diry8PIvn/PjjjzF69Gj4+vrC19cXEydOxMGDB+27GuI2PC4FHU/0yJi+CPAWuuS5xsYGoElrwPPfH3PJ85GeyaagEx4ejlWrViErKwtZWVkYP348Zs6ciRMnToBlWcyaNQv5+fnYunUrjh49isjISEycOBFNTZ2XwsjIyMDcuXOxc+dO7Nu3DxEREZg8eTJKSkq6fXHEdbiUMu2R1mWcxx3r9uKn45dQ6+TN3kb0VUDA4yC7qM7pz0V6Loa9shuUnRQKBd58802MHj0acXFxyM3NRUJCAgDAYDAgMDAQb7zxBhYuXGjV+QwGA3x9ffH+++9j/vz5VrdDpVJBLpejvr4eMhlly7jas99mY8tR+qLgyR4bG40XpnWdGNAd931yAJnnqvDOnCTcNji86weQXsPaz2C7v54aDAakpaWhqakJqamp0Gg0AACR6Gr+P5fLhUAgQGZmptXnbW5uhk6ng0JhefJTo9FApVK1+yHuQ2sxPFugtxAj+lj+m3KEsbEBAIC4IPriR8yzOejk5ORAKpVCKBTisccew5YtWxAfH4/+/fsjMjISS5YsQW1tLbRaLVatWoWysjKUlpZaff4XXngBYWFhmDhxosXjVq5cCblcbvpRKpW2XgpxIMpe81xCHgffPZqKEJ+uF4R21039AzG6nz/8pAKnPxfpmWwOOnFxccjOzsb+/fvx+OOPY8GCBTh58iT4fD42b96Ms2fPQqFQQCKRICMjA9OmTQOXy7Xq3P/+97/xzTff4IcffmjXYzJnyZIlqK+vN/0UFRXZeinEgbg2JBIEy0TwtVCvjWFaV7sTx9DojSitV6N/sPN7HzGBUnw0LwVBMucHONIz2bw4VCAQICYmBgCQkpKCQ4cOYe3atVi/fj2GDh2K7Oxs1NfXQ6vVIiAgACNGjEBKSkqX533rrbfw+uuvY8eOHUhMTOzyeKFQCKHQNVk5pGtd9XQ4TOvQy9+nxCEh9GoK75DXfkfNNZPOq2e3zgcMfe13VNOEdLd5C3moaFC77PnEAuu+ZJLrU7crErAsa5rPuUIub/1QycvLQ1ZWFl577TWL53jzzTfxr3/9C7/++qtVAYp4noFhcoyJDQDLslB4CeAvFSJCIUGEnwSRCgnCfSVmey87Fo9FUU0zCi//lNa3IDpACgCQCLmopj3Aui0mSGq2IgEh7mBT0Fm6dCmmTZsGpVKJhoYGpKWlISMjA+np6QCATZs2ISAgABEREcjJycGiRYswa9YsTJ482XSO+fPnIywsDCtXrgTQOqS2fPlyfP3114iKikJZWRkAQCqVQiqVOuo6iZPNTlFidort82oKLwEUXgIkKX063OcjFqAIVKG4u2i2jXgSm4JOeXk55s2bh9LSUsjlciQmJiI9PR2TJk0CAJSWlmLx4sUoLy9HSEgI5s+fj+XLl7c7R2FhITht1nR88MEH0Gq1uPPOO9sd99JLL+Hll1+287JIb7DpsVTsOFWOz/ZcQBbtUmk3R2YWvvK/EyirV+P5KXHoG0BfContur1Ox1PQOp3ey2BksXHvBaz/6zzKVZquH0DaGRbli02Pjez2eU6VqnDr+5nQGVgkhsux+fGR4HMp4YO0svYzmKpMe7iDBTUwsixu6Ovn7qa4DZfD4MFRfeAj4UOtM0LE56CopgU5JXX462wVtAaju5vo0RyxZfTF6iY8+Nkh6Ayt31GPF9fjg53nsWhiv26fm1xfKOh4uK8OXMQcO+ZKeqPbh3Rc4V7XrMUPR0rwQcY5VDVSpps53Q05eeUNmP/pQZTWt8+A+3RPAR4d29e00Rsh1qC+sYd7bnIsRsb4u7sZHstHIsCDo/rg12fGuGTFfU9k7/i5Vm/Ey9tOYNI7f3UIOABQ36LDjlPl3Wscue5Q0PFgFSo1LtW5bn1FT+YnFeLLhSMwuh8F6GvZU3xTrTPgno/347O9Fywetymr2M5WkesVBR0PFigTwWDsFXkeLsHncrB6djJVM7iG0Y5coSOFtVZlDO7Oq0SZmV4QIZ2hv04PVtGgphX5NgrwFmISbZfcjj0p02fLGqw6zsgC+/KrbD4/uX5RIoGHKqppxoTVu3BLYgjUWoPZY0b0VUCtM+JYUR2MLAsWrd9qWRYYFxeAcF+JaxvtIQJdtGlZT2FP0DlT3mjVcbcmheLWJKp2QKxHQcdDhfuK8c9b4vHPrbn44Yj5fWqW3zIAm7KKcdrMt9JP70+5boPOhSqqndNWQXUT9p2vRmq09Wn3Z8u77uncPzIK/7wlHhyqME5sQMNrHophGMSHysx+S+VzGfzf1P44WlhnNuAAQFXD9TksV9+iw2GqXtCOVm9EUU2z2fsOFtRg7Y486AxG1LfoTLd3VSD075Nj8dIMCjjEdtTT8VBHC2vx5f6L0F+TSCDgcvDrs2PQx98LT31ztNPHb9x3Abcmh3rkGgqjkcWhCzX4Yv9FeAl4kAi5kAp5GBLpi1C5GAHeQii87NuPZf2u81Cp9Q5ucc/HNRMcjEYWXx24iK3Zl7Dmj7N4anw/LJ4UCwAwGMwnH3AY4F+zBuGeERFObS/pvSjoeKh//Xyq3Td2mYiH1bOTMSTS1/SBbKmC0d+nxHlkwAEADodBnwAv/HT86uZ+s1PCMSxKAamQB73BCL3BCJ4dJVYOXahxZFN7Df41GX1avRHPf38MW7MvAQBYFrh5UAgAoEVrQJmqY09HwOXg3bnJmDowxPkNJr0WBR0PxLJsu7UV3iIePrxvaIdFor2jah4QHeCF12YNhJDXGiTtCTZX0LbZHcUFeWPawGDT740aPR7/8jB257XPOtuQmQ+JgIfKBg2uzdSXCnn4aP5QjIymdVCkeyjoeKCP/spH/uXJ8LnDlVg8KQ4BZjKyWLvXmnuOt+5KwphYf1PA6a5bEkNwoIB6O235SPjgczlQ6wz49UQZ3vrtDIpqOm4Z8V0nCz39pQJ89sBwDAyTm72fEFtQ0PFAflIh5g6PgFpnwA19/cwGHMByT+enY6XYfbYKL0zr7/bFkj8eLYFGbwCXw0F8iAzxoVcr0I6NDej0+rrSpNHDS9j+LTx9UAje33mOqlG3UdmgwT+35uLHoyU2z3cpFWJ88eAIRPl72fy8e89XIVnpA4mAPmbIVfRu8EB3Dg3HnUPDsWr7aYul4y0Fnc1HWr+1RvlLEO4rxvj+VxdMqnUG6I2saU7IW8R3TMM7seSHHLToWtca3T8yCi/fmgDmchlKe0fDWrQGPPblYXz+4PB2VZT9pEL878lRWL41F7+fLO8wTHQ9yq9qMvWcbXFrUiiW3TIAgd4iu5430s8L/zt2CQHewnbvP3J9o6DjwV6Y1t/i/dYMr73+yykIuBwce2my6cN54cYsZJ67Op4/d3gElk7v77Tg07YMy7VBpquYc7G6CWmHisBlGMxOUSLCr3Xt0fKtudidV4WHPz+MkdF+mJ8aaZoLCpSJsH5eCi5WN2HS6r9o6wMAo/v546N5KRDwONAZjJd/2A7/1uqNMBhZhPqI7e6BXhHmI8agMB8cK64Dy7IO2WKB9HwUdHowaxIJ1Doj1DojNmQWYOHovgDQoZ7bNwcLsT23FMOjFHjvnsEOm18x107mmjDT1QdRYU0z1mWcBwA0qHV4+dYEaA1G7M+vBgDsOFWOHafKMShcjmFR7atMb82+RAEHrdUpPrxvqCmbkcvhuiSzsUVrgETARaRCgn9uPYGXZsTjXGUjhDwuovwkFISuUxR0ejBbRo7e/PUMZGI+ZqcozRYRrWvW4beT5ThT1oDEcB8ArWPyS3/IAcMw4DDA5w+NQJiPGADw24kyrP0jDz8/Pdrs8/07/TS+P1wMPpfT7oN/0+Ei/HG6HPrL60C6+tjRtXnst1lF+PVEOUR8Dopr20+EG4wsGjV65Fc2IiFUjp2nK7Bmx9muXpZeb+KAQPzn3iEO/yLRlt5gxMZ9F7HjZDlK6lrQojNArTWgUasHy7YuZtYZWHyx/6LpMfuWjEeIXGz1c/x1thIXa5oR7ivGTXGBzrgM4iIUdHowW1KmNXojPvorH0IeB1WNnU+yt41HjWo9LlRfXcmuuTwvozMYcaCgBgVVTR3W0+QU12N7bilyL6lQ0dDxeRrUejS0mcyeuHoXeFwGXIbB3OERkIn5UOsM4HE5eGBkFLT6qw1S64wo05lfKf/k10cxJtYfPxwpwbSBwdh5puK6n8+ZkhCE9+YOcWoiicHI4rlNV9f7mKMzs9BUZEMQrG3S4rlNx1DZoEFqXz8KOj0cBZ0ezbZP1XMVjViUlm3xmLY9j2tL4l9Z1T51zV84X9k6MZ15rgrj4gJx6EINVv92FoU1zSip65iO25m2VbQbNHp8eeCiKfNs6sBgbM02X3fuWlWNGlONuu25ZVY/f29186AQrLk72WIiiiM0qFtL50gEXDR3UpjWHLHAuqCjNxjx5DdHUHn5C4yRZe1eOEw8AwWdHswZi0P/OF2Bs+UN4DAMckrq2933+8ly+EkFqG2+WqPrz9MVqG/R4bWfTlnsQVnjYnUTWtp8cB2+WItzFdZVOyZXCbgcvDIzwekBB2jduXXt3YORX9mIW9/fA3+pAH0DpJg6MBhrfj+LS53stSO00PtiWRbbc8vwxb6LaNDokFuiMt13oKAGxbUtdqVwE8/AsJZqqfQgKpUKcrkc9fX1kMlkXT+gF3jws0P483SFu5tBPNDM5FCsvXuwS5/z8MVaDI30xdnyBjy08ZDZBagAIOJz8N2jqfhs7wXoDSwi/SRYPCnWlFiwavtpfLjrvNnHhvmIseeF8U67BmI/az+DqafTg/WS7wvECbZmX8KUhGBMH+S6OmlDI30BAM9+m91pwAEAMZ+Lv85WttuyY3aKEkpFazq8pf2QlArrkw+IZ6Kg04NRyCGWvLD5OBJCZYj0c91QVJNGjxOXVBaPEfG5aNS0n//Jr2rCkcJa/HS8FMeL6zp9rBdVN+jx6P9gD0YdHWKJSq3HY18ewQ+Pj7R64r67TpdZDjgAUFqvxkd/tR8++9dPJ1HXojMlDHSmf4g3MvOqIOJzIOJzESQTdXsRK3EtSgHpwSjmkK6cKlXhmW+PQq2zPrPMXo0aPf7x/XGrjr02nT2vorHLgAMA/9l5HvdtOIA7P9yHl7adMGXPkZ6Dejo9GM3pEGv8eqIcs9fvw/p5Q21akHmtK1llWn1ruRyNvnU9lVTIg1TEw7cHi0yp9K4wMzkUfQOkLns+4hgUdHqwMf0CECS7Woxxe04pmmxYK0GuH8eL6/HC5hxsfHB4l8eqdQZsPlKMyfHB7YauXvvpFD7dU+DMZtrEUzcpJJZR0OnBHh7Tt93vWRdq0NSmggAhbR26UAOdwdjp+p3qRg0+yDiPTVlFUKn1mJEUarrvm4OFHhVwgNYFqaTnoTkdQq4TzVoD/runoMOwLMuy+P5wMSas3oUNmQUd9tw5VlSHl7aecGVTrSKmnk6PRD0dN8k4U4GyejVYtGahsWCx+2wVHh3bF8lKH5sr8JbVq6HWUUVlYtnrv5zG6bIGvHFHIvhcDuqatXj+++P4/WR5h2M/2HkeQyJ88PK2Ex5ZrdtVGXnEsSjouMknuwtMe9pIBFyMjQ3AO3OS7fpDyi6qw32fHECjxrZdIcn16YcjJeBxGNw5VIlnv83utFbeh7vOg8dhoHdz5VQeh8FdKeFo1hrQojW0VrHWGaDwEri1XcQ+FHTcpO0GbFF+Xlh331C7z7X697MUcIhNvssqxndZxV0e5+6AAwBeQh5W3p7o7mYQB6Gg4yYT+gfBVywAn8vA31uI77KKwLIsjCwwcUCQTQvejhXVdXofl8PgmQn9TNtFA63rezjM1Q3VNu670G67AUI8SYNah5R/7cCbdyXStga9AAUdN9mQWYCSuhZwGIDHab/RWf8nvG0KOnwuA4WXADVttgkAgGU3D0CjRo+nJvSz+Pitx0oo6BCPFSwT4cFRfcDj0E6jvQFlr7nJ5IQgAK0rs7s7SXvoxYn4+uERpv1urhjdLwCLugg4hHg6H4kAC0f3xeh+Ae5uCnEA6um4yZJpA3DykgoHCmqgVIhx++Bw6AxG6I2szbWkGIZB/2AZvnxoBL4/XIzDF2swJSEYccHe1j2+y02jCXGtIJkQ/3tyFJq0hg6bCZKezaaezrp165CYmAiZTAaZTIbU1FRs377ddH95eTnuv/9+hIaGQiKRYOrUqcjLy7N4zhMnTuCOO+5AVFQUGIbBmjVr7LqQnkbA4+DD+4YiQiHBwFA5np0Ui39M7Y+l0wcg3Fdi1zlTo/3w9uwkZDx/E5ZMH2D142zMzibE6RLDfRAoE6GPvxeiqdRNr2JT0AkPD8eqVauQlZWFrKwsjB8/HjNnzsSJEyfAsixmzZqF/Px8bN26FUePHkVkZCQmTpyIpqbO6zE1Nzejb9++WLVqFYKDg7t9QT2Jr5cAGxakoG+Ae3dBTAz3QUygFL4SvlvbQcgVMYFSNGn0+ONUOY4V1aG4thlafcdh6AqVGr+fLMfO0xXIzKvCsaI6FFQ1obpRA50Hri0iDtg5VKFQ4M0338To0aMRFxeH3NxcJCQkAAAMBgMCAwPxxhtvYOHChV2eKyoqCs888wyeeeYZm9vRk3cObdHqIfaQfUL0BiMa1HrojSwMRha3vp+JCiuq/zpKX38vJCl9kNrXD8W1zSiobsbhCzXttj1uKTiKyh/+BfmNcyEbNgsM1zNeO+I4j4zpizuHhmPyO3+ZbnttZgLmpUa1O+6XnFI88dURs+eYPigYH9xr/1IEYhun7xxqMBiwadMmNDU1ITU1FRpN6weTSHS1ACWXy4VAIEBmZqZVQccWGo3G9JxA6wX3VFo9C7GHrHPjcTnwbbPo7u7hEVC16MBhGHA5QFWjFmIBF35eAqzfle/QlereIh7W3j0Yg8Ll7W5nWRa5JSr8eqIMaYeKcCp3B1i9BnV/fY7ms3vhf8tz4CvCHNYO4n6/5JQit6S+y+PM9X6u6KzGHHEvm4NOTk4OUlNToVarIZVKsWXLFsTHx0On0yEyMhJLlizB+vXr4eXlhdWrV6OsrAylpaUOb/jKlSvxyiuvOPy8pL3Fk2Lb/X6sqA5SEQ/RAVJ8tueCQ4POytsHYVC4HEYji6NFdThZqkJ5vRpyMR/BchEeGxeNh0f3heLVW8APiILf1KdQ9dNbKP3sachuuAveydPAlci7fiLi8YprW1Bce02lBDOTjxp951XVKeh4JpuDTlxcHLKzs1FXV4fNmzdjwYIF2LVrF+Lj47F582Y89NBDUCgU4HK5mDhxIqZNm+aMdmPJkiVYvHix6XeVSgWlUumU5yJXhfqIIeBd/mN2YALClIQg3JIYij3nqrB0Sw4umqmWLRFwMSMxFJJ+N6Dx5C405+1HyII1qMv8GvV701Cf+TWE4fEQR6eArwgHwxeB5xMMnjzIplp2huZ61O/7Dnw/JbyTpzruIkm3cM38P7TU0wmS0Y6insjmoCMQCBATEwMASElJwaFDh7B27VqsX78eQ4cORXZ2Nurr66HVahEQEIARI0YgJSXF4Q0XCoUQCnvmm6pZqweHYXrkfiBt07kdmfT21Ph++DSzAK/+dLLTY5q1BnybVQTFLX8HL7AP6nZ9Ds2l0/C/+TnIU2ejOW8/Ws7uQ/2eb8Dqrg698hThkN9wF7wGjrcYfFiDHo3H0lGX+TWMLSoADCSxqdR78hCmLzttaMwEHR6HwfNT4vDw6L4d7iPu1+0ZWJZl282tAIBc3vpHmpeXh6ysLLz22mvdfZoer75Zhx+zS/DbyTIcKqjFj3+7EfGhlyfbemjKsq2VsDtz2+Aw1DXr8K+fOw841z6vfMSdEIbEoup/b6N04yIE3LYU3klT4J00BSxrhLG5HkadBrqqi2jM2YHqX95B06ld8B5yMwRB0eBK/cAwDIzaFlR89xJ4vsHQludDV3kRXoMmQDZsFsq++DtUWdvgO2aeQ66TdI81QSfMR4z37hmMIRG+rmoWsZFNQWfp0qWYNm0alEolGhoakJaWhoyMDKSnpwMANm3ahICAAERERCAnJweLFi3CrFmzMHnyZNM55s+fj7CwMKxcuRIAoNVqcfLkSdO/S0pKkJ2dDalUaupR9VQsy+LQhVqkHSzEzzmlZr+V9SSVDRpcrG6CwdhaI87ggGKQN8b4YUQfBeZ9egC25lGKIhIR8sC7qNy6CuXfvAjF5MfhnTQFDMMB18sXXAB8n2BIYkag5fwh1PzxESo3t34BYnhCcKUKGDVNMLaooCk5CUFoHIIXvANhcOv7TjpoAppydlDQ8RBHLtaCx2Eg5nMh4nMhFnBx6XKFbKmQhzGx/lh5WyLklPrv0WwKOuXl5Zg3bx5KS0shl8uRmJiI9PR0TJo0CQBQWlqKxYsXo7y8HCEhIZg/fz6WL1/e7hyFhYXgcK5+Y7l06RIGDx5s+v2tt97CW2+9hbFjxyIjI6Mbl+Z+3x8uxvPfHzd7H8MAmXlVeGfHWSSEyvDqzIEubp3tdpwqx5Ifchx2Pn+pEGNjA/Dij7k2B5wruBI5gma/hpod61GT/h50lRfhO/4hMJz2Q5fi6GEI7ZsCg6oC2ooL0NeVwdBYDYYnAEfkDZ4sAOLY1Ha9N0FQNBqO/AJWrwXD85D0wuvYZ3sv4LO9FzrcLuRx8MVDwzGYejc9QrfX6XgKT1yns/NMBT7bcwE8DgMuhwGPy4DL4YDHYTCijwIHL9TghyMlGBXjjy8XjnB3c7t0rKgOv58sR/qJMpyraOz2+T68bwjyq5qw+XAxzld2voDYWg1Hf0HN7x9CFDEQiilPge8b0q3zVf+2Dur8LIQ++onDhhKJ/Z68KQY/55SioOrqeyVZ6YO37kpCTCBVLXA3p6/TIV27KS6w01Lsk9/ZhbPl3f/gNud8ZSMOX6jFXSnhDv2wTFL6IEnpgwvVTd0OOnOHR2DqwBAYjSyyLtQ6JOh4D54OviIcVb+8g9JPn4Ri6pOQJtxk17lYloU6PwuivikUcDzEjKRQPDiqD+7+aB8GhflgSkIQxvcPBK+T1OhmrR6v/3IKL06Pp11GPQgFHTdxZv/yTFkD/rH5OOQSPqYkOL60UHc/hGcmh+Jfs1qHE+d9egB7zlU7olkAAFFkIkIXrkPNbx+g+qe3wZMFQKS0feiyIWsr9PXlkEQ7PvOS2EfE50DhJcBvz4616vgWrQFf7i/EPcMjrybtELej1VO9UGFN6xqXrw8UOvzc3RmNlQi4ePDGPnj7riTTNgwt2s4X99mLwxfBb/ozEIT0Q23Gf21uc/2+71D75yeQjbgDor4UdDyFkGdbb0WjN0LM52JAiHXV1olrUE/HA+iNjs1q23e+teew62wlUv61AwajERvuH+aQNNI/TlXgf8cuWTwmKVyOoZEKhPuK4SPhI9JPAqVCggCp0GVDVQzDgc+o+1Cx6SWoLx6DOCq5y8ewLIu63V9Cte9byEfdC/nIu2lozYN4CW0LOpl5VdDoDdDojT1yTVxvRUHHTdp+9z50oRYnL6kcNgSQ06ZmVVVj6xoqR6Q3WxITKMWcFCVuTgxBqI/Y6sc580Nd1GcI+IF9UZ/5NUQRgzpktLVlaGlA3a6NaDyWDp9xD0A+4g6ntYvYjmGA306UQyJoTZWOD5Uh0FvU6fFGI4tV6adhZFtT/ZUK+7YLIY5HQccDGC7/gXz+4HCHnM9cSXdHzSEN76tAmI8YJXVX62L97aZoLJoQa3bxnjsxDAPFhIdR/s1SVP3vLchvuBM839DWTzCjAYamOqiLcqG+eAwt57MA1gjFlL/BO9k5pZuI/VgWeG7TMdPva+9Oxszkzou8nq9sNG3ffuhCDQUdD0JBx0UqVGpkF9XByLIwGAHBNRk3Z8rsr5KtMxjB53JgNLLgcBjcNjgMn++72N0mmyUT8REkE5qCzrKbB2BhN8qNOHvwShQxCP4z/o6aPz5G8+ndZhrAgSA4BrKUW+E95BZwvXyc3CLiCF0V86xr0Zn+HWZDz5s4HwUdFzl8sRaPd7LvBwCUqzSob9bZtZr6r7OV+GzvBfx9chySlD6mhaZtA4+jlmOxLGsaH//75NhuBRxX8YofC0nsSGhKz8DQUAWWZcFwuOCIvCEM6QeOiNZ49DRdBZ22CSqZ56owoq+fs5tErORZ4yG9mDVTKkeLajvcVlTTjFOllntBhTXN2J1X1W6e6PYh4aYMMUfJKa7HnPX7sfd8NUb388ffbuo5ZYoYHh8i5UB4xY+DNOEmeA0YA3GfwRRweihLQ7k/Hb/ULnPzvT/PobrRdRsREsuop+MiRit6Gkcu1mLcNYtJ/aVCnKtoRJSfF/hcxuxCuEt1LR1uS1b64J+3xOOlbScAtE9csFV9iw6rtp9C2qEisGzrZmv/vjPRIUkAlBxG7MHndv7G+eZgYbu1X3FB3la9V7OL6nC+ohEbMgsgFnBbkxYu13iTCLgYGqnAnUPDHdL+6xkFHRfQGYw4WFDT5XFfHyzEoHAfTIoPAsuyOHyxFl8fLMTvJ8vRoNbDR8JHH38vGC8X3KxoUEOtMyIxXI7Fk2Kh1Ruh1hlMw18zkkLx8e78jpthWamyQYOfjl/Ch7vOo1x19Zviogn9ECKncXLiPpaG15o07dd+9Q3wgqLNbrhavRHfHioEl8OBgMeBXMxHstIHf5wqx3t/nuv0vBq9kYKOA1DQcQEeh0G4b9cf0lWNWjz8eRamDQxGVaMGhy60H26ra9bhaGEdOAxwY4w/FF4C5JU3YHdeFXbnVQFo7TmE+YjRx98L0QFSU9baF/su4obL49rNWj1EPC44l4ffWJZFRYMGZ8sbcLa8EXnlDThd1oDjxXUdhgUDvYW4d0RkN1+Rq5ieuq8DcZtgmcji31OzVt/u97bZnHqDERv3XsCKX07Z/Ly2Lk4l5lHQcQGGYRAk63xNQVscBth7vhr1bbJvrmVkgYRQOaL8JLjvhkiU1DZjw54CFNW0gGWvbvV7JRABwO+nyjHuzZ2Qiflo0RpgZFmE+ojRrDUgr7wBKrW+0+dr68WbB1AdK+JWSUq5xZ72tT2dHacqMP6tDHiLeKhu0trd8xd62JKAnoqCjot0lQwAACP6KLDitkHgchjc8u5uNFkoEfPhrvOmf4fIRXh2Yiyqm7T4bG9Bu6GwK7R6Iy5cswW0rUU2fSR83NTffAFTQlzl1xPl+NvXR7B2TrLZOc4mbccvUPlV3S8oS0HHMehVdIED+dVY/1e+xWMGR/jgvw8MQ0ygFH38vfD67YOsPn9pvRr/2Hwc5ysbsev5m/DZA8MQG+S4rCwOAzw3KRY/PD4SMpGDN8ii0TVih5+Pl+JkJ1/k9AbnVN+goOMY9Cq6wLAoBXb/4yZEdLIqOjZIiv/ePwwSwdWO58zkMMxOsW3S8vvDxZjxXiYEXA5+fno0bh/S+YptW8wZpsRTE/qhb0D3AtmYf+/Ek193vlaJEFtcqThwrQUjHTfn2JanVdzoqehVdAEOh4FSIcGfz43FuLiAdvf5Svj4/MER8JF03Jny5VsTbN6cKq+iEfd8cgBrd+Th33ck4unxMd36Y3l0TF+smGV9r8uS4tpmVDS0H/qjjg6x15myBhReM2QMAGE+zil58+fpCqz85RQ+2X111OJseQN2na1Ek8a6OVFCQceleFwO3p07GBsfHI5bk0LhLxVg44PDESw3n2QgEfCw9u5kuxZ5vr/zHB7cmIXbhoQj8/9uwmNjoyGxIQFAwOXg9dsGYcn0AeBwGDRq9EjPLbO5HYQ4y8rtpzFhdQbyK9tvKDhnmBI3D+rerrHmHCmsw/q/8tttmb07rwoLPj2IPeeqOn8gaYcSCVxMJuJjbGwAKlRqPDk+BrFBlvf6UOsMkAp5FrPZOvPX2UpMXL0L0QFemJIQjN+eHYONey8g7WARGjr5ZuYvFcJfKsBbdyVhYJgc5So1vth3EV8fLMSC1ChMHWj/pnDmFujR4lBiq3BfMbgcBiOj/TA/NQp9/L3a3c/lMBgXF4Cfc0qd8vzVjVo89NkhcDkMLl7uaQl4HFQ2aBDgLXTKc/YmFHTc5K4UZZfHHL5Yi3kbDqK5GxudGYwszpY34mz5OaTnluGDe4fghWkDcKpUhawLNcivaoJWb0T/YG+MiQ1AH38vU3AwGlnMfH8PylRqAECzrvMhhNL6lk7TWM+UNVi1TokQa7x5ZxJSoy3XUnPmVh4tOgP+OF3R7rbnvz+OumYt3r17MKL8vTAghHYq7QwFHQ/UoNbhvT/PIe1gYbcCzrXyKhox4/1MPDW+H+alRiIhVGaxPIhKrTMFHAD462wVAqSt49kMw8BoZKE3stAbjNiXX40hEb7QG9nLlbSv/uw4VY7qJi0MRhYFVU1Y8kOO6Zz5NqZtk+sXhwEOL5sEX6+O85/XGhzhCyGPA43esRskdqby8lzl418dwdSEYHw4b2i7+wuqmvDst9kQ87kQ8Tn4aH5Kl0VLeysKOh7oXEUjPuoixdpeap0Rx4vrcKLEt8tvi9eW7jlVqsK/fu58vdHe89Wd3ndFZYMG3xx0/DbapPcT8rhWBRwAiAv2xr9mDcTz3x93cqs64ptJ3GnS6JFdVGf63ZpajL3V9RlqPZwz9/+4d0QEPrxvaJcBBwAOWFEvjhBX4XIYVKjUVm/TcVeKEncP63oY29H+OFWOpFd+w5z1+1DVqIFaZ8DdH+1vd8zO0xXYnVfp8rZ5AurpeKDfTpY79HwvTh+A85WNkAp5eGFaf6urQ8fTuDTxII0aPYa//gd8JXz0D5ahT4AXWBYYFCbHoDA5YoOlHeqjvXxrAvblV5sm/F2hdUjcgPtHRsFfKsTn+y6g8ZrEnZI6NaIDvMyfoJejoOOBMvMcm345IESGh8fYvtnaoHC5Q9tB7MNhrNuPyZ2mDwpGcW0LjhfXO/25apt12JdfjX35rcO531y+ncMASoUEff290Mdfij4BXujr7wV/qdClQeeKx7860um80q+5ZVh/zbzP9YKCjgdq0TkueQAAfs4pxY0xfjbvf9PZuPOoGH/Ut+iQU+L8DxgCxAZ54/17huDBzw6hsMb1H57WeGxsNP44VeGSoNMZIwtcrG7Gxepm7DzjGUNXnSUynCxV4Zb3MrHnhfEubhGQW1KP7w8XQyLgIkIhwd3DI1z6/DSn44Ec/aX2m4OF7bautpbRzN/LJ/NT8PmDw/HyrfEOaBmxBp/LQUygFJsfH4lED+x9Do30RaSfF9R6x35Z6s0aNXq3rFHLLqrDkh9y8NneC/gg4zw2HS52eRuop+OBrJ0otVZskBT33WB7PSp/qQBPjY8BywIsWPySU4ZQHzE4HAbXcfKNy/Eu75IZ4C3ENw/fgNs/2Isz5Q1ublUrAZeDW5NCIRfzodG5Jj25t9AbWBwvrkOYjxh+UucvKq1r1mL2h/ugNbj3/xMFHQ/k6HTKBrUepfUtCPe1rSZVoEyE5ybHmX5P7etvKqWj9/RJhl6E16YMkpeQB39vAc44NtfEbt89lopkpQ8A4KnxMZg7PALNWj1Wbj9t1W6517MylRq3vr8HD97YB/+c4fyRg23HLrk94AA0vOaRzA1r2WtwhA/2LZlgc8AxZ1Q/f0RdLjlC1Wtcx/ua7SQardxwz9lC5SJTwAEAP6kQccHeGBzhizH9/B32PHIxH0un93fY+TwNh3H86IY5ajNzxe74O6aejgdyZE8nt6Qeb/56Gn+fHGdzIsEVZfVq8LgM/NsMAdh7LmK9l2fEIzXaH32vSa3trG6eq1naQXZwhK/DnsdHwsek+GB8vu8i6pt1HnP9jvJJZgE27rsAhZcA/lIhfnpqlFP+vjxl+JOCjgdy5JcenYHFuozz+P1kOX5+erRdpTdK61tw+GIt3v7tLNR6A83nuMirP53E/qUTOvw/k4sdvJGenSwFnaGRvpidEo7vsro/US3icdHH3wuZ/9ea6aU3GE3Zk2/9dga5JV3vyuvpdAYW5SoNKhs0eO/Pc/CR8DGmXwAkAi5YtAbea9cgWatBrcOFqmaUtilp5U4UdDyQo+d0jCxw59Bwu2s9DY7wxeAIX7y/85zD07lJ58R8LgLMTDBveeJGlNWrcaCgGheqmvHOjrNuaF1rEkFnRHwu/n1nEu4ZEYm1O87ancJ8+5AwhFyz9QePy4GfVIhxcYG4oa8fnvz6CHacqujkDD2LkQVW/976//PLh0Zg1OVhSrXOAI3egF1nKiEWcDEkwhdeQus+vk9eUmHONRURrnDHgAUFHQ/kjI7E7yfL8ciY6G6d43otUOguTVoDVvx8CkumD+iwp1KwXISZyWFgWRZ/nC536/oYS5KVPvjvA8Ox5Wgxnv32mM2PX3n7IIvf8EV8Lt6bOwSz1+/rVevGhkX5YnCEj+l3Eb/1NZgUH4QylRrpuWUQC7iI9JPARyIwLSAurWsxVT9gGAY8DoPSejXGxgagRWdAQVUTWJZFXbPObclAFHQ8kN4JGSbmFqk1qHX462wVhvdRWLUPiKVvtsSxRHwO3rgjESP6+FncxI9hGMQESt0SdErqWqw+Nincx67n4HO6fs+JBVwMjfTtNUHHW8TDZw8MN9uTYRgGIXIx7hjafit7tc6AXWcrsfq3s52m0/9jahy+ezQVQGviQpPWgNomLUrrW+ArEZgCm7NR0PFAZU4Ye/375Dj8dqIMYb5ifHuoCM1aAw5dqMHF6mZ8+dAIq4IOn0vJA842oo8Cj42Nxqh+/hZ7lt8dKkLaoUKMivF3Wfn+a1U2aKAzGK3qAdtThobDtG71bg29I1M+3YTHYTBhQCDmDFNaPXR2hZDHwfIfcztsB9/W+l35OFZUhznDlGjSGBDl5+WWUlcUdDyQTMRHuarzN489YoOkyK9qwqz/7IHO0L5b/c2hQuzOq4T+8v43eqMRXkIeBobKMSMp1HQcDa85X3FtC+KCvbt8rf29BThSWIcjhXWuadhlw6MUiPCToEVngLeQZ/V7Ir/K9n2TeDa831L7tgbpH46U2LXLrie4d0QEXpk50K7HMgwDHwnfYtCpb9Hh1xPleHRsNPr4C1Dd6NjPGGvZ9Cmybt06JCYmQiaTQSaTITU1Fdu3bzfdX15ejvvvvx+hoaGQSCSYOnUq8vLyujzv5s2bER8fD6FQiPj4eGzZssX2K+lFfCSOy056YVp/bP3bjVizIw8vbM4xO4778/FSrP8rHxsyC/DZ3gv4cn8h1u/Kx5IfctqtH6Cg43wldS14+puj+O+eArPrKqoaNfjp+CUkKx2XkmyNh0b1wTtzkvCfe4fgrbuS8J97hmDVHYlWP/6CHUGHb2UvBwBuTgzBSzMSoGiz387rtw2y+TndIVQuwpM3xeCFaQO6dR6OlVkBy3/Mhc5gREqUAnvPV6HKxcHHpp5OeHg4Vq1ahZiYGADAxo0bMXPmTBw9ehTx8fGYNWsW+Hw+tm7dCplMhtWrV2PixIk4efIkvLzMl/Het28f5syZg9deew233XYbtmzZgtmzZyMzMxMjRozo/hX2QI7M0b81KRShPmLEBXtDwOVAazDiQnUTHvn8cJfFI4PlonZtMbc5FXG8rIu16BvgZXaMvbJBgye/PorQazK6nG1opC+mDwqx+/Gny2xPa7alp3PF0ukDUNeshdZgxKT4IDSodfj3r2ecun01AMhEPAj5XNw+JAxf7y+0aS3RyjsSMTY2oNttmJIQbNp+3pITl1R4aesJhPuKselwMX5+elS7NXjOZlPQmTFjRrvfV6xYgXXr1mH//v3g8/nYv38/cnNzkZCQAAD44IMPEBgYiG+++QYLFy40e841a9Zg0qRJWLJkCQBgyZIl2LVrF9asWYNvvvnG7GN6Oxu+4FkU5iNG6OUN4a58gIk4XPQPliHUR9Rl0Ll2lbSA5nRcYmZyKFbdbr4X4Stp/SZ/qd55ay7uGREBLsOgoKoJWRdroNYZIezmFw5b19JwmNZ22GpSfFC73x8dGw2ZmI+Vv5yCyoGVHJ4aH4MWrQGfZBZAKuTh/hv7YNGEfuByGHx9wLadcbv72gLAX2crUVTTjPgQb3AYBmNjA+Et4uHVn06aPf7KthAA8EtOKSQCHvr4u2Z/H7vndAwGAzZt2oSmpiakpqZCo2ntoolEV7+BcblcCAQCZGZmdhp09u3bh2effbbdbVOmTMGaNWvsbVqPN75/IPbnd79u1cCwzjdhmz4oBIcu1CLQWwgel0FxbUuHRZ/Xfjek4TXXmJkc2ukEur/Uuu2au6OvvxcWjm7df0mtMyCvvLHb5/QS8mxa4xXl74X/m+qY0jdzh0cg0k+CZo0BxbXNePl/5j+IbTE7RQmJgIvtuWX45uEbEOF3tcyUuWFRSwQOCDpFtc344WgJXrx5AG4eFIJQHzH2nrNuX67/7DyPcXGBnht0cnJykJqaCrVaDalUii1btiA+Ph46nQ6RkZFYsmQJ1q9fDy8vL6xevRplZWUoLS3t9HxlZWUICmr/7SQoKAhlZWUW26HRaEyBDgBUqp6/KvmKh0b1RV55I1i0juFndLGwrm+AFwYEXw4wlz+rzpQ1QGBhfcP81CiIeFzUNmvx6NhoqHUGXKhuwvmKJuRXNuLbrCJo9Uao1DrILtf+oqDjGiHyzrcrZwF4Cbho0jpvka6sTcUDEZ/b7QwnlmXRorWtl/FvG+aLrDEyunWR5dHCWoecT8hvXaD6++IxkAiufoyyLIv37xmCI4W1WL8r37pzOSDoXBk+vG9EpKlShC1B3pXLIWwOOnFxccjOzkZdXR02b96MBQsWYNeuXYiPj8fmzZvx0EMPQaFQgMvlYuLEiZg2bVqX57x2DoNl2S7nNVauXIlXXnnF1ub3CFwOgzfvSgIAHL5YYzHo3D1MiddvG9Thm/GWo8VddvNnt9k/XsRvHXbrfzl4Rfp74elvjiLx5d/gLxUgys8LFz10A7HepI+/FwZY2Cacz+VgXmoUPtx13mltkIkcW2anokFjc5CUOanUj6My264MV7cNOEDrZ9mUhGBIBFyXBp2kcB/cPzKq3ZouW4LOOzvOYsOCYRbXhDmKzUFHIBCYEglSUlJw6NAhrF27FuvXr8fQoUORnZ2N+vp6aLVaBAQEYMSIEUhJSen0fMHBwR16NRUVFR16P9dasmQJFi9ebPpdpVJBqVRaeETvJOJzzQ7FDItSYMXPp6wK4ObMSAzBNwcKsS+/GlWNWlQ1ah3RXNKFC9VN2HOuCjfGdF6leeHoPtiWXQK9kbWYImsvmdixKyla7OiVTV+7GyI+F0IeB0IeByI+FxvuH9btIaBmrQHeIh5atIZurcgXdVEHzZZrtremWltJSh8ktan4DQBqCwU+RXwOhkUpsO98NfRGFs9PiXNJwAEcsLUBy7LthrkAQC6XIyAgAHl5ecjKysLMmTM7fXxqaip+//33drf99ttvGDlypMXnFQqFptTtKz/Xm3BfMR68sU8n90kQ6iO2e7MvhmHw5l2JDk3fJl1jWUDaxcJAf6kQe5dMwAOd/L/vLkf3dOz5cNcbWTRq9Khu0uJSvRr5VU249b1MpPxrB25c9Sfe/7PrpRjmTB8UgpyXp+DT+4chzKfzYUxLOEzXC6VtWbDriDkdcyz1dAaGyvHFQyNMGYmO/n9uiU1faZYuXYpp06ZBqVSioaEBaWlpyMjIQHp6OgBg06ZNCAgIQEREBHJycrBo0SLMmjULkydPNp1j/vz5CAsLw8qVKwEAixYtwpgxY/DGG29g5syZ2Lp1K3bs2IHMzEwHXmbvJBPx201gXuuT+Snd+hYV7ivBwFA5Mq2ckCTdwzDAI2P6Wr0lNc9J30wdXcVaJnJMz6lBozelItuz2BQATpWqcL6yETwOx+5v9iI+t8vRA1uSCRwxvGaOxkIbroyO1Da7fgTDpndDeXk55s2bh9LSUsjlciQmJiI9PR2TJk0CAJSWlmLx4sUoLy9HSEgI5s+fj+XLl7c7R2FhITht6imNHDkSaWlpWLZsGZYvX47o6Gh8++231+0aHVuGw7o6LFDWvbUcRTXNFHBcZExsAF6Y2h/xodb32K0tEWOrTYeL8ezEfg5bL6bwEoBhHLtlh8TCtgqW/HCkGB/vLrD7eb9eOAIxQdIuj7Olp+OsmmfXDvH5eQngLeJhbGyAaSlFXXPrHJcrq03bFHQ2bNhg8f6nn34aTz/9tMVjMjIyOtx255134s4777SlKb3WfRsO4N27B7tkz/Su0JbUrnO+ohH/2HwMfC4HKZG+WDJtQJdBxVk9nXf/yENZfQveuCPRIYGHx+XAVyJATVP3v1WnRPpickIQhkYq7Hr81IEhkAr5dm8HEeIjRqB311/mxPzWCtCldeout4h2Vk+HvdyOK8Nsfz43DvJrhsuvDBO6MjOVaq95EKORBY/DQea5KkiFPLAskFfR+RoJZ307UesM+Pl4Kawo8EscpKSuBXwug6fG94OfVID1f+VDLuYjRC7CTf0DzT5GqbBvTsIa32UVI9LPC3+7KcYh5/OXdj/oRAd4YeOD5qsvW2topC+GRPjgu6wim6pkA61zOQqJdeuk7hgajjuGhmPvuSoU1TajWWvA7rwq/Hm6/b4/Qh7HabvwPj2hH+67IRI3rPwDWr0RRbXNkEvaD91KL8/lfH+4GOP7B1rMnHQUCjoehMNhsPHB4Zizfh8OFHS9OJRx0g7nIj4XdwwNx8Vq+8bNiX1evDkek+KD8N4feXj78kZes1PCOw06N8b4w1vIc9r2zW/+egaRfhLckhja9cGXafVG7M6rxO68KrAsC28RH1IRr8vSLNZ4ekK/bgWcKxiGgc6O7UPuGBKO02UqKBUS0/BUV0a2yUL0EvA6BB1Lu686wvKtuabX3twc1i2DQhDlJ8HaHXkQ8jgUdIhlpfVqrNx+CgwYMEzrutDW/zII8xVj7nDby4gQ9/CXCjEurrX+Vts1LZaGOIU8LsbGBeCn450vvu6uxd8dg1TIw7g484HvWjwOg4vVzdi470K35nAeHdsX942IRH2LDi06A/hcDqIsJM3Yyl8qhJFl0aDWWzX/0tffC89PjcPwFX/g7mFKTBkYjPgQGYJsmDednBAEpeIG1LfooFLrUNmgsbm3ZavHx0ZjSIQvuAzQP9i7w/2zhykxG0q8amd1a3tQ0OnBqho1nS5Au6GvoltB54mvDuN8BfV0XOXpCTGmcfWmNj2XA12UQxI7eeMtrd6IhRuzsO6+oR3qmpnD4TB4cFQfvL/zXLeG08bFBkKpkMBZK+9+WTQaDWodtueW4R/fH+/y+Jv6B+LlbScAAGmHipB2qAhr5iRj1uAwq5/TRyJAarSf3W22x8AwOQaGuX7PHEso6HggS0O8D43qg51nKrDs5gGoatSa/mAm9A/EC9P6Q29kUVDV1K7EuzV2na3E0h9yYDCyMLAsqhs1oDwC1+BzGcxOufrx2jboWBp+OVpYi/8dv+SUNvlI+JCJ+PjPPUPgJ23NerJFX38vU0/CUoVnqZBn2l65LWfOV11RUteCrdklCJWLuiygWtesxfbcMsQFeUOpEEPswgKZvQ0FnR7mprhADItS4Ia+frhUp0ZCqAyX6lqw8o5BqFBp8GlmAQ5eqMH4/oEYHqWwmAFV36xDxtkK9A+WoaS2xeldfWLeoDB5u7TZpjZ1yvhcDnJL6iEX8xHgLWx33LeHiiyuOu+OGYmheG2W/UMu3z/euribZVmodUY0a/Vo1hrQojOgWWtAs1aPFq0B/QK9sed8FV753wnTtXA5DIK7me5vjf7BMny18Aas2n66y7JCdw5V4rVZAzuUvSG2o1fQA1kaC2/S6vH94SKM7uePmEApfn56tGltj6pFBy6HwfZFozHzP3vQb9l2LEiNwj9nxJs915nyBixKy3bORRCrDI7wwb/vbF/csklzdU7nVKkKt7yXCYYBdv39JkT4SaDRGzDuzQybamvZiuegbSwYhoFYwIVYwEVnA0sRfhHgchhTrz1YJrJrLx17afRdv44hchEFHAehV9EDPT8lDnXNOuiNLLKL6tp9C6tu1OKTBcPaHX8l5TLAW4Q37khE7qV6FFY3w2Bk8emeAjw4Kgrhvh0nYb2EXMxJUULI55j+oNQ6A1iWRf8QGQ5dqMEPR0qceKUkVC7usIHWnUPDkRLliw27C0yZaf5SIU6WqnCxpgkiPhezBochzEeMf27N7RXDoHcNDce6jPMoqGqyuzyNvazJZHNVXbLrAQUdD5QSdXXhW4RC0i7oWPoDuVK+pFlrgKFNd2nnmUrMuyGyw/EJoXK8cWfnJeTHxAZQ0HGyn3NKkXWxBo+NjUZKpAJSEQ83J4aAz+Vge06ZqXZeZYMGj3152GXt+mLfRYzvH4jR/bq/o6U1dAYW5arWeZUwXxcHHX3XUZu29XAcCjoe7tqkgmt38zTHW8RDgFRoqkD81f6LuGtouM3lNriurI1xHStXafBKm43FhDwOIhQSFNe6b45Nb2Tx6BeHMX1QCAaEyDB9ULDFfX66S8Dj4OSrU8GyrMt7btTTcS0KOh6uQ9Cx4jEJoXIkK33w28lyAMDpsgZ89Fc+np7Qz6bnpj8099DojRYrUXRXfIgMIXIRmrUGVDVqOn2uZq0B3x8uBgD8eLQE25680Wmr569gGAau3hX9rbuSsOK2QZeTHFrX7Wh0Rqj1Bqh1BmRdqHVaJejrEQUdD9KiNeCn45ew73w1LtY0Q8zndvgWdm1H55X/ncC+89XQGYzQG1noDSy0BiMqr9ln5XSZ7TurUkend7pnRATuazPcWlTTjE9252PjvoudPmZ+aqTTA467cDhXkx3MLTUQ8rjwcnLlgOsJBR0Pcq6iEc93sVCtbczJLqrDZ3utW/k9Ksb2sfmzZfbtxUM827ULSpUKCZ6dFIuvDhSarYDgK+FjZrL1iyB7m6GRvu5uQq9CfUYPEhssxdHlkzDZwsrvtnM6XIaxutRIrBXl2K+VEOpZK5mJY5ib2/ORCHDy1an49ZkxmDs8ot3Q6uAIXxpeIg5DPR0PIuRxIeRxMbqfP6QiHgK8hdAb2Hb7uvcLulo/yZYq0G2/wLIsixadAS1ag8UtFBj6nOmVxALz/2MFPA7igr3x+m0DMSTCBxUNGhiMLOandsx8JMReFHQ80LzUKMxL7fo4jg1j7LXNWpwpa0CwXIR5Gw7geHE9AGD/kgkIlptf/d07R/CJqIvdZBmGwV0pzqp6Rq53FHR6MFvmdZ9Jy4bWYERMgNS09gNoXf/RadDppRPH1zvR5UnxcxWNpvI6hLgKBZ0eTCER4N93JCLjbAV+ySmzeOyVkiltAw4ASC0UcqSM6Z5vcnwQFk3sh0a1Hg1qPRo0Ouw4WY5fT5Thr7NVuH9kJOYMoy0wiOtQ0HEzncFo92rnQJkIs4cpESwXdRl0zBkZ7WexUq6zNokjriHgcjC6n3+HhJBxb+7EhepmAMChC7UUdIhLUdBxoT9Pl+N0WQN8JQJMGxgMuZiPcW9mIEIhwT0jIjBtYLBdhQ55HAbeQh6adQaLZeTb8pXw8fbsJIvH0OhazxbgLcS81KgOt7ctFHqhqgm78ypdVu6GEAo6LvTst8dMmWj/3JoLEZ+LBrUeJXUt2JdfjVC5CAtGRuHuYRGQS/hWn3dkjD9yXpmCZ7/Nxpaj5muleQm47XakfHt2UpdlTSjo9BwxgVI8cGMUWrStWwc0afWQdlIVuW0CStbFWnyyu4CCDnEZCjou1HaORGdgoTPowWFai3p6i/gYGxuA24eEY+7H+5GklGNyQjCi/aUI8Ba2bkPNtK7N6aw31C9IilEx/hDxuYj0kyDQWwhfiQDRgVL8O/00DhS07kJ5S2IIxvfvehdIGl7rOfIrGyERcHHviK7Tm/ctmQCjkUWzzoBmjZ7KHRGXoqDjQtemON+cGIL/m9IfIj4HgW02rXr99kH459ZcfHOwqMM55g5XYuXt5itDPzEuBk+Mi+myHTfG+FvVXurp9BxGtrUn/WtuOdbdN6TLzEMOh4FUyINUSB8BxLXoHecihy/WQN1mLH3igCD8554hZo9NVvpg699uxB+nKnC0qBYnL6mw80xlt56/7WeQF33Q9FrpJ8pQXNsCpaLj/kmEeAL69HGRhFA5bk0OwzcHCwEAc4ZZXnzHMAwmxgdhYnwQWJbFlwcK0aTRQ29FGXaz52szVNag1lk4kvR0v54ow8LRfd3dDELMokInLtKo0ePXE1fTmi9WN1n9WIZhMO+GyNaNvtps8HbF374+ghGv78B/9xR0ujdI255O0+XdKEnvtCmr2N1NIKRTFHRcxF8qbFfd918/n8Lhi7U2n8dcSnRtkxblKg1KaltQ06Q1+7i2QWd7ru1rekjPIOJzsHZusrubQUinKOi40LVzu3d9uNe0Ra81jhTW4vfLG7O1daV3k6j0QZCsszpqV588u6gOdc3mgxPp2aL8vPBrbjk+2Z2PtIOFyDhT4e4mEdIOzem40OAIX9Q169Cs1cPItmazmds0qqCqCScu1Xe4fe2OPAyO8MHW7BLTlgYMAxTVtG5rnHWhBgajESzbutnblT4Ry7KoaLga3FgW+OivfMSHykwZdQYjCyPLwmBkTf/WGVy8bzDpttNlDTjdZh+kQWFyjIsLdGOLCGmPYVlrd2TxbCqVCnK5HPX19ZDJZO5uTqeaNHrsz6/G2j/ysH7eULMLND/bU4CX/3fS7ONHxfgj81yVs5tJeonEcDm2PTnK3c0g1wFrP4Opp+NiXkIeJgwIwvj+gZ2upbD0LeB4cZ1T2kV6lysVKFq0BlSo1O3WgRHiThR03MTebQNUaso8I5Y9PyUOtyaF4vDFWngJeThV1kBBh3gMCjqE9DJTBwZDqZDQAlHikSh7zQP1jlk24i4ykfXFYglxNQo6hPQyc9bvw6eZBe5uBiFmUdDxQElKOZ6fEocZSaHgc6nqJrFNflUT9Eb7yiUR4mwUdDzQ0EgF/nZTDOqatbRWhtjFm4bYiIeioOPB9BRwiB2enRiLIRG+7m4GIWbZFHTWrVuHxMREyGQyyGQypKamYvv27ab7Gxsb8eSTTyI8PBxisRgDBgzAunXrLJ5Tp9Ph1VdfRXR0NEQiEZKSkpCenm7f1fQy94yIQGyQ1N3NID1I3wAvzE+NRFywt7ubQohZNqVMh4eHY9WqVYiJad0obOPGjZg5cyaOHj2KhIQEPPvss9i5cye+/PJLREVF4bfffsMTTzyB0NBQzJw50+w5ly1bhi+//BIff/wx+vfvj19//RW33XYb9u7di8GDB3f/CnuwGUmh4HEYPP7VEXc3hfQQYT5i+JoprUSIp7CppzNjxgxMnz4dsbGxiI2NxYoVKyCVSrF//34AwL59+7BgwQKMGzcOUVFReOSRR5CUlISsrKxOz/nFF19g6dKlmD59Ovr27YvHH38cU6ZMwdtvv929K+slQn3EkAi4XR9ICAAvAS29I57N7jkdg8GAtLQ0NDU1ITU1FQAwatQobNu2DSUlJWBZFjt37sTZs2cxZcqUTs+j0WggErVfLS0Wi5GZmWnx+TUaDVQqVbuf3ihJ6YOMv49D3wAvdzeF9AD0BYV4Opu/FuXk5CA1NRVqtRpSqRRbtmxBfHw8AODdd9/Fww8/jPDwcPB4PHA4HHzyyScYNarzgoNTpkzB6tWrMWbMGERHR+OPP/7A1q1bYTAYOn0MAKxcuRKvvPKKrc3vEfIrG3GuohHA1XI5tPEasYZURD0d4tlsfofGxcUhOzsbdXV12Lx5MxYsWIBdu3YhPj4e7777Lvbv349t27YhMjISf/31F5544gmEhIRg4sSJZs+3du1aPPzww+jfvz8YhkF0dDQeeOAB/Pe//7XYjiVLlmDx4sWm31UqFZRKy1tA9xTbc8vw5q9n3N0M0gNJhRR0iGez+R0qEAhMiQQpKSk4dOgQ1q5dizVr1mDp0qXYsmULbr75ZgBAYmIisrOz8dZbb3UadAICAvDjjz9CrVajuroaoaGheOGFF9CnTx+L7RAKhRAKhbY2v0cI8O6d10Wcj3o6xNN1+x3Ksiw0Gg10Oh10Oh04nPbTRFwuF0YrVkeLRCKEhYVBp9Nh8+bNmD17dneb1mPNTlFi0oAgPLTxEI4U1rm7OcRKD9wYhcnxwWjR6dGsNaD58tYCPxwpxrHijpvyOYM39XSIh7PpHbp06VJMmzYNSqUSDQ0NSEtLQ0ZGBtLT0yGTyTB27Fg8//zzEIvFiIyMxK5du/D5559j9erVpnPMnz8fYWFhWLlyJQDgwIEDKCkpQXJyMkpKSvDyyy/DaDTiH//4h2OvtIfx9RJAwKO1uz1BX38vqNQ6PDy6L0J9Om7KN2eYEm+kn0ZmXhVadAaodUbUNGlgvLz211vEQ4ODtqygng7xdDa9Q8vLyzFv3jyUlpZCLpcjMTER6enpmDRpEgAgLS0NS5Yswb333ouamhpERkZixYoVeOyxx0znKCwsbNcbUqvVWLZsGfLz8yGVSjF9+nR88cUX8PHxccwVEuJEI/oo8O2jqRaPEfG5eGlGQrvbvjpwEXnljeByGOw5V9Vui+nuEPEoe414NpuCzoYNGyzeHxwc3GUCQEZGRrvfx44di5MnzW/NTIine3CU5bnHztw7IhIAsOdcFTY4sCK01kCFPolno/EbDxapoLU5nq6yQWP3YzV6A5ZvzXVgawAhDckSD0fvUA/m40WVgj3dgBD7a5x9srsA+ZVNDmwNIKaKBMTDUdDxUCzLQtWic3czSCfEfC64HAaxQfYFneLaZrz3Z56DW0UVCYjno69FHshoZDH2rZ0oqmlxd1NIJ757NBUJoTIwdu6x98r/TkKtc/z8i5hPQYd4NurpeCAWgK+EKgV7qr/dFI1B4XJwOIypTJEt/jxdjt9PljuhZdTTIZ6Pgo4H4nIYLEiNcnczyDWiA7zw9cMj8PyU/nafQ60z4KVtJxzYqvYkNKdDPBy9Qz1UTKAUM5NDESAV4hMHptQS24n5XDw9oR8eGtWn2wt2P8g479RhUzH1dIiHo6DjBg1qHaobtdcsCLy6NTV7+Z9TE4IBAAcv1OC4i8qokPaGRymwek4Swn0l3T5XQVUTPsw474BWdY7mdIino6DjBhlnKvGfnecctgqdOJ6vhI8IPy+snZuMEHnH0jb22Lj3AuQSPlQtOmj0jk8i4HEYKp1EPB4FHTdgAQo4Hkwq5OGJcTF4eExfh5735VsT8PKtreVw1DoDGtR6qNQ6qFp0pn/nVzZh9e9n7To/Da2RnoCCDiHX+OeMeMxOce7eTCI+FyI+t8M2FhUqtd1BhzLXSE9AfXE3GBXjj0cd/C2aOE6kQoI/TzsnpblLdq77AShzjfQM9C51A4WXAH0DqK6ap3r8qyMYFeOP8f2DHHbODZkFKKtvgbeID28Rr81/eZC1ua2mSWv3c1ASAekJKOi4iZHt+hjiHt354O/Mp5kFKKlzboUJGl4jPQENr9lh494LmL1+H749VIhjRXU2P/5oYS1OXKIUaE92rqIR7/2Rh0ZN9zdXq2/WOT3gAJRIQHoG6unYoUmrx8GCGhwsqMHIaD/MGabEmH4B8PWyrnTNyl9O4+CFGie3knTHyVIVTpaqMGe4EtJubgF9slTloFZZRj0d0hNQT8cOtw0OQ5CsNeto7/lqrPzltE3bBJep1M5qGvFAp1wWdOg7JPF8FHTsECIX47dnx2LigEAAQB9/L/C51r2U+ZWNKKxptvu5JQIunh4fYwp6PYWQx8H0QcEYFxfg7qa4nKuCDg2vkZ6Ago6d5GI+bk0OAwDkVTRaPfm8PbesW8+bFO6DxZPj8PPTozEwTGa6PS7IG/5Sz61M3T/YGx/cOxT/6EaxTHdgHZDwcarMRT0dyl4jPQD1x7shPkQGPpdBVaMGJy7VY3S/rr/Fn69s7NZzVjSoodYZ4C8V4uP5KfjtRDmatQYIeBy8+evpbp3bWd66Kwl9/HtmirjBAWmGT43vh9omLRo1eny4Kx9VjRr0D/Z2eFUKmtMhPQH1dLohJlCKqQNDAABcK/dV6e6HWLBcBJ2htW5XiFyMBSOj8Pi4aABwyqZgjjB1YDCGRvoCgN2bnrmLI4LOlIRg3D08Ag/e2AcanQHPTYrF1idvxI0xfg5o4VU6I4sKlRqNGj2MlJNPPBT1dLppsNIHRwtr8VdeFXRGFhIBFywLaPVGaA0G0/DMlf9e6kbqrJ+XAA+P7gtvEb/Dfc0aPZQKsVPL5t/QV4E+/lJUqNT443RFu/uGRykQ4Se5er2Xq2ZzGAZebb6By8V83DEkHAajEQYW2HGyHC06A4DWIpsj+viBBQuWvbKWqfXfKrUOhy7UOu3aOnMlwDsCwwBH/zkJGr0Rn+wuwPAoP+w5V+2w86/LOI91bapYi/lceAm5kAh4SFb64N25gx32XITYi4JONz04qg8mDAjEuLcy8OEu55atf25yHMbFBZq976kJ/VDfonPq3jt3DVXijqHh+P1kOUrqWlBY0wyFlwDFtS2494YIzLw8x2VJqI8Yb89OAgD8cKQYv7aZ4+oX5I0P5w01+7jcknrc8l6mYy7EBkZHTOpcxjAMeFwGeRWNePPXM91Oxe5Ki85wOaBrEe7rmErZhHQXBR0HiPTzQoBUiIoGjdOeI9BbiDuGWv5QNzjwA9KSSfFBCJGLsPN0BR4fF43NR4ohsnESe13GebyR7plzUG3pDI5/Tb0upzY7YuGptbxtSOknxJnondhNx4vrsONkuUOHYcxZOLoPhDzLH+xt5x8i/SRIVvqAyzBgGAYHCqpRXOu4oTeWBdR6A3hcDuYMi4D68hCZtR4cFYU956qQea7KdJul6R5XxNPx/QPxyq0JWPxdtmkozxFzOtdSKsT49P4UZBfV490/8hx+fnPMDckS4g4UdLrpQH4N3v3znFOfQy7m454RkV0e98CNfTB9UAjkYj76B3uDaTNr/9Q3R20KOncMCcfTE2Lw+8lyNGr0uHNoOHwlV1Oyv80qxPzUKNPvtvZ0hDwuIv0kyHTuS2eWgMeBwcjCYGThLxVCyOOgpK4FHIaBUiHBZw8Mx7eHilDRoIGXE4bAGIbB+P5BLgmkV+id/KWIEGtR0PFwDAO8NmugVeP/ffy9Ok1N5nFsSxurb9Ei0s8L4b5iDAiRtduu+bnvjiGvogGxQd42nfMKncGItTvy8NWBwna3W8psY+G4T2ilrxh6I4uZyWFYNKEfqhs1+CDjPErrW4Oyl5CHB0f1cdjzmfPVgYv47YTrtk/ozoJkQhyJgo6HSlL6YEZiCKYPCkGoT/cngTk25ioHykQAWtN9m7Tth87GxQUgOcLHrnbkltTj9g/2QmvmmzfTnc1kbKA3svjHlP6YkhAELodBoEyE5bfE2zxE2B2f772IM+Wu2z2WtrEmnoKCjhlf7r8IhgEEXA6SlD44UFADLsNg7nAlGIbB3nNVKK1Xg8MBch1cLTpULsJ/7h2CwRG+Dj1vQqgMdc2Bl3sTrR/uhTVNOFveiGSlD4JkQnA5DDgMAwGXg6XTBwBoHQq6tpc1IynU7nbIxXzcMbQ1ZVp/eYhLb2ShNxjRL7DznlNpnRpjYlsX3zJo7RUxl9vX9jaAMfWYrh53+Rim9Ucu5uPmxJB25+dyGKcMpXWmSeu6JAKgtV5gZ1b+cgpcDgMhjwsRnwMhjwMhn4tgmQg39TefLUmIvSjomHHfDZG47YM9ULXosHhSHJb/mAsAmDNMCS4DfJJZgD+vWafiCP5SAb59NBVKhaTrg210z4iIDkNGn+zOx79+PoWnxsdgwgDHbVhmiVIhwcrbB9n0mGatHh/sOo+tf7vRSa1yjuyiOrz16xnojUbMGabEjdH+0OiNkIn5aNG6rlcFtC4kNsdoZLH+r3yz96VE+lLQIQ5HQacTPA6D6iYtvj540XQby7IAGOidkNEkEXDx6f3DnBJwAECjM3aY7L9tcBhGRvtDqfDsNRzlKs3l175nKaxpNmXn7c9371YWAd4dC8T+66eTFnutVECUOAMN9HaCy2FQ16xrt2L8yseeo0uMBMmE+ODeIUgM93HoedtqMTNf4ScVIj5U5vHptOcqGpHa17ElY1yhyYXrcLryw5Fi/HCkuN1tMjEfe85VdvqYrlL0CbEH9XQuyy6qwyOfZwFoHfevbdJ1OGbsv3dCa2BR1+y47YyjA7yw8cHh7bLDnMGVk+SONik+CJPiXTP850ieFHQ+3l2A6AAv3D4k3HTbU+NjUFzbgn//etbsY6inQ5yBgs5lBiPbZUWBS/WO23wtVC7Cg6P64L4bIm1e42KrJo0eZ8obENVDKz33VE2aq4F+RB8FHhsbjdpmLWqatNiafQk5Ja7dsrxC1f79/f6f5yyWTRJRxhtxAgo6l3FtXMfSXc5KGLgWy7J45X8nkBrd84anerq2GWpKhaTdpPzJSyqXBx3/a+Z1qho1qG/p2KO/wtlfhsj1iYLOZX5eAtw+JMw0cXNl1oZlW3tAe887rhowADz7bTZEfC4Sw+X4++Q4cOwIevXNOmRdrLlckbl1+STLtra5tlmHS3UtGBQuh6pFj9BOspeI8zRp9BDzuRjVzx8JobJ29zW4YeitskGDBz87BDGfCxGfi2PFdRaPp+E14gwUdC5TKiRYPTvZ7H2ZeVU4WlhndjLeXlkXa3FrUijmDo+wK+AArdlRD23M6vT+haP6YEpCMKYkBNvbTNINTRo9Qn1E+Hh+itn7bOUvFeL2IWGoatRgYKgcr/500qbHN2r0NqX60/AacQab3lXr1q1DYmIiZDIZZDIZUlNTsX37dtP9jY2NePLJJxEeHg6xWIwBAwZg3bp1XZ53zZo1iIuLg1gshlKpxLPPPgu12nHzJ92lVIjxzpxkh53PW8hD2iM34N25g7s1xCbkd/6/j8MAz06KtfvcpPtuTgzttJyOPRWmR/RRYOn0AVg9OxlTBwY7fadQEfV0iBPY1NMJDw/HqlWrEBMTAwDYuHEjZs6ciaNHjyIhIQHPPvssdu7ciS+//BJRUVH47bff8MQTTyA0NBQzZ840e86vvvoKL7zwAj799FOMHDkSZ8+exf333w8AeOedd7p3dQ7SWoNMgn9MjUOAVIggmQjzPz1o17lkIh6+XDjCIenRIXIRVt4+CH+cKkd2UT1qmjS4ks0d6C1y6Qp70pGljLtRMf44Xmz9nE5MoLTdJmyhPmIcWDoB3x4qwlcHClFQ1dSttpojopRp4gQ29XRmzJiB6dOnIzY2FrGxsVixYgWkUin2798PANi3bx8WLFiAcePGISoqCo888giSkpKQldX5ENC+fftw44034p577kFUVBQmT56MuXPnWnyMO3A5DJ4YF4O7UpRIP1HW9QPM8JHw8fXDNzhsPY63iI+5wyPwyYJhyFo2Efe2qUTt4rwIYqO/T47DtIFdD3uG+4oxJSEI5yoa8ey32e3u8xbxsXB0X6cNn9KcDnEGuwdtDQYD0tLS0NTUhNTUVADAqFGjsG3bNpSUlIBlWezcuRNnz57FlClTOj3PqFGjcPjwYRw82NpzyM/Pxy+//IKbb77Z4vNrNBqoVKp2P66yP9/2pAKGAWYlh2FgmNwJLSI9zZcHLmJ0vwDIuthcTSrkYcm0AXhpRjxuuaZe3BXmqg04gsjC8C0h9rJ5/CUnJwepqalQq9WQSqXYsmUL4uPjAQDvvvsuHn74YYSHh4PH44HD4eCTTz7BqFGjOj3f3XffjcrKSowaNQosy0Kv1+Pxxx/HCy+8YLEdK1euxCuvvGJr8x3C1orNkX4SfDw/xe6tAKxlY7OImxiNLP659YTFY24bHIYFI6PwxvbTeHDjIfz53LhOj9XqnbNXDg2vEWewOejExcUhOzsbdXV12Lx5MxYsWIBdu3YhPj4e7777Lvbv349t27YhMjISf/31F5544gmEhIRg4sSJZs+XkZGBFStW4IMPPsCIESNw7tw5LFq0CCEhIVi+fHmn7ViyZAkWL15s+l2lUkGpVNp6OXax9Nk+up8/eBwGLICyejX4XA4+vX+Y076NtpUU7oPbB+sBBu02XCOexVKFaaVCjIWj+mJEXwX6B8vA4zKobrRcAaNB3flaG3uF+YhN21sQ4kg2Bx2BQGBKJEhJScGhQ4ewdu1arFmzBkuXLsWWLVtMQ2OJiYnIzs7GW2+91WnQWb58OebNm4eFCxcCAAYNGoSmpiY88sgjePHFF8HhmO/iC4VCCIXO/yA3x1KP4v25QyCXtNYyq2zQQCbmuayG1R1Dw3HH0PCuDyRu1bZSwbX4HA5qm7Xwl7a+t30lgi6rcjvj/ZWs9MHQSMdur0EI4IB1OizLQqPRQKfTQafTdQgSXC4XRmPn3f/m5mazj2FZ1mMrC1saXnvzt9MI8hbh0bHRLundkJ5HJuZh7d3JqGlqLYlT36IDA+Cbg0WIC/bGMxOvpronKX0wfZD5uZwrnDH3Ym6TPUIcwaags3TpUkybNg1KpRINDQ1IS0tDRkYG0tPTIZPJMHbsWDz//PMQi8WIjIzErl278Pnnn2P16tWmc8yfPx9hYWFYuXIlgNaMuNWrV2Pw4MGm4bXly5fj1ltvBZfbs8aUGQbYeboSH80fSjs1kk5JBDzMTO64qVpCqLzDF5WHrNg2W9jFey3AWwgxnwudwQit3ojqpq4L1hZWN6OyQUNfnIjD2RR0ysvLMW/ePJSWlkIulyMxMRHp6emYNGkSACAtLQ1LlizBvffei5qaGkRGRmLFihV47LHHTOcoLCxs17NZtmwZGIbBsmXLUFJSgoCAAMyYMQMrVqxw0CU63rKb49Gs1UMs4MJHLIBczIdczIe3iGd3dQFCZg+zb06yqxppS6f3x22DW4ddVWodNuwuwNMT+kGtM2DBpweRdbG2w2POlDegvkVLQYc4HMN66hiWjVQqFeRyOerr6yGTybp+ACG9xI9HS/DMNWt42lp7d3K7npXOYMShghrkXqrHnnPVKFep0aw1oK5ZC5X6apLD7n/c5JKitKR3sPYzmJasE9LDdTW8xlwzB1nZoMGOUxW4e7gSj4yJNt2+KasIz39//Op5aZ0OcQIKOoT0cHKx5Z1f3/n9LL47VASJgIskpQ/+dlMM/jkjvsNxAd5CjIsLgFpnQIvOCDFtbUCcgIIOIT3ckEhfSIW8TouIFlQ1mWqz6S1stT4uLhDj4gI7vZ8QR6D+MyE9nIjPtbr+mrMrUxPSFQo6hPQCM5NDuzxGxOcgzJc28yPuRUGHkF5gZLSfqYoBAPQP7ljnb1RMAJZMG+DKZhHSAQUdQnoBHpeDGUkh8JcKMTLaD/feENnhGBpaI56AEgkI6SVmJoXimYmxkIv5+M/Ocx3up6BDPAEFHUJ6CamID6/LgWVeaiSmJASjSaNHo0aPBrUeIXKqGk3cj4IOIb1ElJ8EDWo9fL0EkIn4kIksr98hxB1oToeQXoLH5XS6VocQT0FBh5BeRMTnosaKKtKEuAsFHUJ6kQBvIZo0ego8xGNR0CGkl1EqJKhv0UFHG7ERD0RBh5BeqI+/F4prW9zdDEI6oKBDSC/F5zIeu+U7uX5R0CGklwqRi1Far3Z3Mwhph9bpENJLcTkMjBZ6Oum5Zfg0swAM03rsnGHKdjuMEuIMFHQI6cUYAHXNWvhIBB3uK1epcfBCjen3YVEKF7aMXK9oeI2QXizMV4KjhXVm77u2F6SlbDfiAhR0COnlzpY34OfjpR1ub7uJaKSfBKE+tNcOcT4KOoT0YgYjC7XOiH98fwznKhrb3SfkccDjMACAV25NwNxhSnc0kVxnGLaX5FSqVCrI5XLU19dDJpO5uzmEeITtOaV4/KsjAICYQCm2/u1GeAmvTuX+3/fH8W1Wkel3LoeBiMfBKzMHIjXaD2HU+yFWsvYzmBIJCOnFmrUG07/PVTTipW0n8NZdSZ0ebzCyaNIasPSHHHgJuZg2KAQ/HbsEIZ+LX58ZA4VXx4QEQmxBw2uE9GLN2vZVp78/XIyt2SVdPk5rMKK2WYevDxRCpdajskEDPpdxVjPJdYSCDiG9WNuezhUvbslFYXUzcorrkX6izOzj5GI+Hh3bF8Gyqxu/ifi08yjpPhpeI6QXazITdBo1evzt6yOQi/mob9GZfdwbdwzC1IEhePDGPrj7o/0oqGqCVm8En0vfU0n3UNAhpBdr7mRTt5ySeouPuxJc9EYWPhI+lAoxBDwKOKT7KOgQ0ouZ6+lYg8NpLRb63aEifPdoKvVwiMNQ0CGkl/rPznM4eclyj6atIJkQ942IhIDHQaRCAoZh8OykWCe2kFyPKOgQ0ksFSIVQqc0Pr11LLuYjMdwHT03o5+RWkesd9ZkJ6aVmD1Navbjz1ZkJ+Hh+ipNbRAgFHUJ6tRaddXM6L287gTLae4e4AAUdQnqxFisTCYZFKRDoLXRyawihoENIr6buoqfjJeBi+qBgVDRocKy4zjWNItc1SiQgpBezFHSSwuX4+5Q4jO4XgKwLNci9pMLgCF8Xto5cj6jKNCG9mNHIQq03oEljQLNWj0aNHk0aA17adgIrbx+EZKWPu5tIeglrP4NtGl5bt24dEhMTIZPJIJPJkJqaiu3bt5vub2xsxJNPPonw8HCIxWIMGDAA69ats3jOcePGgWGYDj8333yzLU0jhJjB4TCQCHgI8BYi0s8LCaFyDO+jwIf3DaFtC4hb2DS8Fh4ejlWrViEmJgYAsHHjRsycORNHjx5FQkICnn32WezcuRNffvkloqKi8Ntvv+GJJ55AaGgoZs6cafacP/zwA7Raren36upqJCUl4a677urGZRFCLIn083J3E8h1yqaezowZMzB9+nTExsYiNjYWK1asgFQqxf79+wEA+/btw4IFCzBu3DhERUXhkUceQVJSErKysjo9p0KhQHBwsOnn999/h0QioaBDCCG9kN3ZawaDAWlpaWhqakJqaioAYNSoUdi2bRtKSkrAsix27tyJs2fPYsqUKVafd8OGDbj77rvh5WX5m5hGo4FKpWr3QwghxLPZnL2Wk5OD1NRUqNVqSKVSbNmyBfHx8QCAd999Fw8//DDCw8PB4/HA4XDwySefYNSoUVad++DBg8jNzcWGDRu6PHblypV45ZVXbG0+IYQQN7K5pxMXF4fs7Gzs378fjz/+OBYsWICTJ08CaA06+/fvx7Zt23D48GG8/fbbeOKJJ7Bjxw6rzr1hwwYMHDgQw4cP7/LYJUuWoL6+3vRTVFTU5WMIIYS4V7dTpidOnIjo6GisWbMGcrkcW7ZsaZd5tnDhQhQXFyM9Pd3ieZqbmxESEoJXX30VixYtsrkdlDJNCCHu45SUaXNYloVGo4FOp4NOpwOH0/6UXC4XRqOxy/N899130Gg0uO+++7rbJEIIIR7KpjmdpUuXYtq0aVAqlWhoaEBaWhoyMjKQnp4OmUyGsWPH4vnnn4dYLEZkZCR27dqFzz//HKtXrzadY/78+QgLC8PKlSvbnXvDhg2YNWsW/Pz8HHNlhBBCPI5NQae8vBzz5s1DaWkp5HI5EhMTkZ6ejkmTJgEA0tLSsGTJEtx7772oqalBZGQkVqxYgccee8x0jsLCwg69obNnzyIzMxO//fabAy6JEEKIp6IyOIQQQrrNZXM6hBBCiLUo6BBCCHEZCjqEEEJchoIOIYQQl6GgQwghxGV6zc6hV5LwqPAnIYS43pXP3q4SontN0GloaAAAKJVKN7eEEEKuXw0NDZDL5Z3e32vW6RiNRly6dAksyyIiIgJFRUW0XqcLKpUKSqWSXisr0GtlPXqtrNebXiuWZdHQ0IDQ0NAOBQDa6jU9HQ6Hg/DwcFMX78qW2qRr9FpZj14r69FrZb3e8lpZ6uFcQYkEhBBCXIaCDiGEEJfpdUFHKBTipZdeglAodHdTPB69Vtaj18p69FpZ73p8rXpNIgEhhBDP1+t6OoQQQjwXBR1CCCEuQ0GHEEKIy1DQIYQQ4jI9MugcOXIEkyZNgo+PD/z8/PDII4+gsbGx3TEMw3T4+fDDDy2eV6PR4KmnnoK/vz+8vLxw6623ori42JmX4lTWvE5XVFdXIzw8HAzDoK6uzuJ5y8rKMG/ePAQHB8PLywtDhgzB999/74QrcB1nvVYAsG/fPowfPx5eXl7w8fHBuHHj0NLS4uArcB1nvlZA68r2adOmgWEY/Pjjj45ruBs447WqqanBU089hbi4OEgkEkRERODpp59GfX29k67CsXpc0Ll06RImTpyImJgYHDhwAOnp6Thx4gTuv//+Dsf+97//RWlpqelnwYIFFs/9zDPPYMuWLUhLS0NmZiYaGxtxyy23wGAwOOlqnMeW1wkAHnroISQmJlp17nnz5uHMmTPYtm0bcnJycPvtt2POnDk4evSoA6/AdZz5Wu3btw9Tp07F5MmTcfDgQRw6dAhPPvmkxTIhnsyZr9UVa9asAcMwDmiteznrtbp06RIuXbqEt956Czk5Ofjss8+Qnp6Ohx56yMFX4CRsD7N+/Xo2MDCQNRgMptuOHj3KAmDz8vJMtwFgt2zZYvV56+rqWD6fz6alpZluKykpYTkcDpuenu6QtruSta8Ty7LsBx98wI4dO5b9448/WABsbW2txXN7eXmxn3/+ebvbFAoF+8knnzis/a7kzNdqxIgR7LJly5zRbLdw5mvFsiybnZ3NhoeHs6WlpTb/DXsaZ79WbX333XesQCBgdTqdI5ruVD3u65ZGo4FAIGj3TVEsFgMAMjMz2x375JNPwt/fH8OGDcOHH34Io9HY6XkPHz4MnU6HyZMnm24LDQ3FwIEDsXfvXgdfhfNZ+zqdPHkSr776Kj7//HOrv32PGjUK3377LWpqamA0GpGWlgaNRoNx48Y59BpcxVmvVUVFBQ4cOIDAwECMHDkSQUFBGDt2bIf3aU/izPdVc3Mz5s6di/fffx/BwcGObbgbOPO1ulZ9fT1kMhl4PM8vp9njgs748eNRVlaGN998E1qtFrW1tVi6dCkAoLS01HTca6+9hk2bNmHHjh24++678dxzz+H111/v9LxlZWUQCATw9fVtd3tQUBDKysqcczFOZM3rpNFoMHfuXLz55puIiIiw+tzffvst9Ho9/Pz8IBQK8eijj2LLli2Ijo52yrU4m7Neq/z8fADAyy+/jIcffhjp6ekYMmQIJkyYgLy8POdcjJM583317LPPYuTIkZg5c6ZT2u5qznyt2qqursZrr72GRx991GFtdyaPCTovv/yy2cn/tj9ZWVlISEjAxo0b8fbbb0MikSA4OBh9+/ZFUFAQuFyu6XzLli1DamoqkpOT8dxzz+HVV1/Fm2++aXO7WJb1qPFlR75OS5YswYABA3DffffZ1IZly5ahtrYWO3bsQFZWFhYvXoy77roLOTk5zrhku7n7tbrSs3700UfxwAMPYPDgwXjnnXcQFxeHTz/91CnXbC93v1bbtm3Dn3/+iTVr1jjpCh3H3a9VWyqVCjfffDPi4+Px0ksvOfIyncZjyuBUVVWhqqrK4jFRUVEQiUSm38vLy+Hl5QWGYSCTyZCWloa77rrL7GP37NmDUaNGoaysDEFBQR3u//PPPzFhwgTU1NS06+0kJSVh1qxZeOWVV+y8Msdy5OuUnJyMnJwcU1BlWRZGoxFcLhcvvvii2Ws+f/48YmJikJubi4SEBNPtVyZMu8oQdCV3v1YFBQXo27cvvvjii3YfKnPmzAGPx8NXX33loCvtPne/Vs888wzefffddsNLBoMBHA4Ho0ePRkZGhmMu1AHc/Vpd0dDQgClTpkAikeCnn35q93yezGMGAP39/eHv72/TY64Ej08//RQikQiTJk3q9NijR49CJBLBx8fH7P1Dhw4Fn8/H77//jtmzZwNo7QLn5ubi3//+t03tciZHvk6bN29ul7p76NAhPPjgg9i9e3enQ2XNzc0A0GHsmcvlWpwzcwd3v1ZRUVEIDQ3FmTNn2t1+9uxZTJs2zaZ2OZu7X6sXXngBCxcubHfboEGD8M4772DGjBk2tcvZ3P1aAa09nClTpkAoFGLbtm09JuAA6HnZayzLsu+99x57+PBh9syZM+z777/PisVidu3atab7t23bxn700UdsTk4Oe+7cOfbjjz9mZTIZ+/TTT5uOKS4uZuPi4tgDBw6YbnvsscfY8PBwdseOHeyRI0fY8ePHs0lJSaxer3fp9TlKV6/TtXbu3Nkhc+ba10mr1bIxMTHs6NGj2QMHDrDnzp1j33rrLZZhGPbnn3929iU5jTNeK5Zl2XfeeYeVyWTspk2b2Ly8PHbZsmWsSCRiz50758zLcSpnvVbXQg/PXmNZ57xWKpWKHTFiBDto0CD23LlzbGlpqemnJ3xW9cigM2/ePFahULACgYBNTEzskL67fft2Njk5mZVKpaxEImEHDhzIrlmzpl06YUFBAQuA3blzp+m2lpYW9sknn2QVCgUrFovZW265hS0sLHTVZTlcV6/Ttcy94c29TmfPnmVvv/12NjAwkJVIJFad29M567ViWZZduXIlGx4ezkokEjY1NZXdvXu3E67AdZz5WrXVG4KOM16rK8eY+ykoKHDexTiIx8zpEEII6f08JnuNEEJI70dBhxBCiMtQ0CGEEOIyFHQIIYS4DAUdQgghLkNBhxBCiMtQ0CGEEOIyFHQIIYS4DAUdQgghLkNBhxBCiMtQ0CGEEOIyFHQIIYS4zP8DFljrxCQCe+EAAAAASUVORK5CYII=",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots()\n",
+ "service_gdf.sjoin(armourdale).plot(ax=ax)\n",
+ "armourdale.plot(ax=ax, ec='k')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 34,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "wdt_gdf = ks_gdf[ks_gdf['NAME10']=='Wyandotte']"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 39,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "wdt_service = service_gdf.sjoin(wdt_gdf.to_crs(epsg=4326))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 45,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Index(['CNTRL_AREA', 'PLAN_AREA', 'HOLDING_CO', 'NET_GEN', 'PURCHASED',\n",
+ " 'RETAIL_MWH', 'WSALE_MWH', 'TOTAL_MWH', 'TRANS_MWH', 'CUSTOMERS',\n",
+ " 'YEAR', 'NET_EX', 'NAME', 'REGULATED', 'STATE', 'ID', 'NAICS_CODE',\n",
+ " 'NAICS_DESC', 'geometry', 'index_right', 'STATEFP10', 'COUNTYFP10',\n",
+ " 'COUNTYNS10', 'GEOID10', 'NAME10', 'NAMELSAD10', 'LSAD10', 'CLASSFP10',\n",
+ " 'MTFCC10', 'CSAFP10', 'CBSAFP10', 'METDIVFP10', 'FUNCSTAT10', 'ALAND10',\n",
+ " 'AWATER10', 'INTPTLAT10', 'INTPTLON10'],\n",
+ " dtype='object')"
+ ]
+ },
+ "execution_count": 45,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "wdt_service.columns"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 56,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(38.95, 39.25)"
+ ]
+ },
+ "execution_count": 56,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots()\n",
+ "wdt_gdf.plot(ax=ax, color='lightgray', zorder=2, fc='None', ec='k')\n",
+ "wdt_service.plot(ax=ax, column='HOLDING_CO', legend=True, legend_kwds=dict(loc='lower left'))\n",
+ "plt.tight_layout()\n",
+ "\n",
+ "ax.set_xlim(-95,-94.5)\n",
+ "ax.set_ylim(38.95, 39.25)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 32,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# service_gdf[service_gdf['STATE'].isin(['KS','MO'])].plot(alpha=0.4)\n",
+ "fig, ax = plt.subplots()\n",
+ "service_gdf[service_gdf['NAME'].isin(['EVERGY METRO'])].plot(ax=ax, alpha=1, zorder=2)\n",
+ "ks_gdf[ks_gdf['NAME10']=='Wyandotte'].plot(ax=ax, color='grey', alpha=.1, zorder=1)"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 48,
@@ -1318,7 +1662,9 @@
"execution_count": null,
"metadata": {},
"outputs": [],
- "source": []
+ "source": [
+ "res_structures = pd.read_csv()"
+ ]
}
],
"metadata": {
diff --git a/notebooks/gis_notebooks/kc-zoning.ipynb b/notebooks/gis_notebooks/kc-zoning.ipynb
index 2a44cbb..405ce25 100644
--- a/notebooks/gis_notebooks/kc-zoning.ipynb
+++ b/notebooks/gis_notebooks/kc-zoning.ipynb
@@ -9,7 +9,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -22,7 +22,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -31,16 +31,300 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "kck_wards = gpd.read_file(\"https://maps.wycokck.org/gisdata/shp/ward_prec_py.zip\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "armourdale_ward = '06'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " VTD | \n",
+ " VTD_S | \n",
+ " CITY | \n",
+ " CITY_CODE | \n",
+ " CITY_PREF | \n",
+ " WARD | \n",
+ " PRECINCT | \n",
+ " BPU | \n",
+ " UG | \n",
+ " KS_HOUSE | \n",
+ " ... | \n",
+ " BPU_At_Lg1 | \n",
+ " BPU_At_Lg2 | \n",
+ " BPU_At_Lg3 | \n",
+ " DATE_MOD | \n",
+ " DATE_ADDED | \n",
+ " MOD_BY | \n",
+ " ADDED_BY | \n",
+ " Shape_Leng | \n",
+ " Shape_Area | \n",
+ " geometry | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 68 | \n",
+ " KC06-02 | \n",
+ " 600310 | \n",
+ " Kansas City | \n",
+ " 1 | \n",
+ " KC | \n",
+ " 06 | \n",
+ " 02 | \n",
+ " 3 | \n",
+ " 2 | \n",
+ " 37 | \n",
+ " ... | \n",
+ " None | \n",
+ " None | \n",
+ " None | \n",
+ " 2023-01-09 | \n",
+ " 2023-01-09 | \n",
+ " GIS_EDITOR | \n",
+ " GIS_EDITOR | \n",
+ " 46433.543935 | \n",
+ " 5.578922e+07 | \n",
+ " POLYGON ((2257706.000 296463.281, 2258080.500 ... | \n",
+ "
\n",
+ " \n",
+ " 74 | \n",
+ " KC06-01 | \n",
+ " 600300 | \n",
+ " Kansas City | \n",
+ " 1 | \n",
+ " KC | \n",
+ " 06 | \n",
+ " 01 | \n",
+ " 3 | \n",
+ " 2 | \n",
+ " 37 | \n",
+ " ... | \n",
+ " None | \n",
+ " None | \n",
+ " None | \n",
+ " 2023-01-09 | \n",
+ " 2023-01-09 | \n",
+ " ccooley | \n",
+ " GIS_EDITOR | \n",
+ " 30244.383320 | \n",
+ " 4.474095e+07 | \n",
+ " POLYGON ((2274619.250 294173.125, 2274657.750 ... | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
2 rows × 28 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " VTD VTD_S CITY CITY_CODE CITY_PREF WARD PRECINCT BPU UG \\\n",
+ "68 KC06-02 600310 Kansas City 1 KC 06 02 3 2 \n",
+ "74 KC06-01 600300 Kansas City 1 KC 06 01 3 2 \n",
+ "\n",
+ " KS_HOUSE ... BPU_At_Lg1 BPU_At_Lg2 BPU_At_Lg3 DATE_MOD DATE_ADDED \\\n",
+ "68 37 ... None None None 2023-01-09 2023-01-09 \n",
+ "74 37 ... None None None 2023-01-09 2023-01-09 \n",
+ "\n",
+ " MOD_BY ADDED_BY Shape_Leng Shape_Area \\\n",
+ "68 GIS_EDITOR GIS_EDITOR 46433.543935 5.578922e+07 \n",
+ "74 ccooley GIS_EDITOR 30244.383320 4.474095e+07 \n",
+ "\n",
+ " geometry \n",
+ "68 POLYGON ((2257706.000 296463.281, 2258080.500 ... \n",
+ "74 POLYGON ((2274619.250 294173.125, 2274657.750 ... \n",
+ "\n",
+ "[2 rows x 28 columns]"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "armourdale = kck_wards[kck_wards['WARD'] == armourdale_ward]\n",
+ "armourdale"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 42,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " | \n",
+ " geometry | \n",
+ " VTD | \n",
+ " VTD_S | \n",
+ " CITY_CODE | \n",
+ " CITY_PREF | \n",
+ " WARD | \n",
+ " PRECINCT | \n",
+ " BPU | \n",
+ " UG | \n",
+ " KS_HOUSE | \n",
+ " ... | \n",
+ " BPU_Member | \n",
+ " BPU_At_Lg1 | \n",
+ " BPU_At_Lg2 | \n",
+ " BPU_At_Lg3 | \n",
+ " DATE_MOD | \n",
+ " DATE_ADDED | \n",
+ " MOD_BY | \n",
+ " ADDED_BY | \n",
+ " Shape_Leng | \n",
+ " Shape_Area | \n",
+ "
\n",
+ " \n",
+ " CITY | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " Kansas City | \n",
+ " POLYGON ((2274657.750 293923.782, 2274677.000 ... | \n",
+ " KC06-02 | \n",
+ " 600310 | \n",
+ " 1 | \n",
+ " KC | \n",
+ " 06 | \n",
+ " 02 | \n",
+ " 3 | \n",
+ " 2 | \n",
+ " 37 | \n",
+ " ... | \n",
+ " None | \n",
+ " None | \n",
+ " None | \n",
+ " None | \n",
+ " 2023-01-09 | \n",
+ " 2023-01-09 | \n",
+ " GIS_EDITOR | \n",
+ " GIS_EDITOR | \n",
+ " 46433.543935 | \n",
+ " 5.578922e+07 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
1 rows × 27 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " geometry VTD \\\n",
+ "CITY \n",
+ "Kansas City POLYGON ((2274657.750 293923.782, 2274677.000 ... KC06-02 \n",
+ "\n",
+ " VTD_S CITY_CODE CITY_PREF WARD PRECINCT BPU UG KS_HOUSE ... \\\n",
+ "CITY ... \n",
+ "Kansas City 600310 1 KC 06 02 3 2 37 ... \n",
+ "\n",
+ " BPU_Member BPU_At_Lg1 BPU_At_Lg2 BPU_At_Lg3 DATE_MOD \\\n",
+ "CITY \n",
+ "Kansas City None None None None 2023-01-09 \n",
+ "\n",
+ " DATE_ADDED MOD_BY ADDED_BY Shape_Leng Shape_Area \n",
+ "CITY \n",
+ "Kansas City 2023-01-09 GIS_EDITOR GIS_EDITOR 46433.543935 5.578922e+07 \n",
+ "\n",
+ "[1 rows x 27 columns]"
+ ]
+ },
+ "execution_count": 42,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "armourdale.dissolve(\"CITY\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
- "kc_zones = gpd.read_file(kc_zones_url)"
+ "# kc_zones = gpd.read_file(kc_zones_url, bbox=(2.26e6,287900,2.275e6,294500))\n",
+ "kc_zones = gpd.read_file(kc_zones_url, mask=armourdale.dissolve(\"CITY\"))\n"
]
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
@@ -53,7 +337,7 @@
" dtype='object')"
]
},
- "execution_count": 9,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
@@ -64,7 +348,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 18,
"metadata": {},
"outputs": [
{
@@ -116,145 +400,145 @@
" Heavy Industrial District | \n",
" None | \n",
" 32282 | \n",
- " 44025 | \n",
- " 40495 | \n",
- " 545 | \n",
" None | \n",
" None | \n",
- " 44025 is in Northwest corner | \n",
+ " None | \n",
+ " None | \n",
+ " None | \n",
+ " None | \n",
" NO | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
- " 227094.483091 | \n",
- " 6.904394e+07 | \n",
- " MULTIPOLYGON (((2275610.250 318174.562, 227830... | \n",
+ " 13380.173937 | \n",
+ " 2.017360e+06 | \n",
+ " MULTIPOLYGON (((2263627.750 292663.281, 226362... | \n",
" \n",
" \n",
" 1 | \n",
- " R-1(B) | \n",
- " Single Family District | \n",
- " 2005-04-06 | \n",
- " 0-32-05 | \n",
+ " M-3 | \n",
+ " Heavy Industrial District | \n",
+ " None | \n",
+ " 45043 | \n",
+ " None | \n",
+ " None | \n",
" None | \n",
" None | \n",
- " 2820 | \n",
" None | \n",
" None | \n",
- " From R-2 Case # 32282 | \n",
" NO | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
- " 512.869032 | \n",
- " 1.643630e+04 | \n",
- " POLYGON ((2263758.500 296379.969, 2263724.500 ... | \n",
+ " 4294.963937 | \n",
+ " 4.933658e+05 | \n",
+ " POLYGON ((2254872.499 297255.187, 2254877.499 ... | \n",
"
\n",
" \n",
" 2 | \n",
- " R-1(B) | \n",
- " Single Family District | \n",
- " 2005-04-06 | \n",
- " 0-32-05 | \n",
+ " M-3 | \n",
+ " Heavy Industrial District | \n",
+ " None | \n",
+ " 45701 | \n",
+ " None | \n",
+ " None | \n",
" None | \n",
" None | \n",
- " 2820 | \n",
" None | \n",
" None | \n",
- " From R-2 Case # 32282 | \n",
" NO | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
- " 824.222595 | \n",
- " 3.643753e+04 | \n",
- " POLYGON ((2263838.250 296700.031, 2263709.749 ... | \n",
+ " 753.562992 | \n",
+ " 3.208129e+04 | \n",
+ " POLYGON ((2271434.999 291624.125, 2271441.000 ... | \n",
"
\n",
" \n",
" 3 | \n",
- " R-1(B) | \n",
- " Single Family District | \n",
- " 2005-04-06 | \n",
- " 0-32-05 | \n",
+ " M-2 | \n",
+ " General Industrial District | \n",
+ " None | \n",
+ " 56119 | \n",
+ " None | \n",
+ " None | \n",
" None | \n",
" None | \n",
- " 2820 | \n",
" None | \n",
" None | \n",
- " From R-2 Case # 32282 | \n",
" NO | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
- " 836.139727 | \n",
- " 3.654443e+04 | \n",
- " POLYGON ((2264740.500 296896.656, 2264687.999 ... | \n",
+ " 429.868788 | \n",
+ " 1.148440e+04 | \n",
+ " POLYGON ((2269504.750 290045.344, 2269498.500 ... | \n",
"
\n",
" \n",
" 4 | \n",
- " R-1(B) | \n",
- " Single Family District | \n",
- " 2005-04-06 | \n",
- " 0-32-05 | \n",
+ " CP-0 | \n",
+ " Planned Nonretail Business District | \n",
+ " None | \n",
+ " 65831 | \n",
+ " None | \n",
+ " None | \n",
" None | \n",
" None | \n",
- " 2820 | \n",
" None | \n",
" None | \n",
- " From R-2 Case # 32282 | \n",
" NO | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
" None | \n",
- " 498.761145 | \n",
- " 1.556200e+04 | \n",
- " POLYGON ((2263722.999 297037.281, 2263693.499 ... | \n",
+ " 568.157502 | \n",
+ " 1.925364e+04 | \n",
+ " POLYGON ((2268886.000 290452.812, 2268862.000 ... | \n",
"
\n",
" \n",
"\n",
""
],
"text/plain": [
- " ZONEDIST ZONENAME APPRDATE ORD_NO1 ORD_NO2 ORD_NO3 \\\n",
- "0 M-3 Heavy Industrial District None 32282 44025 40495 \n",
- "1 R-1(B) Single Family District 2005-04-06 0-32-05 None None \n",
- "2 R-1(B) Single Family District 2005-04-06 0-32-05 None None \n",
- "3 R-1(B) Single Family District 2005-04-06 0-32-05 None None \n",
- "4 R-1(B) Single Family District 2005-04-06 0-32-05 None None \n",
+ " ZONEDIST ZONENAME APPRDATE ORD_NO1 ORD_NO2 \\\n",
+ "0 M-3 Heavy Industrial District None 32282 None \n",
+ "1 M-3 Heavy Industrial District None 45043 None \n",
+ "2 M-3 Heavy Industrial District None 45701 None \n",
+ "3 M-2 General Industrial District None 56119 None \n",
+ "4 CP-0 Planned Nonretail Business District None 65831 None \n",
"\n",
- " PET_NO1 PET_NO2 PET_NO3 NOTES SPLIT_ZONE ICOMAPATTR \\\n",
- "0 545 None None 44025 is in Northwest corner NO None \n",
- "1 2820 None None From R-2 Case # 32282 NO None \n",
- "2 2820 None None From R-2 Case # 32282 NO None \n",
- "3 2820 None None From R-2 Case # 32282 NO None \n",
- "4 2820 None None From R-2 Case # 32282 NO None \n",
+ " ORD_NO3 PET_NO1 PET_NO2 PET_NO3 NOTES SPLIT_ZONE ICOMAPATTR DATE_MOD \\\n",
+ "0 None None None None None NO None None \n",
+ "1 None None None None None NO None None \n",
+ "2 None None None None None NO None None \n",
+ "3 None None None None None NO None None \n",
+ "4 None None None None None NO None None \n",
"\n",
- " DATE_MOD DATE_ADDED MOD_BY ADDED_BY Shape_Leng Shape_Area \\\n",
- "0 None None None None 227094.483091 6.904394e+07 \n",
- "1 None None None None 512.869032 1.643630e+04 \n",
- "2 None None None None 824.222595 3.643753e+04 \n",
- "3 None None None None 836.139727 3.654443e+04 \n",
- "4 None None None None 498.761145 1.556200e+04 \n",
+ " DATE_ADDED MOD_BY ADDED_BY Shape_Leng Shape_Area \\\n",
+ "0 None None None 13380.173937 2.017360e+06 \n",
+ "1 None None None 4294.963937 4.933658e+05 \n",
+ "2 None None None 753.562992 3.208129e+04 \n",
+ "3 None None None 429.868788 1.148440e+04 \n",
+ "4 None None None 568.157502 1.925364e+04 \n",
"\n",
" geometry \n",
- "0 MULTIPOLYGON (((2275610.250 318174.562, 227830... \n",
- "1 POLYGON ((2263758.500 296379.969, 2263724.500 ... \n",
- "2 POLYGON ((2263838.250 296700.031, 2263709.749 ... \n",
- "3 POLYGON ((2264740.500 296896.656, 2264687.999 ... \n",
- "4 POLYGON ((2263722.999 297037.281, 2263693.499 ... "
+ "0 MULTIPOLYGON (((2263627.750 292663.281, 226362... \n",
+ "1 POLYGON ((2254872.499 297255.187, 2254877.499 ... \n",
+ "2 POLYGON ((2271434.999 291624.125, 2271441.000 ... \n",
+ "3 POLYGON ((2269504.750 290045.344, 2269498.500 ... \n",
+ "4 POLYGON ((2268886.000 290452.812, 2268862.000 ... "
]
},
- "execution_count": 10,
+ "execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
@@ -265,14 +549,42 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 26,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
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