exhaustive_feature_extraction.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# extract features with tsFRESH"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using matplotlib backend: Qt5Agg\n"
     ]
    }
   ],
   "source": [
    "# make imports\n",
    "import pandas as pd\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "from tsfresh import extract_features\n",
    "from tsfresh import select_features\n",
    "from tsfresh.utilities.dataframe_functions import impute\n",
    "from tsfresh import extract_relevant_features\n",
    "\n",
    "# import xgboost\n",
    "\n",
    "# from sklearn.preprocessing import StandardScaler\n",
    "# from sklearn.metrics import explained_variance_score\n",
    "# from sklearn.metrics import mean_absolute_error\n",
    "# from sklearn.feature_selection import SelectFromModel\n",
    "# from sklearn.model_selection import GridSearchCV, TimeSeriesSplit\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# read_dtypes = {'days_from': 'float32',\n",
    "#  'fatalities': 'float32',\n",
    "#  'id_col': 'object',\n",
    "#  'max_rainfall': 'float32',\n",
    "#  'mean_rainfall': 'float32',\n",
    "#  'min_rainfall': 'float32',\n",
    "#  'neighbor_fatalities': 'float32',\n",
    "#  'neighbor_max_rainfall': 'float32',\n",
    "#  'neighbor_mean_rainfall': 'float32',\n",
    "#  'neighbor_min_rainfall': 'float32',\n",
    "#  'neighbor_new_cases': 'float32',\n",
    "#  'neighbor_new_deaths': 'float32',\n",
    "#  'new_cases': 'float32',\n",
    "#  'new_deaths': 'float32'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# rolled time series for different time intervals in the format tsfresh requires\n",
    "\n",
    "# week_1_rolled_timeseries = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/feature_engineering/exhaustive_feature_extraction_prep/week_1_rolled_timeseries.csv')\n",
    "\n",
    "# week_2_rolled_timeseries = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/feature_engineering/exhaustive_feature_extraction_prep/week_2_rolled_timeseries.csv' )\n",
    "\n",
    "# week_4_rolled_timeseries = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/feature_engineering/exhaustive_feature_extraction_prep/week_4_rolled_timeseries.csv' )\n",
    "\n",
    "# week_6_rolled_timeseries = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/feature_engineering/exhaustive_feature_extraction_prep/week_6_rolled_timeseries.csv' )\n",
    "\n",
    "week_8_rolled_timeseries = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/feature_engineering/exhaustive_feature_extraction_prep/week_8_rolled_timeseries.csv' )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "feature_timeframe_dict = {1 : week_1_rolled_timeseries}, 2 : week_2_rolled_timeseries}, \n",
    "                          4 : week_4_rolled_timeseries, 6 : week_6_rolled_timeseries, 8 : week_6_rolled_timeseries}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def process_extracted_features(extracted_features, weeks_back):\n",
    "    \n",
    "    rename_dict = {val:(val + '_week_' + str(weeks_back)) for val in extracted_features.columns}\n",
    "\n",
    "    extracted_features = extracted_features.rename(rename_dict)\n",
    "    \n",
    "    index_reset = extracted_features.reset_index().id.apply(pd.Series)\n",
    "    \n",
    "    extracted_features.reset_index(drop = True, inplace=True)\n",
    "    \n",
    "    extracted_features['days_from'] = index_reset[0].map(int)\n",
    "    extracted_features['gov_iso'] = index_reset[1]\n",
    "    \n",
    "    extracted_features.days_from = extracted_features.days_from.map(int)\n",
    "    \n",
    "    extracted_features = extracted_features.merge(feature_timeseries[['days_from', 'date']].drop_duplicates(), on = ['days_from']).drop('days_from', axis=1)\n",
    "    \n",
    "    return (extracted_features)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "def extract_and_process_features(my_rolled_timeseries, weeks_back, column_id = 'id_col', column_sort = 'days_from'):\n",
    "    \n",
    "    rolled_timeseries = my_rolled_timeseries.drop(['date'], axis=1)\n",
    "        \n",
    "    extracted_features = extract_features(rolled_timeseries, column_id = column_id, column_sort = column_sort)\n",
    "    \n",
    "    impute(extracted_features)\n",
    "    \n",
    "    extracted_features = extracted_features.apply(pd.to_numeric, downcast = 'float')\n",
    "    \n",
    "    print (extracted_features.info(memory_usage='deep'))\n",
    "    \n",
    "    extracted_features.to_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_' + str(weeks_back) + '_unprocessed.csv.gz', compression='gzip', encoding='utf-8')\n",
    "    \n",
    "    processed_extracted_features = process_extracted_features(extracted_features, weeks_back)\n",
    "    \n",
    "    return (processed_extracted_features)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def extract_all_features(feature_timeframe_dict):\n",
    "    \n",
    "    extracted_feature_timeframe_list = []\n",
    "    \n",
    "    for key, val in feature_timeframe_dict.items():\n",
    "        \n",
    "        timeframe_extracted_features = extract_and_process_features(val, key, column_id = 'id_col', column_sort = 'days_from')\n",
    "        \n",
    "        extracted_feature_timeframe_list.append(timeframe_extracted_features)\n",
    "        \n",
    "        print (\"%d timeframes extracted\" % (len(extracted_feature_timeframe_list)))\n",
    "    \n",
    "    all_extracted_features = pd.concat(extracted_feature_timeframe_list, axis=1)\n",
    "    \n",
    "    return (all_extracted_features)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Feature Extraction: 100%|██████████████████████████████████████████████████████████████| 20/20 [28:05<00:00, 84.29s/it]\n",
      "WARNING:tsfresh.utilities.dataframe_functions:The columns ['fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"intercept\"'\n",
      " 'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"rvalue\"'\n",
      " 'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"slope\"'\n",
      " ... 'new_deaths__partial_autocorrelation__lag_9'\n",
      " 'new_deaths__spkt_welch_density__coeff_5'\n",
      " 'new_deaths__spkt_welch_density__coeff_8'] did not have any finite values. Filling with zeros.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Index: 5712 entries, ('0', 'YE-AB') to ('99', 'YE-TA')\n",
      "Columns: 9528 entries, fatalities__abs_energy to new_deaths__variance_larger_than_standard_deviation\n",
      "dtypes: float32(9528)\n",
      "memory usage: 208.0 MB\n",
      "None\n"
     ]
    },
    {
     "ename": "NameError",
     "evalue": "name 'weeks_back' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-11-72128e607d20>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mall_extracted_features\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mextract_all_features\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfeature_timeframe_dict\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m<ipython-input-10-ecd0c9aaaae8>\u001b[0m in \u001b[0;36mextract_all_features\u001b[1;34m(feature_timeframe_dict)\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[1;32mfor\u001b[0m \u001b[0mkey\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mval\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mfeature_timeframe_dict\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      6\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 7\u001b[1;33m         \u001b[0mtimeframe_extracted_features\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mextract_and_process_features\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mval\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcolumn_id\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'id_col'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcolumn_sort\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'days_from'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      8\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      9\u001b[0m         \u001b[0mextracted_feature_timeframe_list\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtimeframe_extracted_features\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m<ipython-input-9-4e165a6e521f>\u001b[0m in \u001b[0;36mextract_and_process_features\u001b[1;34m(my_rolled_timeseries, weeks_back, column_id, column_sort)\u001b[0m\n\u001b[0;32m     13\u001b[0m     \u001b[0mextracted_features\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mto_csv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_'\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mweeks_back\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;34m'_unprocessed.csv.gz'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcompression\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'gzip'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mencoding\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'utf-8'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     14\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 15\u001b[1;33m     \u001b[0mprocessed_extracted_features\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mprocess_extracted_features\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mextracted_features\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     16\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     17\u001b[0m     \u001b[1;32mreturn\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mprocessed_extracted_features\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m<ipython-input-8-2d3c43ae50fe>\u001b[0m in \u001b[0;36mprocess_extracted_features\u001b[1;34m(extracted_features)\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mprocess_extracted_features\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mextracted_features\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m     \u001b[0mrename_dict\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m{\u001b[0m\u001b[0mval\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mval\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;34m'_week_'\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mweeks_back\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mval\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mextracted_features\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0mextracted_features\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mextracted_features\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrename\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrename_dict\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m<ipython-input-8-2d3c43ae50fe>\u001b[0m in \u001b[0;36m<dictcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mprocess_extracted_features\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mextracted_features\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m     \u001b[0mrename_dict\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m{\u001b[0m\u001b[0mval\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mval\u001b[0m \u001b[1;33m+\u001b[0m \u001b[1;34m'_week_'\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mweeks_back\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mval\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mextracted_features\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0mextracted_features\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mextracted_features\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrename\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrename_dict\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mNameError\u001b[0m: name 'weeks_back' is not defined"
     ]
    }
   ],
   "source": [
    "all_extracted_features = extract_all_features(feature_timeframe_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "all_extracted_features.to_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_1.csv', index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "Feature Extraction:   0%|                                                                       | 0/20 [00:00<?, ?it/s]"
     ]
    }
   ],
   "source": [
    "#extracted_features_week_1 = extract_features(week_1_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "extracted_features_week_1 = extract_features(week_1_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')\n",
    "impute(extracted_features_week_1)\n",
    "\n",
    "extracted_features_week_2 = extract_features(week_2_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')\n",
    "impute(extracted_features_week_2)\n",
    "\n",
    "extracted_features_week_4 = extract_features(week_4_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')\n",
    "impute(extracted_features_week_4)\n",
    "\n",
    "extracted_features_week_6 = extract_features(week_6_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')\n",
    "impute(extracted_features_week_6)\n",
    "\n",
    "extracted_features_week_8 = extract_features(week_8_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')\n",
    "impute(extracted_features_week_8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Feature Extraction: 100%|██████████████████████████████████████████████████████████████| 20/20 [28:05<00:00, 84.30s/it]\n",
      "WARNING:tsfresh.utilities.dataframe_functions:The columns ['fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"'\n",
      " 'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"rvalue\"'\n",
      " 'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"slope\"'\n",
      " ... 'new_deaths__friedrich_coefficients__m_3__r_30__coeff_3'\n",
      " 'new_deaths__max_langevin_fixed_point__m_3__r_30'\n",
      " 'new_deaths__spkt_welch_density__coeff_8'] did not have any finite values. Filling with zeros.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Index: 5712 entries, ('0', 'YE-AB') to ('99', 'YE-TA')\n",
      "Columns: 9528 entries, fatalities__abs_energy to new_deaths__variance_larger_than_standard_deviation\n",
      "dtypes: float32(9528)\n",
      "memory usage: 208.0 MB\n",
      "None\n"
     ]
    }
   ],
   "source": [
    "extracted_features_week_2 = extract_features(week_2_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')\n",
    "\n",
    "impute(extracted_features_week_2)\n",
    "\n",
    "extracted_features_week_2 = extracted_features_week_2.apply(pd.to_numeric, downcast = 'float')\n",
    "\n",
    "print (extracted_features_week_2.info(memory_usage='deep'))\n",
    "\n",
    "extracted_features_week_2.to_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_2_unprocessed.csv.gz', compression='gzip', encoding='utf-8')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>variable</th>\n",
       "      <th>fatalities__abs_energy</th>\n",
       "      <th>fatalities__absolute_sum_of_changes</th>\n",
       "      <th>fatalities__agg_autocorrelation__f_agg_\"mean\"</th>\n",
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       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"</th>\n",
       "      <th>...</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_1</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_2</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_3</th>\n",
       "      <th>new_deaths__value_count__value_-inf</th>\n",
       "      <th>new_deaths__value_count__value_0</th>\n",
       "      <th>new_deaths__value_count__value_1</th>\n",
       "      <th>new_deaths__value_count__value_inf</th>\n",
       "      <th>new_deaths__value_count__value_nan</th>\n",
       "      <th>new_deaths__variance</th>\n",
       "      <th>new_deaths__variance_larger_than_standard_deviation</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
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       "      <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",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-AB')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-AD')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>('0', 'YE-AM')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-BA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-DA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-DH')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-HD-AL')</th>\n",
       "      <td>0.000000e+00</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-HJ')</th>\n",
       "      <td>1.773776e-07</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-HU')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-IB')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-JA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-LA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-MA')</th>\n",
       "      <td>3.467872e-05</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-MR')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-MW')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-RA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-SA')</th>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-SD')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-SH')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-SN')</th>\n",
       "      <td>3.702677e-08</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-TA')</th>\n",
       "      <td>9.296488e-09</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-AB')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-AD')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-AM')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-BA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-DA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-DH')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-HD-AL')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-HJ')</th>\n",
       "      <td>1.773776e-07</td>\n",
       "      <td>0.000421</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-HU')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-MA')</th>\n",
       "      <td>2.561602e-04</td>\n",
       "      <td>0.058496</td>\n",
       "      <td>-0.040915</td>\n",
       "      <td>-0.175434</td>\n",
       "      <td>0.186622</td>\n",
       "      <td>0.011778</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.003926</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.198509e-04</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-MR')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-MW')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>4.895790e-08</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-7.071697e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.024552e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-RA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-6.062273e-07</td>\n",
       "      <td>-7.164504e-07</td>\n",
       "      <td>-8.756617e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.744429e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-SA')</th>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.047107</td>\n",
       "      <td>-0.076998</td>\n",
       "      <td>0.011619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.001159</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.856186e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-SD')</th>\n",
       "      <td>1.786544e-07</td>\n",
       "      <td>0.001025</td>\n",
       "      <td>-0.025309</td>\n",
       "      <td>0.006793</td>\n",
       "      <td>0.021463</td>\n",
       "      <td>0.000410</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000410</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-SH')</th>\n",
       "      <td>3.690965e-05</td>\n",
       "      <td>0.013193</td>\n",
       "      <td>-0.093266</td>\n",
       "      <td>-0.067296</td>\n",
       "      <td>0.141368</td>\n",
       "      <td>0.002592</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000236</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-SN')</th>\n",
       "      <td>8.919750e-07</td>\n",
       "      <td>0.002194</td>\n",
       "      <td>-0.028638</td>\n",
       "      <td>0.049224</td>\n",
       "      <td>0.021943</td>\n",
       "      <td>0.000904</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000712</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-TA')</th>\n",
       "      <td>7.530155e-08</td>\n",
       "      <td>0.000554</td>\n",
       "      <td>-0.042026</td>\n",
       "      <td>-0.009500</td>\n",
       "      <td>0.140624</td>\n",
       "      <td>0.000106</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000010</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.499201e-08</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-AB')</th>\n",
       "      <td>4.246316e-07</td>\n",
       "      <td>0.000922</td>\n",
       "      <td>-0.020629</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.056961</td>\n",
       "      <td>0.000461</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000461</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.662269e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-AD')</th>\n",
       "      <td>7.145597e-09</td>\n",
       "      <td>0.000169</td>\n",
       "      <td>-0.042665</td>\n",
       "      <td>-0.072066</td>\n",
       "      <td>0.005930</td>\n",
       "      <td>0.000085</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000085</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>4.239235e-07</td>\n",
       "      <td>5.181287e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.866430e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-AM')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>5.422035e-08</td>\n",
       "      <td>6.407860e-08</td>\n",
       "      <td>7.831829e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.900852e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-BA')</th>\n",
       "      <td>3.401576e-05</td>\n",
       "      <td>0.012314</td>\n",
       "      <td>-0.036882</td>\n",
       "      <td>-0.046985</td>\n",
       "      <td>0.020392</td>\n",
       "      <td>0.005584</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.005012</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.909686e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-DA')</th>\n",
       "      <td>1.516617e-05</td>\n",
       "      <td>0.011015</td>\n",
       "      <td>-0.040102</td>\n",
       "      <td>-0.147727</td>\n",
       "      <td>0.089014</td>\n",
       "      <td>0.002754</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.713439e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-DH')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>3.934592e-09</td>\n",
       "      <td>4.649972e-09</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.632645e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-HD-AL')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-HJ')</th>\n",
       "      <td>7.788849e-07</td>\n",
       "      <td>0.002639</td>\n",
       "      <td>-0.058735</td>\n",
       "      <td>-0.137227</td>\n",
       "      <td>0.141990</td>\n",
       "      <td>0.000337</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000225</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.288884e-08</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.983105e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-HU')</th>\n",
       "      <td>3.988933e-09</td>\n",
       "      <td>0.000063</td>\n",
       "      <td>-0.177415</td>\n",
       "      <td>-0.072066</td>\n",
       "      <td>0.067304</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000063</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.058483e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-IB')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-9.000527e-09</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.242083e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-JA')</th>\n",
       "      <td>7.492541e-05</td>\n",
       "      <td>0.026378</td>\n",
       "      <td>0.102975</td>\n",
       "      <td>-0.129515</td>\n",
       "      <td>1.204716</td>\n",
       "      <td>0.005003</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-LA')</th>\n",
       "      <td>1.358345e-06</td>\n",
       "      <td>0.002331</td>\n",
       "      <td>-0.042665</td>\n",
       "      <td>-0.072066</td>\n",
       "      <td>0.005930</td>\n",
       "      <td>0.001165</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.001165</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.864769e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-MA')</th>\n",
       "      <td>2.782004e-04</td>\n",
       "      <td>0.057711</td>\n",
       "      <td>-0.027575</td>\n",
       "      <td>-0.241484</td>\n",
       "      <td>0.188485</td>\n",
       "      <td>0.011778</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.003926</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.198509e-04</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-MR')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-MW')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>4.895790e-08</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-7.071697e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.024552e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-RA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-7.164504e-07</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.336351e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-SA')</th>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.035406</td>\n",
       "      <td>-0.076998</td>\n",
       "      <td>0.013060</td>\n",
       "      <td>0.001159</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000942</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.373121e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-SD')</th>\n",
       "      <td>1.786544e-07</td>\n",
       "      <td>0.001025</td>\n",
       "      <td>-0.024939</td>\n",
       "      <td>0.058230</td>\n",
       "      <td>0.022917</td>\n",
       "      <td>0.000410</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000410</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-SH')</th>\n",
       "      <td>3.690965e-05</td>\n",
       "      <td>0.015549</td>\n",
       "      <td>0.025462</td>\n",
       "      <td>-0.005994</td>\n",
       "      <td>0.214112</td>\n",
       "      <td>0.002592</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000236</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-SN')</th>\n",
       "      <td>9.989824e-07</td>\n",
       "      <td>0.002521</td>\n",
       "      <td>-0.077372</td>\n",
       "      <td>-0.001055</td>\n",
       "      <td>0.030522</td>\n",
       "      <td>0.000904</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000577</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-TA')</th>\n",
       "      <td>6.505218e-08</td>\n",
       "      <td>0.000612</td>\n",
       "      <td>-0.086700</td>\n",
       "      <td>-0.135597</td>\n",
       "      <td>0.551374</td>\n",
       "      <td>0.000106</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-0.000010</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5712 rows × 9528 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "variable            fatalities__abs_energy  \\\n",
       "id                                           \n",
       "('0', 'YE-AB')                0.000000e+00   \n",
       "('0', 'YE-AD')                0.000000e+00   \n",
       "('0', 'YE-AM')                0.000000e+00   \n",
       "('0', 'YE-BA')                0.000000e+00   \n",
       "('0', 'YE-DA')                0.000000e+00   \n",
       "('0', 'YE-DH')                0.000000e+00   \n",
       "('0', 'YE-HD-AL')             0.000000e+00   \n",
       "('0', 'YE-HJ')                1.773776e-07   \n",
       "('0', 'YE-HU')                0.000000e+00   \n",
       "('0', 'YE-IB')                0.000000e+00   \n",
       "('0', 'YE-JA')                0.000000e+00   \n",
       "('0', 'YE-LA')                0.000000e+00   \n",
       "('0', 'YE-MA')                3.467872e-05   \n",
       "('0', 'YE-MR')                0.000000e+00   \n",
       "('0', 'YE-MW')                0.000000e+00   \n",
       "('0', 'YE-RA')                0.000000e+00   \n",
       "('0', 'YE-SA')                0.000000e+00   \n",
       "('0', 'YE-SD')                0.000000e+00   \n",
       "('0', 'YE-SH')                0.000000e+00   \n",
       "('0', 'YE-SN')                3.702677e-08   \n",
       "('0', 'YE-TA')                9.296488e-09   \n",
       "('1', 'YE-AB')                0.000000e+00   \n",
       "('1', 'YE-AD')                0.000000e+00   \n",
       "('1', 'YE-AM')                0.000000e+00   \n",
       "('1', 'YE-BA')                0.000000e+00   \n",
       "('1', 'YE-DA')                0.000000e+00   \n",
       "('1', 'YE-DH')                0.000000e+00   \n",
       "('1', 'YE-HD-AL')             0.000000e+00   \n",
       "('1', 'YE-HJ')                1.773776e-07   \n",
       "('1', 'YE-HU')                0.000000e+00   \n",
       "...                                    ...   \n",
       "('98', 'YE-MA')               2.561602e-04   \n",
       "('98', 'YE-MR')               0.000000e+00   \n",
       "('98', 'YE-MW')               0.000000e+00   \n",
       "('98', 'YE-RA')               0.000000e+00   \n",
       "('98', 'YE-SA')               1.391358e-06   \n",
       "('98', 'YE-SD')               1.786544e-07   \n",
       "('98', 'YE-SH')               3.690965e-05   \n",
       "('98', 'YE-SN')               8.919750e-07   \n",
       "('98', 'YE-TA')               7.530155e-08   \n",
       "('99', 'YE-AB')               4.246316e-07   \n",
       "('99', 'YE-AD')               7.145597e-09   \n",
       "('99', 'YE-AM')               0.000000e+00   \n",
       "('99', 'YE-BA')               3.401576e-05   \n",
       "('99', 'YE-DA')               1.516617e-05   \n",
       "('99', 'YE-DH')               0.000000e+00   \n",
       "('99', 'YE-HD-AL')            0.000000e+00   \n",
       "('99', 'YE-HJ')               7.788849e-07   \n",
       "('99', 'YE-HU')               3.988933e-09   \n",
       "('99', 'YE-IB')               0.000000e+00   \n",
       "('99', 'YE-JA')               7.492541e-05   \n",
       "('99', 'YE-LA')               1.358345e-06   \n",
       "('99', 'YE-MA')               2.782004e-04   \n",
       "('99', 'YE-MR')               0.000000e+00   \n",
       "('99', 'YE-MW')               0.000000e+00   \n",
       "('99', 'YE-RA')               0.000000e+00   \n",
       "('99', 'YE-SA')               1.391358e-06   \n",
       "('99', 'YE-SD')               1.786544e-07   \n",
       "('99', 'YE-SH')               3.690965e-05   \n",
       "('99', 'YE-SN')               9.989824e-07   \n",
       "('99', 'YE-TA')               6.505218e-08   \n",
       "\n",
       "variable            fatalities__absolute_sum_of_changes  \\\n",
       "id                                                        \n",
       "('0', 'YE-AB')                                 0.000000   \n",
       "('0', 'YE-AD')                                 0.000000   \n",
       "('0', 'YE-AM')                                 0.000000   \n",
       "('0', 'YE-BA')                                 0.000000   \n",
       "('0', 'YE-DA')                                 0.000000   \n",
       "('0', 'YE-DH')                                 0.000000   \n",
       "('0', 'YE-HD-AL')                              0.000000   \n",
       "('0', 'YE-HJ')                                 0.000000   \n",
       "('0', 'YE-HU')                                 0.000000   \n",
       "('0', 'YE-IB')                                 0.000000   \n",
       "('0', 'YE-JA')                                 0.000000   \n",
       "('0', 'YE-LA')                                 0.000000   \n",
       "('0', 'YE-MA')                                 0.000000   \n",
       "('0', 'YE-MR')                                 0.000000   \n",
       "('0', 'YE-MW')                                 0.000000   \n",
       "('0', 'YE-RA')                                 0.000000   \n",
       "('0', 'YE-SA')                                 0.000000   \n",
       "('0', 'YE-SD')                                 0.000000   \n",
       "('0', 'YE-SH')                                 0.000000   \n",
       "('0', 'YE-SN')                                 0.000000   \n",
       "('0', 'YE-TA')                                 0.000000   \n",
       "('1', 'YE-AB')                                 0.000000   \n",
       "('1', 'YE-AD')                                 0.000000   \n",
       "('1', 'YE-AM')                                 0.000000   \n",
       "('1', 'YE-BA')                                 0.000000   \n",
       "('1', 'YE-DA')                                 0.000000   \n",
       "('1', 'YE-DH')                                 0.000000   \n",
       "('1', 'YE-HD-AL')                              0.000000   \n",
       "('1', 'YE-HJ')                                 0.000421   \n",
       "('1', 'YE-HU')                                 0.000000   \n",
       "...                                                 ...   \n",
       "('98', 'YE-MA')                                0.058496   \n",
       "('98', 'YE-MR')                                0.000000   \n",
       "('98', 'YE-MW')                                0.000000   \n",
       "('98', 'YE-RA')                                0.000000   \n",
       "('98', 'YE-SA')                                0.002319   \n",
       "('98', 'YE-SD')                                0.001025   \n",
       "('98', 'YE-SH')                                0.013193   \n",
       "('98', 'YE-SN')                                0.002194   \n",
       "('98', 'YE-TA')                                0.000554   \n",
       "('99', 'YE-AB')                                0.000922   \n",
       "('99', 'YE-AD')                                0.000169   \n",
       "('99', 'YE-AM')                                0.000000   \n",
       "('99', 'YE-BA')                                0.012314   \n",
       "('99', 'YE-DA')                                0.011015   \n",
       "('99', 'YE-DH')                                0.000000   \n",
       "('99', 'YE-HD-AL')                             0.000000   \n",
       "('99', 'YE-HJ')                                0.002639   \n",
       "('99', 'YE-HU')                                0.000063   \n",
       "('99', 'YE-IB')                                0.000000   \n",
       "('99', 'YE-JA')                                0.026378   \n",
       "('99', 'YE-LA')                                0.002331   \n",
       "('99', 'YE-MA')                                0.057711   \n",
       "('99', 'YE-MR')                                0.000000   \n",
       "('99', 'YE-MW')                                0.000000   \n",
       "('99', 'YE-RA')                                0.000000   \n",
       "('99', 'YE-SA')                                0.002319   \n",
       "('99', 'YE-SD')                                0.001025   \n",
       "('99', 'YE-SH')                                0.015549   \n",
       "('99', 'YE-SN')                                0.002521   \n",
       "('99', 'YE-TA')                                0.000612   \n",
       "\n",
       "variable            fatalities__agg_autocorrelation__f_agg_\"mean\"  \\\n",
       "id                                                                  \n",
       "('0', 'YE-AB')                                           0.000000   \n",
       "('0', 'YE-AD')                                           0.000000   \n",
       "('0', 'YE-AM')                                           0.000000   \n",
       "('0', 'YE-BA')                                           0.000000   \n",
       "('0', 'YE-DA')                                           0.000000   \n",
       "('0', 'YE-DH')                                           0.000000   \n",
       "('0', 'YE-HD-AL')                                        0.000000   \n",
       "('0', 'YE-HJ')                                           0.000000   \n",
       "('0', 'YE-HU')                                           0.000000   \n",
       "('0', 'YE-IB')                                           0.000000   \n",
       "('0', 'YE-JA')                                           0.000000   \n",
       "('0', 'YE-LA')                                           0.000000   \n",
       "('0', 'YE-MA')                                           0.000000   \n",
       "('0', 'YE-MR')                                           0.000000   \n",
       "('0', 'YE-MW')                                           0.000000   \n",
       "('0', 'YE-RA')                                           0.000000   \n",
       "('0', 'YE-SA')                                           0.000000   \n",
       "('0', 'YE-SD')                                           0.000000   \n",
       "('0', 'YE-SH')                                           0.000000   \n",
       "('0', 'YE-SN')                                           0.000000   \n",
       "('0', 'YE-TA')                                           0.000000   \n",
       "('1', 'YE-AB')                                           0.000000   \n",
       "('1', 'YE-AD')                                           0.000000   \n",
       "('1', 'YE-AM')                                           0.000000   \n",
       "('1', 'YE-BA')                                           0.000000   \n",
       "('1', 'YE-DA')                                           0.000000   \n",
       "('1', 'YE-DH')                                           0.000000   \n",
       "('1', 'YE-HD-AL')                                        0.000000   \n",
       "('1', 'YE-HJ')                                          -1.000000   \n",
       "('1', 'YE-HU')                                           0.000000   \n",
       "...                                                           ...   \n",
       "('98', 'YE-MA')                                         -0.040915   \n",
       "('98', 'YE-MR')                                          0.000000   \n",
       "('98', 'YE-MW')                                          0.000000   \n",
       "('98', 'YE-RA')                                          0.000000   \n",
       "('98', 'YE-SA')                                         -0.047107   \n",
       "('98', 'YE-SD')                                         -0.025309   \n",
       "('98', 'YE-SH')                                         -0.093266   \n",
       "('98', 'YE-SN')                                         -0.028638   \n",
       "('98', 'YE-TA')                                         -0.042026   \n",
       "('99', 'YE-AB')                                         -0.020629   \n",
       "('99', 'YE-AD')                                         -0.042665   \n",
       "('99', 'YE-AM')                                          0.000000   \n",
       "('99', 'YE-BA')                                         -0.036882   \n",
       "('99', 'YE-DA')                                         -0.040102   \n",
       "('99', 'YE-DH')                                          0.000000   \n",
       "('99', 'YE-HD-AL')                                       0.000000   \n",
       "('99', 'YE-HJ')                                         -0.058735   \n",
       "('99', 'YE-HU')                                         -0.177415   \n",
       "('99', 'YE-IB')                                          0.000000   \n",
       "('99', 'YE-JA')                                          0.102975   \n",
       "('99', 'YE-LA')                                         -0.042665   \n",
       "('99', 'YE-MA')                                         -0.027575   \n",
       "('99', 'YE-MR')                                          0.000000   \n",
       "('99', 'YE-MW')                                          0.000000   \n",
       "('99', 'YE-RA')                                          0.000000   \n",
       "('99', 'YE-SA')                                         -0.035406   \n",
       "('99', 'YE-SD')                                         -0.024939   \n",
       "('99', 'YE-SH')                                          0.025462   \n",
       "('99', 'YE-SN')                                         -0.077372   \n",
       "('99', 'YE-TA')                                         -0.086700   \n",
       "\n",
       "variable            fatalities__agg_autocorrelation__f_agg_\"median\"  \\\n",
       "id                                                                    \n",
       "('0', 'YE-AB')                                             0.000000   \n",
       "('0', 'YE-AD')                                             0.000000   \n",
       "('0', 'YE-AM')                                             0.000000   \n",
       "('0', 'YE-BA')                                             0.000000   \n",
       "('0', 'YE-DA')                                             0.000000   \n",
       "('0', 'YE-DH')                                             0.000000   \n",
       "('0', 'YE-HD-AL')                                          0.000000   \n",
       "('0', 'YE-HJ')                                             0.000000   \n",
       "('0', 'YE-HU')                                             0.000000   \n",
       "('0', 'YE-IB')                                             0.000000   \n",
       "('0', 'YE-JA')                                             0.000000   \n",
       "('0', 'YE-LA')                                             0.000000   \n",
       "('0', 'YE-MA')                                             0.000000   \n",
       "('0', 'YE-MR')                                             0.000000   \n",
       "('0', 'YE-MW')                                             0.000000   \n",
       "('0', 'YE-RA')                                             0.000000   \n",
       "('0', 'YE-SA')                                             0.000000   \n",
       "('0', 'YE-SD')                                             0.000000   \n",
       "('0', 'YE-SH')                                             0.000000   \n",
       "('0', 'YE-SN')                                             0.000000   \n",
       "('0', 'YE-TA')                                             0.000000   \n",
       "('1', 'YE-AB')                                             0.000000   \n",
       "('1', 'YE-AD')                                             0.000000   \n",
       "('1', 'YE-AM')                                             0.000000   \n",
       "('1', 'YE-BA')                                             0.000000   \n",
       "('1', 'YE-DA')                                             0.000000   \n",
       "('1', 'YE-DH')                                             0.000000   \n",
       "('1', 'YE-HD-AL')                                          0.000000   \n",
       "('1', 'YE-HJ')                                            -1.000000   \n",
       "('1', 'YE-HU')                                             0.000000   \n",
       "...                                                             ...   \n",
       "('98', 'YE-MA')                                           -0.175434   \n",
       "('98', 'YE-MR')                                            0.000000   \n",
       "('98', 'YE-MW')                                            0.000000   \n",
       "('98', 'YE-RA')                                            0.000000   \n",
       "('98', 'YE-SA')                                           -0.076998   \n",
       "('98', 'YE-SD')                                            0.006793   \n",
       "('98', 'YE-SH')                                           -0.067296   \n",
       "('98', 'YE-SN')                                            0.049224   \n",
       "('98', 'YE-TA')                                           -0.009500   \n",
       "('99', 'YE-AB')                                            0.071429   \n",
       "('99', 'YE-AD')                                           -0.072066   \n",
       "('99', 'YE-AM')                                            0.000000   \n",
       "('99', 'YE-BA')                                           -0.046985   \n",
       "('99', 'YE-DA')                                           -0.147727   \n",
       "('99', 'YE-DH')                                            0.000000   \n",
       "('99', 'YE-HD-AL')                                         0.000000   \n",
       "('99', 'YE-HJ')                                           -0.137227   \n",
       "('99', 'YE-HU')                                           -0.072066   \n",
       "('99', 'YE-IB')                                            0.000000   \n",
       "('99', 'YE-JA')                                           -0.129515   \n",
       "('99', 'YE-LA')                                           -0.072066   \n",
       "('99', 'YE-MA')                                           -0.241484   \n",
       "('99', 'YE-MR')                                            0.000000   \n",
       "('99', 'YE-MW')                                            0.000000   \n",
       "('99', 'YE-RA')                                            0.000000   \n",
       "('99', 'YE-SA')                                           -0.076998   \n",
       "('99', 'YE-SD')                                            0.058230   \n",
       "('99', 'YE-SH')                                           -0.005994   \n",
       "('99', 'YE-SN')                                           -0.001055   \n",
       "('99', 'YE-TA')                                           -0.135597   \n",
       "\n",
       "variable            fatalities__agg_autocorrelation__f_agg_\"var\"  \\\n",
       "id                                                                 \n",
       "('0', 'YE-AB')                                          0.000000   \n",
       "('0', 'YE-AD')                                          0.000000   \n",
       "('0', 'YE-AM')                                          0.000000   \n",
       "('0', 'YE-BA')                                          0.000000   \n",
       "('0', 'YE-DA')                                          0.000000   \n",
       "('0', 'YE-DH')                                          0.000000   \n",
       "('0', 'YE-HD-AL')                                       0.000000   \n",
       "('0', 'YE-HJ')                                          0.000000   \n",
       "('0', 'YE-HU')                                          0.000000   \n",
       "('0', 'YE-IB')                                          0.000000   \n",
       "('0', 'YE-JA')                                          0.000000   \n",
       "('0', 'YE-LA')                                          0.000000   \n",
       "('0', 'YE-MA')                                          0.000000   \n",
       "('0', 'YE-MR')                                          0.000000   \n",
       "('0', 'YE-MW')                                          0.000000   \n",
       "('0', 'YE-RA')                                          0.000000   \n",
       "('0', 'YE-SA')                                          0.000000   \n",
       "('0', 'YE-SD')                                          0.000000   \n",
       "('0', 'YE-SH')                                          0.000000   \n",
       "('0', 'YE-SN')                                          0.000000   \n",
       "('0', 'YE-TA')                                          0.000000   \n",
       "('1', 'YE-AB')                                          0.000000   \n",
       "('1', 'YE-AD')                                          0.000000   \n",
       "('1', 'YE-AM')                                          0.000000   \n",
       "('1', 'YE-BA')                                          0.000000   \n",
       "('1', 'YE-DA')                                          0.000000   \n",
       "('1', 'YE-DH')                                          0.000000   \n",
       "('1', 'YE-HD-AL')                                       0.000000   \n",
       "('1', 'YE-HJ')                                          0.000000   \n",
       "('1', 'YE-HU')                                          0.000000   \n",
       "...                                                          ...   \n",
       "('98', 'YE-MA')                                         0.186622   \n",
       "('98', 'YE-MR')                                         0.000000   \n",
       "('98', 'YE-MW')                                         0.000000   \n",
       "('98', 'YE-RA')                                         0.000000   \n",
       "('98', 'YE-SA')                                         0.011619   \n",
       "('98', 'YE-SD')                                         0.021463   \n",
       "('98', 'YE-SH')                                         0.141368   \n",
       "('98', 'YE-SN')                                         0.021943   \n",
       "('98', 'YE-TA')                                         0.140624   \n",
       "('99', 'YE-AB')                                         0.056961   \n",
       "('99', 'YE-AD')                                         0.005930   \n",
       "('99', 'YE-AM')                                         0.000000   \n",
       "('99', 'YE-BA')                                         0.020392   \n",
       "('99', 'YE-DA')                                         0.089014   \n",
       "('99', 'YE-DH')                                         0.000000   \n",
       "('99', 'YE-HD-AL')                                      0.000000   \n",
       "('99', 'YE-HJ')                                         0.141990   \n",
       "('99', 'YE-HU')                                         0.067304   \n",
       "('99', 'YE-IB')                                         0.000000   \n",
       "('99', 'YE-JA')                                         1.204716   \n",
       "('99', 'YE-LA')                                         0.005930   \n",
       "('99', 'YE-MA')                                         0.188485   \n",
       "('99', 'YE-MR')                                         0.000000   \n",
       "('99', 'YE-MW')                                         0.000000   \n",
       "('99', 'YE-RA')                                         0.000000   \n",
       "('99', 'YE-SA')                                         0.013060   \n",
       "('99', 'YE-SD')                                         0.022917   \n",
       "('99', 'YE-SH')                                         0.214112   \n",
       "('99', 'YE-SN')                                         0.030522   \n",
       "('99', 'YE-TA')                                         0.551374   \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"intercept\"  \\\n",
       "id                                                                                              \n",
       "('0', 'YE-AB')                                               0.000125                           \n",
       "('0', 'YE-AD')                                               0.000125                           \n",
       "('0', 'YE-AM')                                               0.000125                           \n",
       "('0', 'YE-BA')                                               0.000125                           \n",
       "('0', 'YE-DA')                                               0.000125                           \n",
       "('0', 'YE-DH')                                               0.000125                           \n",
       "('0', 'YE-HD-AL')                                            0.000125                           \n",
       "('0', 'YE-HJ')                                               0.000125                           \n",
       "('0', 'YE-HU')                                               0.000125                           \n",
       "('0', 'YE-IB')                                               0.000125                           \n",
       "('0', 'YE-JA')                                               0.000125                           \n",
       "('0', 'YE-LA')                                               0.000125                           \n",
       "('0', 'YE-MA')                                               0.000125                           \n",
       "('0', 'YE-MR')                                               0.000125                           \n",
       "('0', 'YE-MW')                                               0.000125                           \n",
       "('0', 'YE-RA')                                               0.000125                           \n",
       "('0', 'YE-SA')                                               0.000125                           \n",
       "('0', 'YE-SD')                                               0.000125                           \n",
       "('0', 'YE-SH')                                               0.000125                           \n",
       "('0', 'YE-SN')                                               0.000125                           \n",
       "('0', 'YE-TA')                                               0.000125                           \n",
       "('1', 'YE-AB')                                               0.000125                           \n",
       "('1', 'YE-AD')                                               0.000125                           \n",
       "('1', 'YE-AM')                                               0.000125                           \n",
       "('1', 'YE-BA')                                               0.000125                           \n",
       "('1', 'YE-DA')                                               0.000125                           \n",
       "('1', 'YE-DH')                                               0.000125                           \n",
       "('1', 'YE-HD-AL')                                            0.000125                           \n",
       "('1', 'YE-HJ')                                               0.000125                           \n",
       "('1', 'YE-HU')                                               0.000125                           \n",
       "...                                                               ...                           \n",
       "('98', 'YE-MA')                                              0.011778                           \n",
       "('98', 'YE-MR')                                              0.000000                           \n",
       "('98', 'YE-MW')                                              0.000000                           \n",
       "('98', 'YE-RA')                                              0.000000                           \n",
       "('98', 'YE-SA')                                              0.000000                           \n",
       "('98', 'YE-SD')                                              0.000410                           \n",
       "('98', 'YE-SH')                                              0.002592                           \n",
       "('98', 'YE-SN')                                              0.000904                           \n",
       "('98', 'YE-TA')                                              0.000106                           \n",
       "('99', 'YE-AB')                                              0.000461                           \n",
       "('99', 'YE-AD')                                              0.000085                           \n",
       "('99', 'YE-AM')                                              0.000000                           \n",
       "('99', 'YE-BA')                                              0.005584                           \n",
       "('99', 'YE-DA')                                              0.002754                           \n",
       "('99', 'YE-DH')                                              0.000000                           \n",
       "('99', 'YE-HD-AL')                                           0.000000                           \n",
       "('99', 'YE-HJ')                                              0.000337                           \n",
       "('99', 'YE-HU')                                              0.000000                           \n",
       "('99', 'YE-IB')                                              0.000000                           \n",
       "('99', 'YE-JA')                                              0.005003                           \n",
       "('99', 'YE-LA')                                              0.001165                           \n",
       "('99', 'YE-MA')                                              0.011778                           \n",
       "('99', 'YE-MR')                                              0.000000                           \n",
       "('99', 'YE-MW')                                              0.000000                           \n",
       "('99', 'YE-RA')                                              0.000000                           \n",
       "('99', 'YE-SA')                                              0.001159                           \n",
       "('99', 'YE-SD')                                              0.000410                           \n",
       "('99', 'YE-SH')                                              0.002592                           \n",
       "('99', 'YE-SN')                                              0.000904                           \n",
       "('99', 'YE-TA')                                              0.000106                           \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"rvalue\"  \\\n",
       "id                                                                                           \n",
       "('0', 'YE-AB')                                                    0.0                        \n",
       "('0', 'YE-AD')                                                    0.0                        \n",
       "('0', 'YE-AM')                                                    0.0                        \n",
       "('0', 'YE-BA')                                                    0.0                        \n",
       "('0', 'YE-DA')                                                    0.0                        \n",
       "('0', 'YE-DH')                                                    0.0                        \n",
       "('0', 'YE-HD-AL')                                                 0.0                        \n",
       "('0', 'YE-HJ')                                                    0.0                        \n",
       "('0', 'YE-HU')                                                    0.0                        \n",
       "('0', 'YE-IB')                                                    0.0                        \n",
       "('0', 'YE-JA')                                                    0.0                        \n",
       "('0', 'YE-LA')                                                    0.0                        \n",
       "('0', 'YE-MA')                                                    0.0                        \n",
       "('0', 'YE-MR')                                                    0.0                        \n",
       "('0', 'YE-MW')                                                    0.0                        \n",
       "('0', 'YE-RA')                                                    0.0                        \n",
       "('0', 'YE-SA')                                                    0.0                        \n",
       "('0', 'YE-SD')                                                    0.0                        \n",
       "('0', 'YE-SH')                                                    0.0                        \n",
       "('0', 'YE-SN')                                                    0.0                        \n",
       "('0', 'YE-TA')                                                    0.0                        \n",
       "('1', 'YE-AB')                                                    0.0                        \n",
       "('1', 'YE-AD')                                                    0.0                        \n",
       "('1', 'YE-AM')                                                    0.0                        \n",
       "('1', 'YE-BA')                                                    0.0                        \n",
       "('1', 'YE-DA')                                                    0.0                        \n",
       "('1', 'YE-DH')                                                    0.0                        \n",
       "('1', 'YE-HD-AL')                                                 0.0                        \n",
       "('1', 'YE-HJ')                                                    0.0                        \n",
       "('1', 'YE-HU')                                                    0.0                        \n",
       "...                                                               ...                        \n",
       "('98', 'YE-MA')                                                  -1.0                        \n",
       "('98', 'YE-MR')                                                   0.0                        \n",
       "('98', 'YE-MW')                                                   0.0                        \n",
       "('98', 'YE-RA')                                                   0.0                        \n",
       "('98', 'YE-SA')                                                   1.0                        \n",
       "('98', 'YE-SD')                                                  -1.0                        \n",
       "('98', 'YE-SH')                                                   1.0                        \n",
       "('98', 'YE-SN')                                                  -1.0                        \n",
       "('98', 'YE-TA')                                                  -1.0                        \n",
       "('99', 'YE-AB')                                                  -1.0                        \n",
       "('99', 'YE-AD')                                                  -1.0                        \n",
       "('99', 'YE-AM')                                                   0.0                        \n",
       "('99', 'YE-BA')                                                  -1.0                        \n",
       "('99', 'YE-DA')                                                   0.0                        \n",
       "('99', 'YE-DH')                                                   0.0                        \n",
       "('99', 'YE-HD-AL')                                                0.0                        \n",
       "('99', 'YE-HJ')                                                   1.0                        \n",
       "('99', 'YE-HU')                                                   1.0                        \n",
       "('99', 'YE-IB')                                                   0.0                        \n",
       "('99', 'YE-JA')                                                  -1.0                        \n",
       "('99', 'YE-LA')                                                  -1.0                        \n",
       "('99', 'YE-MA')                                                  -1.0                        \n",
       "('99', 'YE-MR')                                                   0.0                        \n",
       "('99', 'YE-MW')                                                   0.0                        \n",
       "('99', 'YE-RA')                                                   0.0                        \n",
       "('99', 'YE-SA')                                                  -1.0                        \n",
       "('99', 'YE-SD')                                                  -1.0                        \n",
       "('99', 'YE-SH')                                                   1.0                        \n",
       "('99', 'YE-SN')                                                  -1.0                        \n",
       "('99', 'YE-TA')                                                  -1.0                        \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"slope\"  \\\n",
       "id                                                                                          \n",
       "('0', 'YE-AB')                                               0.000000                       \n",
       "('0', 'YE-AD')                                               0.000000                       \n",
       "('0', 'YE-AM')                                               0.000000                       \n",
       "('0', 'YE-BA')                                               0.000000                       \n",
       "('0', 'YE-DA')                                               0.000000                       \n",
       "('0', 'YE-DH')                                               0.000000                       \n",
       "('0', 'YE-HD-AL')                                            0.000000                       \n",
       "('0', 'YE-HJ')                                               0.000000                       \n",
       "('0', 'YE-HU')                                               0.000000                       \n",
       "('0', 'YE-IB')                                               0.000000                       \n",
       "('0', 'YE-JA')                                               0.000000                       \n",
       "('0', 'YE-LA')                                               0.000000                       \n",
       "('0', 'YE-MA')                                               0.000000                       \n",
       "('0', 'YE-MR')                                               0.000000                       \n",
       "('0', 'YE-MW')                                               0.000000                       \n",
       "('0', 'YE-RA')                                               0.000000                       \n",
       "('0', 'YE-SA')                                               0.000000                       \n",
       "('0', 'YE-SD')                                               0.000000                       \n",
       "('0', 'YE-SH')                                               0.000000                       \n",
       "('0', 'YE-SN')                                               0.000000                       \n",
       "('0', 'YE-TA')                                               0.000000                       \n",
       "('1', 'YE-AB')                                               0.000000                       \n",
       "('1', 'YE-AD')                                               0.000000                       \n",
       "('1', 'YE-AM')                                               0.000000                       \n",
       "('1', 'YE-BA')                                               0.000000                       \n",
       "('1', 'YE-DA')                                               0.000000                       \n",
       "('1', 'YE-DH')                                               0.000000                       \n",
       "('1', 'YE-HD-AL')                                            0.000000                       \n",
       "('1', 'YE-HJ')                                               0.000000                       \n",
       "('1', 'YE-HU')                                               0.000000                       \n",
       "...                                                               ...                       \n",
       "('98', 'YE-MA')                                             -0.003926                       \n",
       "('98', 'YE-MR')                                              0.000000                       \n",
       "('98', 'YE-MW')                                              0.000000                       \n",
       "('98', 'YE-RA')                                              0.000000                       \n",
       "('98', 'YE-SA')                                              0.001159                       \n",
       "('98', 'YE-SD')                                             -0.000410                       \n",
       "('98', 'YE-SH')                                              0.000236                       \n",
       "('98', 'YE-SN')                                             -0.000712                       \n",
       "('98', 'YE-TA')                                             -0.000010                       \n",
       "('99', 'YE-AB')                                             -0.000461                       \n",
       "('99', 'YE-AD')                                             -0.000085                       \n",
       "('99', 'YE-AM')                                              0.000000                       \n",
       "('99', 'YE-BA')                                             -0.005012                       \n",
       "('99', 'YE-DA')                                              0.000000                       \n",
       "('99', 'YE-DH')                                              0.000000                       \n",
       "('99', 'YE-HD-AL')                                           0.000000                       \n",
       "('99', 'YE-HJ')                                              0.000225                       \n",
       "('99', 'YE-HU')                                              0.000063                       \n",
       "('99', 'YE-IB')                                              0.000000                       \n",
       "('99', 'YE-JA')                                             -0.000455                       \n",
       "('99', 'YE-LA')                                             -0.001165                       \n",
       "('99', 'YE-MA')                                             -0.003926                       \n",
       "('99', 'YE-MR')                                              0.000000                       \n",
       "('99', 'YE-MW')                                              0.000000                       \n",
       "('99', 'YE-RA')                                              0.000000                       \n",
       "('99', 'YE-SA')                                             -0.000942                       \n",
       "('99', 'YE-SD')                                             -0.000410                       \n",
       "('99', 'YE-SH')                                              0.000236                       \n",
       "('99', 'YE-SN')                                             -0.000577                       \n",
       "('99', 'YE-TA')                                             -0.000010                       \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"stderr\"  \\\n",
       "id                                                                                           \n",
       "('0', 'YE-AB')                                                    0.0                        \n",
       "('0', 'YE-AD')                                                    0.0                        \n",
       "('0', 'YE-AM')                                                    0.0                        \n",
       "('0', 'YE-BA')                                                    0.0                        \n",
       "('0', 'YE-DA')                                                    0.0                        \n",
       "('0', 'YE-DH')                                                    0.0                        \n",
       "('0', 'YE-HD-AL')                                                 0.0                        \n",
       "('0', 'YE-HJ')                                                    0.0                        \n",
       "('0', 'YE-HU')                                                    0.0                        \n",
       "('0', 'YE-IB')                                                    0.0                        \n",
       "('0', 'YE-JA')                                                    0.0                        \n",
       "('0', 'YE-LA')                                                    0.0                        \n",
       "('0', 'YE-MA')                                                    0.0                        \n",
       "('0', 'YE-MR')                                                    0.0                        \n",
       "('0', 'YE-MW')                                                    0.0                        \n",
       "('0', 'YE-RA')                                                    0.0                        \n",
       "('0', 'YE-SA')                                                    0.0                        \n",
       "('0', 'YE-SD')                                                    0.0                        \n",
       "('0', 'YE-SH')                                                    0.0                        \n",
       "('0', 'YE-SN')                                                    0.0                        \n",
       "('0', 'YE-TA')                                                    0.0                        \n",
       "('1', 'YE-AB')                                                    0.0                        \n",
       "('1', 'YE-AD')                                                    0.0                        \n",
       "('1', 'YE-AM')                                                    0.0                        \n",
       "('1', 'YE-BA')                                                    0.0                        \n",
       "('1', 'YE-DA')                                                    0.0                        \n",
       "('1', 'YE-DH')                                                    0.0                        \n",
       "('1', 'YE-HD-AL')                                                 0.0                        \n",
       "('1', 'YE-HJ')                                                    0.0                        \n",
       "('1', 'YE-HU')                                                    0.0                        \n",
       "...                                                               ...                        \n",
       "('98', 'YE-MA')                                                   0.0                        \n",
       "('98', 'YE-MR')                                                   0.0                        \n",
       "('98', 'YE-MW')                                                   0.0                        \n",
       "('98', 'YE-RA')                                                   0.0                        \n",
       "('98', 'YE-SA')                                                   0.0                        \n",
       "('98', 'YE-SD')                                                   0.0                        \n",
       "('98', 'YE-SH')                                                   0.0                        \n",
       "('98', 'YE-SN')                                                   0.0                        \n",
       "('98', 'YE-TA')                                                   0.0                        \n",
       "('99', 'YE-AB')                                                   0.0                        \n",
       "('99', 'YE-AD')                                                   0.0                        \n",
       "('99', 'YE-AM')                                                   0.0                        \n",
       "('99', 'YE-BA')                                                   0.0                        \n",
       "('99', 'YE-DA')                                                   0.0                        \n",
       "('99', 'YE-DH')                                                   0.0                        \n",
       "('99', 'YE-HD-AL')                                                0.0                        \n",
       "('99', 'YE-HJ')                                                   0.0                        \n",
       "('99', 'YE-HU')                                                   0.0                        \n",
       "('99', 'YE-IB')                                                   0.0                        \n",
       "('99', 'YE-JA')                                                   0.0                        \n",
       "('99', 'YE-LA')                                                   0.0                        \n",
       "('99', 'YE-MA')                                                   0.0                        \n",
       "('99', 'YE-MR')                                                   0.0                        \n",
       "('99', 'YE-MW')                                                   0.0                        \n",
       "('99', 'YE-RA')                                                   0.0                        \n",
       "('99', 'YE-SA')                                                   0.0                        \n",
       "('99', 'YE-SD')                                                   0.0                        \n",
       "('99', 'YE-SH')                                                   0.0                        \n",
       "('99', 'YE-SN')                                                   0.0                        \n",
       "('99', 'YE-TA')                                                   0.0                        \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"  \\\n",
       "id                                                                                              \n",
       "('0', 'YE-AB')                                                    0.0                           \n",
       "('0', 'YE-AD')                                                    0.0                           \n",
       "('0', 'YE-AM')                                                    0.0                           \n",
       "('0', 'YE-BA')                                                    0.0                           \n",
       "('0', 'YE-DA')                                                    0.0                           \n",
       "('0', 'YE-DH')                                                    0.0                           \n",
       "('0', 'YE-HD-AL')                                                 0.0                           \n",
       "('0', 'YE-HJ')                                                    0.0                           \n",
       "('0', 'YE-HU')                                                    0.0                           \n",
       "('0', 'YE-IB')                                                    0.0                           \n",
       "('0', 'YE-JA')                                                    0.0                           \n",
       "('0', 'YE-LA')                                                    0.0                           \n",
       "('0', 'YE-MA')                                                    0.0                           \n",
       "('0', 'YE-MR')                                                    0.0                           \n",
       "('0', 'YE-MW')                                                    0.0                           \n",
       "('0', 'YE-RA')                                                    0.0                           \n",
       "('0', 'YE-SA')                                                    0.0                           \n",
       "('0', 'YE-SD')                                                    0.0                           \n",
       "('0', 'YE-SH')                                                    0.0                           \n",
       "('0', 'YE-SN')                                                    0.0                           \n",
       "('0', 'YE-TA')                                                    0.0                           \n",
       "('1', 'YE-AB')                                                    0.0                           \n",
       "('1', 'YE-AD')                                                    0.0                           \n",
       "('1', 'YE-AM')                                                    0.0                           \n",
       "('1', 'YE-BA')                                                    0.0                           \n",
       "('1', 'YE-DA')                                                    0.0                           \n",
       "('1', 'YE-DH')                                                    0.0                           \n",
       "('1', 'YE-HD-AL')                                                 0.0                           \n",
       "('1', 'YE-HJ')                                                    0.0                           \n",
       "('1', 'YE-HU')                                                    0.0                           \n",
       "...                                                               ...                           \n",
       "('98', 'YE-MA')                                                   0.0                           \n",
       "('98', 'YE-MR')                                                   0.0                           \n",
       "('98', 'YE-MW')                                                   0.0                           \n",
       "('98', 'YE-RA')                                                   0.0                           \n",
       "('98', 'YE-SA')                                                   0.0                           \n",
       "('98', 'YE-SD')                                                   0.0                           \n",
       "('98', 'YE-SH')                                                   0.0                           \n",
       "('98', 'YE-SN')                                                   0.0                           \n",
       "('98', 'YE-TA')                                                   0.0                           \n",
       "('99', 'YE-AB')                                                   0.0                           \n",
       "('99', 'YE-AD')                                                   0.0                           \n",
       "('99', 'YE-AM')                                                   0.0                           \n",
       "('99', 'YE-BA')                                                   0.0                           \n",
       "('99', 'YE-DA')                                                   0.0                           \n",
       "('99', 'YE-DH')                                                   0.0                           \n",
       "('99', 'YE-HD-AL')                                                0.0                           \n",
       "('99', 'YE-HJ')                                                   0.0                           \n",
       "('99', 'YE-HU')                                                   0.0                           \n",
       "('99', 'YE-IB')                                                   0.0                           \n",
       "('99', 'YE-JA')                                                   0.0                           \n",
       "('99', 'YE-LA')                                                   0.0                           \n",
       "('99', 'YE-MA')                                                   0.0                           \n",
       "('99', 'YE-MR')                                                   0.0                           \n",
       "('99', 'YE-MW')                                                   0.0                           \n",
       "('99', 'YE-RA')                                                   0.0                           \n",
       "('99', 'YE-SA')                                                   0.0                           \n",
       "('99', 'YE-SD')                                                   0.0                           \n",
       "('99', 'YE-SH')                                                   0.0                           \n",
       "('99', 'YE-SN')                                                   0.0                           \n",
       "('99', 'YE-TA')                                                   0.0                           \n",
       "\n",
       "variable                                   ...                           \\\n",
       "id                                         ...                            \n",
       "('0', 'YE-AB')                             ...                            \n",
       "('0', 'YE-AD')                             ...                            \n",
       "('0', 'YE-AM')                             ...                            \n",
       "('0', 'YE-BA')                             ...                            \n",
       "('0', 'YE-DA')                             ...                            \n",
       "('0', 'YE-DH')                             ...                            \n",
       "('0', 'YE-HD-AL')                          ...                            \n",
       "('0', 'YE-HJ')                             ...                            \n",
       "('0', 'YE-HU')                             ...                            \n",
       "('0', 'YE-IB')                             ...                            \n",
       "('0', 'YE-JA')                             ...                            \n",
       "('0', 'YE-LA')                             ...                            \n",
       "('0', 'YE-MA')                             ...                            \n",
       "('0', 'YE-MR')                             ...                            \n",
       "('0', 'YE-MW')                             ...                            \n",
       "('0', 'YE-RA')                             ...                            \n",
       "('0', 'YE-SA')                             ...                            \n",
       "('0', 'YE-SD')                             ...                            \n",
       "('0', 'YE-SH')                             ...                            \n",
       "('0', 'YE-SN')                             ...                            \n",
       "('0', 'YE-TA')                             ...                            \n",
       "('1', 'YE-AB')                             ...                            \n",
       "('1', 'YE-AD')                             ...                            \n",
       "('1', 'YE-AM')                             ...                            \n",
       "('1', 'YE-BA')                             ...                            \n",
       "('1', 'YE-DA')                             ...                            \n",
       "('1', 'YE-DH')                             ...                            \n",
       "('1', 'YE-HD-AL')                          ...                            \n",
       "('1', 'YE-HJ')                             ...                            \n",
       "('1', 'YE-HU')                             ...                            \n",
       "...                                        ...                            \n",
       "('98', 'YE-MA')                            ...                            \n",
       "('98', 'YE-MR')                            ...                            \n",
       "('98', 'YE-MW')                            ...                            \n",
       "('98', 'YE-RA')                            ...                            \n",
       "('98', 'YE-SA')                            ...                            \n",
       "('98', 'YE-SD')                            ...                            \n",
       "('98', 'YE-SH')                            ...                            \n",
       "('98', 'YE-SN')                            ...                            \n",
       "('98', 'YE-TA')                            ...                            \n",
       "('99', 'YE-AB')                            ...                            \n",
       "('99', 'YE-AD')                            ...                            \n",
       "('99', 'YE-AM')                            ...                            \n",
       "('99', 'YE-BA')                            ...                            \n",
       "('99', 'YE-DA')                            ...                            \n",
       "('99', 'YE-DH')                            ...                            \n",
       "('99', 'YE-HD-AL')                         ...                            \n",
       "('99', 'YE-HJ')                            ...                            \n",
       "('99', 'YE-HU')                            ...                            \n",
       "('99', 'YE-IB')                            ...                            \n",
       "('99', 'YE-JA')                            ...                            \n",
       "('99', 'YE-LA')                            ...                            \n",
       "('99', 'YE-MA')                            ...                            \n",
       "('99', 'YE-MR')                            ...                            \n",
       "('99', 'YE-MW')                            ...                            \n",
       "('99', 'YE-RA')                            ...                            \n",
       "('99', 'YE-SA')                            ...                            \n",
       "('99', 'YE-SD')                            ...                            \n",
       "('99', 'YE-SH')                            ...                            \n",
       "('99', 'YE-SN')                            ...                            \n",
       "('99', 'YE-TA')                            ...                            \n",
       "\n",
       "variable            new_deaths__time_reversal_asymmetry_statistic__lag_1  \\\n",
       "id                                                                         \n",
       "('0', 'YE-AB')                                           0.000000e+00      \n",
       "('0', 'YE-AD')                                           0.000000e+00      \n",
       "('0', 'YE-AM')                                           0.000000e+00      \n",
       "('0', 'YE-BA')                                           0.000000e+00      \n",
       "('0', 'YE-DA')                                           0.000000e+00      \n",
       "('0', 'YE-DH')                                           0.000000e+00      \n",
       "('0', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('0', 'YE-HJ')                                           0.000000e+00      \n",
       "('0', 'YE-HU')                                           0.000000e+00      \n",
       "('0', 'YE-IB')                                           0.000000e+00      \n",
       "('0', 'YE-JA')                                           0.000000e+00      \n",
       "('0', 'YE-LA')                                           0.000000e+00      \n",
       "('0', 'YE-MA')                                           0.000000e+00      \n",
       "('0', 'YE-MR')                                           0.000000e+00      \n",
       "('0', 'YE-MW')                                           0.000000e+00      \n",
       "('0', 'YE-RA')                                           0.000000e+00      \n",
       "('0', 'YE-SA')                                           0.000000e+00      \n",
       "('0', 'YE-SD')                                           0.000000e+00      \n",
       "('0', 'YE-SH')                                           0.000000e+00      \n",
       "('0', 'YE-SN')                                           0.000000e+00      \n",
       "('0', 'YE-TA')                                           0.000000e+00      \n",
       "('1', 'YE-AB')                                           0.000000e+00      \n",
       "('1', 'YE-AD')                                           0.000000e+00      \n",
       "('1', 'YE-AM')                                           0.000000e+00      \n",
       "('1', 'YE-BA')                                           0.000000e+00      \n",
       "('1', 'YE-DA')                                           0.000000e+00      \n",
       "('1', 'YE-DH')                                           0.000000e+00      \n",
       "('1', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('1', 'YE-HJ')                                           0.000000e+00      \n",
       "('1', 'YE-HU')                                           0.000000e+00      \n",
       "...                                                               ...      \n",
       "('98', 'YE-MA')                                          0.000000e+00      \n",
       "('98', 'YE-MR')                                          0.000000e+00      \n",
       "('98', 'YE-MW')                                          4.895790e-08      \n",
       "('98', 'YE-RA')                                         -6.062273e-07      \n",
       "('98', 'YE-SA')                                          0.000000e+00      \n",
       "('98', 'YE-SD')                                          0.000000e+00      \n",
       "('98', 'YE-SH')                                          0.000000e+00      \n",
       "('98', 'YE-SN')                                          0.000000e+00      \n",
       "('98', 'YE-TA')                                          0.000000e+00      \n",
       "('99', 'YE-AB')                                          0.000000e+00      \n",
       "('99', 'YE-AD')                                          0.000000e+00      \n",
       "('99', 'YE-AM')                                          5.422035e-08      \n",
       "('99', 'YE-BA')                                          0.000000e+00      \n",
       "('99', 'YE-DA')                                          0.000000e+00      \n",
       "('99', 'YE-DH')                                          3.934592e-09      \n",
       "('99', 'YE-HD-AL')                                       0.000000e+00      \n",
       "('99', 'YE-HJ')                                         -2.288884e-08      \n",
       "('99', 'YE-HU')                                          0.000000e+00      \n",
       "('99', 'YE-IB')                                         -9.000527e-09      \n",
       "('99', 'YE-JA')                                          0.000000e+00      \n",
       "('99', 'YE-LA')                                          0.000000e+00      \n",
       "('99', 'YE-MA')                                          0.000000e+00      \n",
       "('99', 'YE-MR')                                          0.000000e+00      \n",
       "('99', 'YE-MW')                                          4.895790e-08      \n",
       "('99', 'YE-RA')                                          0.000000e+00      \n",
       "('99', 'YE-SA')                                          0.000000e+00      \n",
       "('99', 'YE-SD')                                          0.000000e+00      \n",
       "('99', 'YE-SH')                                          0.000000e+00      \n",
       "('99', 'YE-SN')                                          0.000000e+00      \n",
       "('99', 'YE-TA')                                          0.000000e+00      \n",
       "\n",
       "variable            new_deaths__time_reversal_asymmetry_statistic__lag_2  \\\n",
       "id                                                                         \n",
       "('0', 'YE-AB')                                           0.000000e+00      \n",
       "('0', 'YE-AD')                                           0.000000e+00      \n",
       "('0', 'YE-AM')                                           0.000000e+00      \n",
       "('0', 'YE-BA')                                           0.000000e+00      \n",
       "('0', 'YE-DA')                                           0.000000e+00      \n",
       "('0', 'YE-DH')                                           0.000000e+00      \n",
       "('0', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('0', 'YE-HJ')                                           0.000000e+00      \n",
       "('0', 'YE-HU')                                           0.000000e+00      \n",
       "('0', 'YE-IB')                                           0.000000e+00      \n",
       "('0', 'YE-JA')                                           0.000000e+00      \n",
       "('0', 'YE-LA')                                           0.000000e+00      \n",
       "('0', 'YE-MA')                                           0.000000e+00      \n",
       "('0', 'YE-MR')                                           0.000000e+00      \n",
       "('0', 'YE-MW')                                           0.000000e+00      \n",
       "('0', 'YE-RA')                                           0.000000e+00      \n",
       "('0', 'YE-SA')                                           0.000000e+00      \n",
       "('0', 'YE-SD')                                           0.000000e+00      \n",
       "('0', 'YE-SH')                                           0.000000e+00      \n",
       "('0', 'YE-SN')                                           0.000000e+00      \n",
       "('0', 'YE-TA')                                           0.000000e+00      \n",
       "('1', 'YE-AB')                                           0.000000e+00      \n",
       "('1', 'YE-AD')                                           0.000000e+00      \n",
       "('1', 'YE-AM')                                           0.000000e+00      \n",
       "('1', 'YE-BA')                                           0.000000e+00      \n",
       "('1', 'YE-DA')                                           0.000000e+00      \n",
       "('1', 'YE-DH')                                           0.000000e+00      \n",
       "('1', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('1', 'YE-HJ')                                           0.000000e+00      \n",
       "('1', 'YE-HU')                                           0.000000e+00      \n",
       "...                                                               ...      \n",
       "('98', 'YE-MA')                                          0.000000e+00      \n",
       "('98', 'YE-MR')                                          0.000000e+00      \n",
       "('98', 'YE-MW')                                          0.000000e+00      \n",
       "('98', 'YE-RA')                                         -7.164504e-07      \n",
       "('98', 'YE-SA')                                          0.000000e+00      \n",
       "('98', 'YE-SD')                                          0.000000e+00      \n",
       "('98', 'YE-SH')                                          0.000000e+00      \n",
       "('98', 'YE-SN')                                          0.000000e+00      \n",
       "('98', 'YE-TA')                                          0.000000e+00      \n",
       "('99', 'YE-AB')                                          0.000000e+00      \n",
       "('99', 'YE-AD')                                          4.239235e-07      \n",
       "('99', 'YE-AM')                                          6.407860e-08      \n",
       "('99', 'YE-BA')                                          0.000000e+00      \n",
       "('99', 'YE-DA')                                          0.000000e+00      \n",
       "('99', 'YE-DH')                                          4.649972e-09      \n",
       "('99', 'YE-HD-AL')                                       0.000000e+00      \n",
       "('99', 'YE-HJ')                                          0.000000e+00      \n",
       "('99', 'YE-HU')                                          0.000000e+00      \n",
       "('99', 'YE-IB')                                          0.000000e+00      \n",
       "('99', 'YE-JA')                                          0.000000e+00      \n",
       "('99', 'YE-LA')                                          0.000000e+00      \n",
       "('99', 'YE-MA')                                          0.000000e+00      \n",
       "('99', 'YE-MR')                                          0.000000e+00      \n",
       "('99', 'YE-MW')                                          0.000000e+00      \n",
       "('99', 'YE-RA')                                         -7.164504e-07      \n",
       "('99', 'YE-SA')                                          0.000000e+00      \n",
       "('99', 'YE-SD')                                          0.000000e+00      \n",
       "('99', 'YE-SH')                                          0.000000e+00      \n",
       "('99', 'YE-SN')                                          0.000000e+00      \n",
       "('99', 'YE-TA')                                          0.000000e+00      \n",
       "\n",
       "variable            new_deaths__time_reversal_asymmetry_statistic__lag_3  \\\n",
       "id                                                                         \n",
       "('0', 'YE-AB')                                           0.000000e+00      \n",
       "('0', 'YE-AD')                                           0.000000e+00      \n",
       "('0', 'YE-AM')                                           0.000000e+00      \n",
       "('0', 'YE-BA')                                           0.000000e+00      \n",
       "('0', 'YE-DA')                                           0.000000e+00      \n",
       "('0', 'YE-DH')                                           0.000000e+00      \n",
       "('0', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('0', 'YE-HJ')                                           0.000000e+00      \n",
       "('0', 'YE-HU')                                           0.000000e+00      \n",
       "('0', 'YE-IB')                                           0.000000e+00      \n",
       "('0', 'YE-JA')                                           0.000000e+00      \n",
       "('0', 'YE-LA')                                           0.000000e+00      \n",
       "('0', 'YE-MA')                                           0.000000e+00      \n",
       "('0', 'YE-MR')                                           0.000000e+00      \n",
       "('0', 'YE-MW')                                           0.000000e+00      \n",
       "('0', 'YE-RA')                                           0.000000e+00      \n",
       "('0', 'YE-SA')                                           0.000000e+00      \n",
       "('0', 'YE-SD')                                           0.000000e+00      \n",
       "('0', 'YE-SH')                                           0.000000e+00      \n",
       "('0', 'YE-SN')                                           0.000000e+00      \n",
       "('0', 'YE-TA')                                           0.000000e+00      \n",
       "('1', 'YE-AB')                                           0.000000e+00      \n",
       "('1', 'YE-AD')                                           0.000000e+00      \n",
       "('1', 'YE-AM')                                           0.000000e+00      \n",
       "('1', 'YE-BA')                                           0.000000e+00      \n",
       "('1', 'YE-DA')                                           0.000000e+00      \n",
       "('1', 'YE-DH')                                           0.000000e+00      \n",
       "('1', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('1', 'YE-HJ')                                           0.000000e+00      \n",
       "('1', 'YE-HU')                                           0.000000e+00      \n",
       "...                                                               ...      \n",
       "('98', 'YE-MA')                                          0.000000e+00      \n",
       "('98', 'YE-MR')                                          0.000000e+00      \n",
       "('98', 'YE-MW')                                         -7.071697e-08      \n",
       "('98', 'YE-RA')                                         -8.756617e-07      \n",
       "('98', 'YE-SA')                                          0.000000e+00      \n",
       "('98', 'YE-SD')                                          0.000000e+00      \n",
       "('98', 'YE-SH')                                          0.000000e+00      \n",
       "('98', 'YE-SN')                                          0.000000e+00      \n",
       "('98', 'YE-TA')                                          0.000000e+00      \n",
       "('99', 'YE-AB')                                          0.000000e+00      \n",
       "('99', 'YE-AD')                                          5.181287e-07      \n",
       "('99', 'YE-AM')                                          7.831829e-08      \n",
       "('99', 'YE-BA')                                          0.000000e+00      \n",
       "('99', 'YE-DA')                                          0.000000e+00      \n",
       "('99', 'YE-DH')                                          0.000000e+00      \n",
       "('99', 'YE-HD-AL')                                       0.000000e+00      \n",
       "('99', 'YE-HJ')                                          0.000000e+00      \n",
       "('99', 'YE-HU')                                          0.000000e+00      \n",
       "('99', 'YE-IB')                                          0.000000e+00      \n",
       "('99', 'YE-JA')                                          0.000000e+00      \n",
       "('99', 'YE-LA')                                          0.000000e+00      \n",
       "('99', 'YE-MA')                                          0.000000e+00      \n",
       "('99', 'YE-MR')                                          0.000000e+00      \n",
       "('99', 'YE-MW')                                         -7.071697e-08      \n",
       "('99', 'YE-RA')                                          0.000000e+00      \n",
       "('99', 'YE-SA')                                          0.000000e+00      \n",
       "('99', 'YE-SD')                                          0.000000e+00      \n",
       "('99', 'YE-SH')                                          0.000000e+00      \n",
       "('99', 'YE-SN')                                          0.000000e+00      \n",
       "('99', 'YE-TA')                                          0.000000e+00      \n",
       "\n",
       "variable            new_deaths__value_count__value_-inf  \\\n",
       "id                                                        \n",
       "('0', 'YE-AB')                                      0.0   \n",
       "('0', 'YE-AD')                                      0.0   \n",
       "('0', 'YE-AM')                                      0.0   \n",
       "('0', 'YE-BA')                                      0.0   \n",
       "('0', 'YE-DA')                                      0.0   \n",
       "('0', 'YE-DH')                                      0.0   \n",
       "('0', 'YE-HD-AL')                                   0.0   \n",
       "('0', 'YE-HJ')                                      0.0   \n",
       "('0', 'YE-HU')                                      0.0   \n",
       "('0', 'YE-IB')                                      0.0   \n",
       "('0', 'YE-JA')                                      0.0   \n",
       "('0', 'YE-LA')                                      0.0   \n",
       "('0', 'YE-MA')                                      0.0   \n",
       "('0', 'YE-MR')                                      0.0   \n",
       "('0', 'YE-MW')                                      0.0   \n",
       "('0', 'YE-RA')                                      0.0   \n",
       "('0', 'YE-SA')                                      0.0   \n",
       "('0', 'YE-SD')                                      0.0   \n",
       "('0', 'YE-SH')                                      0.0   \n",
       "('0', 'YE-SN')                                      0.0   \n",
       "('0', 'YE-TA')                                      0.0   \n",
       "('1', 'YE-AB')                                      0.0   \n",
       "('1', 'YE-AD')                                      0.0   \n",
       "('1', 'YE-AM')                                      0.0   \n",
       "('1', 'YE-BA')                                      0.0   \n",
       "('1', 'YE-DA')                                      0.0   \n",
       "('1', 'YE-DH')                                      0.0   \n",
       "('1', 'YE-HD-AL')                                   0.0   \n",
       "('1', 'YE-HJ')                                      0.0   \n",
       "('1', 'YE-HU')                                      0.0   \n",
       "...                                                 ...   \n",
       "('98', 'YE-MA')                                     0.0   \n",
       "('98', 'YE-MR')                                     0.0   \n",
       "('98', 'YE-MW')                                     0.0   \n",
       "('98', 'YE-RA')                                     0.0   \n",
       "('98', 'YE-SA')                                     0.0   \n",
       "('98', 'YE-SD')                                     0.0   \n",
       "('98', 'YE-SH')                                     0.0   \n",
       "('98', 'YE-SN')                                     0.0   \n",
       "('98', 'YE-TA')                                     0.0   \n",
       "('99', 'YE-AB')                                     0.0   \n",
       "('99', 'YE-AD')                                     0.0   \n",
       "('99', 'YE-AM')                                     0.0   \n",
       "('99', 'YE-BA')                                     0.0   \n",
       "('99', 'YE-DA')                                     0.0   \n",
       "('99', 'YE-DH')                                     0.0   \n",
       "('99', 'YE-HD-AL')                                  0.0   \n",
       "('99', 'YE-HJ')                                     0.0   \n",
       "('99', 'YE-HU')                                     0.0   \n",
       "('99', 'YE-IB')                                     0.0   \n",
       "('99', 'YE-JA')                                     0.0   \n",
       "('99', 'YE-LA')                                     0.0   \n",
       "('99', 'YE-MA')                                     0.0   \n",
       "('99', 'YE-MR')                                     0.0   \n",
       "('99', 'YE-MW')                                     0.0   \n",
       "('99', 'YE-RA')                                     0.0   \n",
       "('99', 'YE-SA')                                     0.0   \n",
       "('99', 'YE-SD')                                     0.0   \n",
       "('99', 'YE-SH')                                     0.0   \n",
       "('99', 'YE-SN')                                     0.0   \n",
       "('99', 'YE-TA')                                     0.0   \n",
       "\n",
       "variable            new_deaths__value_count__value_0  \\\n",
       "id                                                     \n",
       "('0', 'YE-AB')                                   0.0   \n",
       "('0', 'YE-AD')                                   1.0   \n",
       "('0', 'YE-AM')                                   0.0   \n",
       "('0', 'YE-BA')                                   0.0   \n",
       "('0', 'YE-DA')                                   0.0   \n",
       "('0', 'YE-DH')                                   0.0   \n",
       "('0', 'YE-HD-AL')                                1.0   \n",
       "('0', 'YE-HJ')                                   0.0   \n",
       "('0', 'YE-HU')                                   0.0   \n",
       "('0', 'YE-IB')                                   0.0   \n",
       "('0', 'YE-JA')                                   1.0   \n",
       "('0', 'YE-LA')                                   0.0   \n",
       "('0', 'YE-MA')                                   0.0   \n",
       "('0', 'YE-MR')                                   1.0   \n",
       "('0', 'YE-MW')                                   0.0   \n",
       "('0', 'YE-RA')                                   0.0   \n",
       "('0', 'YE-SA')                                   0.0   \n",
       "('0', 'YE-SD')                                   1.0   \n",
       "('0', 'YE-SH')                                   1.0   \n",
       "('0', 'YE-SN')                                   0.0   \n",
       "('0', 'YE-TA')                                   0.0   \n",
       "('1', 'YE-AB')                                   0.0   \n",
       "('1', 'YE-AD')                                   2.0   \n",
       "('1', 'YE-AM')                                   0.0   \n",
       "('1', 'YE-BA')                                   0.0   \n",
       "('1', 'YE-DA')                                   0.0   \n",
       "('1', 'YE-DH')                                   0.0   \n",
       "('1', 'YE-HD-AL')                                2.0   \n",
       "('1', 'YE-HJ')                                   0.0   \n",
       "('1', 'YE-HU')                                   0.0   \n",
       "...                                              ...   \n",
       "('98', 'YE-MA')                                 14.0   \n",
       "('98', 'YE-MR')                                 15.0   \n",
       "('98', 'YE-MW')                                 10.0   \n",
       "('98', 'YE-RA')                                 11.0   \n",
       "('98', 'YE-SA')                                 12.0   \n",
       "('98', 'YE-SD')                                 15.0   \n",
       "('98', 'YE-SH')                                 15.0   \n",
       "('98', 'YE-SN')                                 15.0   \n",
       "('98', 'YE-TA')                                 14.0   \n",
       "('99', 'YE-AB')                                 13.0   \n",
       "('99', 'YE-AD')                                 12.0   \n",
       "('99', 'YE-AM')                                  9.0   \n",
       "('99', 'YE-BA')                                 14.0   \n",
       "('99', 'YE-DA')                                 14.0   \n",
       "('99', 'YE-DH')                                 10.0   \n",
       "('99', 'YE-HD-AL')                              15.0   \n",
       "('99', 'YE-HJ')                                 11.0   \n",
       "('99', 'YE-HU')                                 13.0   \n",
       "('99', 'YE-IB')                                 10.0   \n",
       "('99', 'YE-JA')                                 15.0   \n",
       "('99', 'YE-LA')                                 12.0   \n",
       "('99', 'YE-MA')                                 14.0   \n",
       "('99', 'YE-MR')                                 15.0   \n",
       "('99', 'YE-MW')                                 10.0   \n",
       "('99', 'YE-RA')                                 12.0   \n",
       "('99', 'YE-SA')                                 13.0   \n",
       "('99', 'YE-SD')                                 15.0   \n",
       "('99', 'YE-SH')                                 15.0   \n",
       "('99', 'YE-SN')                                 15.0   \n",
       "('99', 'YE-TA')                                 15.0   \n",
       "\n",
       "variable            new_deaths__value_count__value_1  \\\n",
       "id                                                     \n",
       "('0', 'YE-AB')                                   0.0   \n",
       "('0', 'YE-AD')                                   0.0   \n",
       "('0', 'YE-AM')                                   0.0   \n",
       "('0', 'YE-BA')                                   0.0   \n",
       "('0', 'YE-DA')                                   0.0   \n",
       "('0', 'YE-DH')                                   0.0   \n",
       "('0', 'YE-HD-AL')                                0.0   \n",
       "('0', 'YE-HJ')                                   0.0   \n",
       "('0', 'YE-HU')                                   0.0   \n",
       "('0', 'YE-IB')                                   0.0   \n",
       "('0', 'YE-JA')                                   0.0   \n",
       "('0', 'YE-LA')                                   0.0   \n",
       "('0', 'YE-MA')                                   0.0   \n",
       "('0', 'YE-MR')                                   0.0   \n",
       "('0', 'YE-MW')                                   0.0   \n",
       "('0', 'YE-RA')                                   0.0   \n",
       "('0', 'YE-SA')                                   0.0   \n",
       "('0', 'YE-SD')                                   0.0   \n",
       "('0', 'YE-SH')                                   0.0   \n",
       "('0', 'YE-SN')                                   0.0   \n",
       "('0', 'YE-TA')                                   0.0   \n",
       "('1', 'YE-AB')                                   0.0   \n",
       "('1', 'YE-AD')                                   0.0   \n",
       "('1', 'YE-AM')                                   0.0   \n",
       "('1', 'YE-BA')                                   0.0   \n",
       "('1', 'YE-DA')                                   0.0   \n",
       "('1', 'YE-DH')                                   0.0   \n",
       "('1', 'YE-HD-AL')                                0.0   \n",
       "('1', 'YE-HJ')                                   0.0   \n",
       "('1', 'YE-HU')                                   0.0   \n",
       "...                                              ...   \n",
       "('98', 'YE-MA')                                  0.0   \n",
       "('98', 'YE-MR')                                  0.0   \n",
       "('98', 'YE-MW')                                  0.0   \n",
       "('98', 'YE-RA')                                  0.0   \n",
       "('98', 'YE-SA')                                  0.0   \n",
       "('98', 'YE-SD')                                  0.0   \n",
       "('98', 'YE-SH')                                  0.0   \n",
       "('98', 'YE-SN')                                  0.0   \n",
       "('98', 'YE-TA')                                  0.0   \n",
       "('99', 'YE-AB')                                  0.0   \n",
       "('99', 'YE-AD')                                  0.0   \n",
       "('99', 'YE-AM')                                  0.0   \n",
       "('99', 'YE-BA')                                  0.0   \n",
       "('99', 'YE-DA')                                  0.0   \n",
       "('99', 'YE-DH')                                  0.0   \n",
       "('99', 'YE-HD-AL')                               0.0   \n",
       "('99', 'YE-HJ')                                  0.0   \n",
       "('99', 'YE-HU')                                  0.0   \n",
       "('99', 'YE-IB')                                  0.0   \n",
       "('99', 'YE-JA')                                  0.0   \n",
       "('99', 'YE-LA')                                  0.0   \n",
       "('99', 'YE-MA')                                  0.0   \n",
       "('99', 'YE-MR')                                  0.0   \n",
       "('99', 'YE-MW')                                  0.0   \n",
       "('99', 'YE-RA')                                  0.0   \n",
       "('99', 'YE-SA')                                  0.0   \n",
       "('99', 'YE-SD')                                  0.0   \n",
       "('99', 'YE-SH')                                  0.0   \n",
       "('99', 'YE-SN')                                  0.0   \n",
       "('99', 'YE-TA')                                  0.0   \n",
       "\n",
       "variable            new_deaths__value_count__value_inf  \\\n",
       "id                                                       \n",
       "('0', 'YE-AB')                                     0.0   \n",
       "('0', 'YE-AD')                                     0.0   \n",
       "('0', 'YE-AM')                                     0.0   \n",
       "('0', 'YE-BA')                                     0.0   \n",
       "('0', 'YE-DA')                                     0.0   \n",
       "('0', 'YE-DH')                                     0.0   \n",
       "('0', 'YE-HD-AL')                                  0.0   \n",
       "('0', 'YE-HJ')                                     0.0   \n",
       "('0', 'YE-HU')                                     0.0   \n",
       "('0', 'YE-IB')                                     0.0   \n",
       "('0', 'YE-JA')                                     0.0   \n",
       "('0', 'YE-LA')                                     0.0   \n",
       "('0', 'YE-MA')                                     0.0   \n",
       "('0', 'YE-MR')                                     0.0   \n",
       "('0', 'YE-MW')                                     0.0   \n",
       "('0', 'YE-RA')                                     0.0   \n",
       "('0', 'YE-SA')                                     0.0   \n",
       "('0', 'YE-SD')                                     0.0   \n",
       "('0', 'YE-SH')                                     0.0   \n",
       "('0', 'YE-SN')                                     0.0   \n",
       "('0', 'YE-TA')                                     0.0   \n",
       "('1', 'YE-AB')                                     0.0   \n",
       "('1', 'YE-AD')                                     0.0   \n",
       "('1', 'YE-AM')                                     0.0   \n",
       "('1', 'YE-BA')                                     0.0   \n",
       "('1', 'YE-DA')                                     0.0   \n",
       "('1', 'YE-DH')                                     0.0   \n",
       "('1', 'YE-HD-AL')                                  0.0   \n",
       "('1', 'YE-HJ')                                     0.0   \n",
       "('1', 'YE-HU')                                     0.0   \n",
       "...                                                ...   \n",
       "('98', 'YE-MA')                                    0.0   \n",
       "('98', 'YE-MR')                                    0.0   \n",
       "('98', 'YE-MW')                                    0.0   \n",
       "('98', 'YE-RA')                                    0.0   \n",
       "('98', 'YE-SA')                                    0.0   \n",
       "('98', 'YE-SD')                                    0.0   \n",
       "('98', 'YE-SH')                                    0.0   \n",
       "('98', 'YE-SN')                                    0.0   \n",
       "('98', 'YE-TA')                                    0.0   \n",
       "('99', 'YE-AB')                                    0.0   \n",
       "('99', 'YE-AD')                                    0.0   \n",
       "('99', 'YE-AM')                                    0.0   \n",
       "('99', 'YE-BA')                                    0.0   \n",
       "('99', 'YE-DA')                                    0.0   \n",
       "('99', 'YE-DH')                                    0.0   \n",
       "('99', 'YE-HD-AL')                                 0.0   \n",
       "('99', 'YE-HJ')                                    0.0   \n",
       "('99', 'YE-HU')                                    0.0   \n",
       "('99', 'YE-IB')                                    0.0   \n",
       "('99', 'YE-JA')                                    0.0   \n",
       "('99', 'YE-LA')                                    0.0   \n",
       "('99', 'YE-MA')                                    0.0   \n",
       "('99', 'YE-MR')                                    0.0   \n",
       "('99', 'YE-MW')                                    0.0   \n",
       "('99', 'YE-RA')                                    0.0   \n",
       "('99', 'YE-SA')                                    0.0   \n",
       "('99', 'YE-SD')                                    0.0   \n",
       "('99', 'YE-SH')                                    0.0   \n",
       "('99', 'YE-SN')                                    0.0   \n",
       "('99', 'YE-TA')                                    0.0   \n",
       "\n",
       "variable            new_deaths__value_count__value_nan  new_deaths__variance  \\\n",
       "id                                                                             \n",
       "('0', 'YE-AB')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-AD')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-AM')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-BA')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-DA')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-DH')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-HD-AL')                                  0.0          0.000000e+00   \n",
       "('0', 'YE-HJ')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-HU')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-IB')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-JA')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-LA')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-MA')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-MR')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-MW')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-RA')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-SA')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-SD')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-SH')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-SN')                                     0.0          0.000000e+00   \n",
       "('0', 'YE-TA')                                     0.0          0.000000e+00   \n",
       "('1', 'YE-AB')                                     0.0          0.000000e+00   \n",
       "('1', 'YE-AD')                                     0.0          0.000000e+00   \n",
       "('1', 'YE-AM')                                     0.0          0.000000e+00   \n",
       "('1', 'YE-BA')                                     0.0          0.000000e+00   \n",
       "('1', 'YE-DA')                                     0.0          0.000000e+00   \n",
       "('1', 'YE-DH')                                     0.0          0.000000e+00   \n",
       "('1', 'YE-HD-AL')                                  0.0          0.000000e+00   \n",
       "('1', 'YE-HJ')                                     0.0          0.000000e+00   \n",
       "('1', 'YE-HU')                                     0.0          0.000000e+00   \n",
       "...                                                ...                   ...   \n",
       "('98', 'YE-MA')                                    0.0          2.198509e-04   \n",
       "('98', 'YE-MR')                                    0.0          0.000000e+00   \n",
       "('98', 'YE-MW')                                    0.0          3.024552e-05   \n",
       "('98', 'YE-RA')                                    0.0          7.744429e-05   \n",
       "('98', 'YE-SA')                                    0.0          8.856186e-06   \n",
       "('98', 'YE-SD')                                    0.0          0.000000e+00   \n",
       "('98', 'YE-SH')                                    0.0          0.000000e+00   \n",
       "('98', 'YE-SN')                                    0.0          0.000000e+00   \n",
       "('98', 'YE-TA')                                    0.0          7.499201e-08   \n",
       "('99', 'YE-AB')                                    0.0          2.662269e-05   \n",
       "('99', 'YE-AD')                                    0.0          8.866430e-05   \n",
       "('99', 'YE-AM')                                    0.0          1.900852e-05   \n",
       "('99', 'YE-BA')                                    0.0          8.909686e-06   \n",
       "('99', 'YE-DA')                                    0.0          1.713439e-05   \n",
       "('99', 'YE-DH')                                    0.0          5.632645e-06   \n",
       "('99', 'YE-HD-AL')                                 0.0          0.000000e+00   \n",
       "('99', 'YE-HJ')                                    0.0          9.983105e-06   \n",
       "('99', 'YE-HU')                                    0.0          2.058483e-06   \n",
       "('99', 'YE-IB')                                    0.0          4.242083e-06   \n",
       "('99', 'YE-JA')                                    0.0          0.000000e+00   \n",
       "('99', 'YE-LA')                                    0.0          1.864769e-05   \n",
       "('99', 'YE-MA')                                    0.0          2.198509e-04   \n",
       "('99', 'YE-MR')                                    0.0          0.000000e+00   \n",
       "('99', 'YE-MW')                                    0.0          3.024552e-05   \n",
       "('99', 'YE-RA')                                    0.0          6.336351e-05   \n",
       "('99', 'YE-SA')                                    0.0          8.373121e-06   \n",
       "('99', 'YE-SD')                                    0.0          0.000000e+00   \n",
       "('99', 'YE-SH')                                    0.0          0.000000e+00   \n",
       "('99', 'YE-SN')                                    0.0          0.000000e+00   \n",
       "('99', 'YE-TA')                                    0.0          0.000000e+00   \n",
       "\n",
       "variable            new_deaths__variance_larger_than_standard_deviation  \n",
       "id                                                                       \n",
       "('0', 'YE-AB')                                                    0.0    \n",
       "('0', 'YE-AD')                                                    0.0    \n",
       "('0', 'YE-AM')                                                    0.0    \n",
       "('0', 'YE-BA')                                                    0.0    \n",
       "('0', 'YE-DA')                                                    0.0    \n",
       "('0', 'YE-DH')                                                    0.0    \n",
       "('0', 'YE-HD-AL')                                                 0.0    \n",
       "('0', 'YE-HJ')                                                    0.0    \n",
       "('0', 'YE-HU')                                                    0.0    \n",
       "('0', 'YE-IB')                                                    0.0    \n",
       "('0', 'YE-JA')                                                    0.0    \n",
       "('0', 'YE-LA')                                                    0.0    \n",
       "('0', 'YE-MA')                                                    0.0    \n",
       "('0', 'YE-MR')                                                    0.0    \n",
       "('0', 'YE-MW')                                                    0.0    \n",
       "('0', 'YE-RA')                                                    0.0    \n",
       "('0', 'YE-SA')                                                    0.0    \n",
       "('0', 'YE-SD')                                                    0.0    \n",
       "('0', 'YE-SH')                                                    0.0    \n",
       "('0', 'YE-SN')                                                    0.0    \n",
       "('0', 'YE-TA')                                                    0.0    \n",
       "('1', 'YE-AB')                                                    0.0    \n",
       "('1', 'YE-AD')                                                    0.0    \n",
       "('1', 'YE-AM')                                                    0.0    \n",
       "('1', 'YE-BA')                                                    0.0    \n",
       "('1', 'YE-DA')                                                    0.0    \n",
       "('1', 'YE-DH')                                                    0.0    \n",
       "('1', 'YE-HD-AL')                                                 0.0    \n",
       "('1', 'YE-HJ')                                                    0.0    \n",
       "('1', 'YE-HU')                                                    0.0    \n",
       "...                                                               ...    \n",
       "('98', 'YE-MA')                                                   0.0    \n",
       "('98', 'YE-MR')                                                   0.0    \n",
       "('98', 'YE-MW')                                                   0.0    \n",
       "('98', 'YE-RA')                                                   0.0    \n",
       "('98', 'YE-SA')                                                   0.0    \n",
       "('98', 'YE-SD')                                                   0.0    \n",
       "('98', 'YE-SH')                                                   0.0    \n",
       "('98', 'YE-SN')                                                   0.0    \n",
       "('98', 'YE-TA')                                                   0.0    \n",
       "('99', 'YE-AB')                                                   0.0    \n",
       "('99', 'YE-AD')                                                   0.0    \n",
       "('99', 'YE-AM')                                                   0.0    \n",
       "('99', 'YE-BA')                                                   0.0    \n",
       "('99', 'YE-DA')                                                   0.0    \n",
       "('99', 'YE-DH')                                                   0.0    \n",
       "('99', 'YE-HD-AL')                                                0.0    \n",
       "('99', 'YE-HJ')                                                   0.0    \n",
       "('99', 'YE-HU')                                                   0.0    \n",
       "('99', 'YE-IB')                                                   0.0    \n",
       "('99', 'YE-JA')                                                   0.0    \n",
       "('99', 'YE-LA')                                                   0.0    \n",
       "('99', 'YE-MA')                                                   0.0    \n",
       "('99', 'YE-MR')                                                   0.0    \n",
       "('99', 'YE-MW')                                                   0.0    \n",
       "('99', 'YE-RA')                                                   0.0    \n",
       "('99', 'YE-SA')                                                   0.0    \n",
       "('99', 'YE-SD')                                                   0.0    \n",
       "('99', 'YE-SH')                                                   0.0    \n",
       "('99', 'YE-SN')                                                   0.0    \n",
       "('99', 'YE-TA')                                                   0.0    \n",
       "\n",
       "[5712 rows x 9528 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "extracted_features_week_2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Feature Extraction: 100%|█████████████████████████████████████████████████████████████| 20/20 [41:54<00:00, 125.72s/it]\n",
      "WARNING:tsfresh.utilities.dataframe_functions:The columns ['fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"'\n",
      " 'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"rvalue\"'\n",
      " 'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"slope\"'\n",
      " ... 'new_deaths__friedrich_coefficients__m_3__r_30__coeff_2'\n",
      " 'new_deaths__friedrich_coefficients__m_3__r_30__coeff_3'\n",
      " 'new_deaths__max_langevin_fixed_point__m_3__r_30'] did not have any finite values. Filling with zeros.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Index: 5712 entries, ('0', 'YE-AB') to ('99', 'YE-TA')\n",
      "Columns: 9528 entries, fatalities__abs_energy to new_deaths__variance_larger_than_standard_deviation\n",
      "dtypes: float32(9528)\n",
      "memory usage: 208.0 MB\n",
      "None\n"
     ]
    }
   ],
   "source": [
    "extracted_features_week_4 = extract_features(week_4_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')\n",
    "\n",
    "impute(extracted_features_week_4)\n",
    "\n",
    "extracted_features_week_4 = extracted_features_week_4.apply(pd.to_numeric, downcast = 'float')\n",
    "\n",
    "print (extracted_features_week_4.info(memory_usage='deep'))\n",
    "\n",
    "extracted_features_week_4.to_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_4_unprocessed.csv.gz', compression='gzip', encoding='utf-8')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Feature Extraction: 100%|█████████████████████████████████████████████████████████████| 20/20 [44:29<00:00, 133.49s/it]\n",
      "WARNING:tsfresh.utilities.dataframe_functions:The columns ['fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"'\n",
      " 'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"rvalue\"'\n",
      " 'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"slope\"'\n",
      " ... 'new_deaths__friedrich_coefficients__m_3__r_30__coeff_2'\n",
      " 'new_deaths__friedrich_coefficients__m_3__r_30__coeff_3'\n",
      " 'new_deaths__max_langevin_fixed_point__m_3__r_30'] did not have any finite values. Filling with zeros.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Index: 5712 entries, ('0', 'YE-AB') to ('99', 'YE-TA')\n",
      "Columns: 9528 entries, fatalities__abs_energy to new_deaths__variance_larger_than_standard_deviation\n",
      "dtypes: float32(9528)\n",
      "memory usage: 208.0 MB\n",
      "None\n"
     ]
    }
   ],
   "source": [
    "extracted_features_week_6 = extract_features(week_6_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')\n",
    "\n",
    "impute(extracted_features_week_6)\n",
    "\n",
    "extracted_features_week_6 = extracted_features_week_6.apply(pd.to_numeric, downcast = 'float')\n",
    "\n",
    "print (extracted_features_week_6.info(memory_usage='deep'))\n",
    "\n",
    "extracted_features_week_6.to_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_6_unprocessed.csv.gz', compression='gzip', encoding='utf-8')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Feature Extraction: 100%|█████████████████████████████████████████████████████████████| 20/20 [54:28<00:00, 163.41s/it]\n",
      "WARNING:tsfresh.utilities.dataframe_functions:The columns ['fatalities__fft_coefficient__coeff_29__attr_\"abs\"'\n",
      " 'fatalities__fft_coefficient__coeff_29__attr_\"angle\"'\n",
      " 'fatalities__fft_coefficient__coeff_29__attr_\"imag\"' ...\n",
      " 'new_deaths__friedrich_coefficients__m_3__r_30__coeff_2'\n",
      " 'new_deaths__friedrich_coefficients__m_3__r_30__coeff_3'\n",
      " 'new_deaths__max_langevin_fixed_point__m_3__r_30'] did not have any finite values. Filling with zeros.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
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       "    }\n",
       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>variable</th>\n",
       "      <th>fatalities__abs_energy</th>\n",
       "      <th>fatalities__absolute_sum_of_changes</th>\n",
       "      <th>fatalities__agg_autocorrelation__f_agg_\"mean\"</th>\n",
       "      <th>fatalities__agg_autocorrelation__f_agg_\"median\"</th>\n",
       "      <th>fatalities__agg_autocorrelation__f_agg_\"var\"</th>\n",
       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"intercept\"</th>\n",
       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"rvalue\"</th>\n",
       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"slope\"</th>\n",
       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"stderr\"</th>\n",
       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"</th>\n",
       "      <th>...</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_1</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_2</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_3</th>\n",
       "      <th>new_deaths__value_count__value_-inf</th>\n",
       "      <th>new_deaths__value_count__value_0</th>\n",
       "      <th>new_deaths__value_count__value_1</th>\n",
       "      <th>new_deaths__value_count__value_inf</th>\n",
       "      <th>new_deaths__value_count__value_nan</th>\n",
       "      <th>new_deaths__variance</th>\n",
       "      <th>new_deaths__variance_larger_than_standard_deviation</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>id</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></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-AB')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-AD')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-AM')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-BA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-DA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-DH')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-HD-AL')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-HJ')</th>\n",
       "      <td>1.773776e-07</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-HU')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-IB')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-JA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-LA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-MA')</th>\n",
       "      <td>3.467872e-05</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-MR')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-MW')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-RA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-SA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-SD')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-SH')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-SN')</th>\n",
       "      <td>3.702677e-08</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('0', 'YE-TA')</th>\n",
       "      <td>9.296488e-09</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-AB')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-AD')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-AM')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-BA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-DA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-DH')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-HD-AL')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-HJ')</th>\n",
       "      <td>1.773776e-07</td>\n",
       "      <td>0.000421</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('1', 'YE-HU')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000052</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-MA')</th>\n",
       "      <td>6.363931e-04</td>\n",
       "      <td>0.148792</td>\n",
       "      <td>-0.013232</td>\n",
       "      <td>-0.093512</td>\n",
       "      <td>0.038097</td>\n",
       "      <td>0.007684</td>\n",
       "      <td>8.747716e-02</td>\n",
       "      <td>1.458195e-04</td>\n",
       "      <td>0.000830</td>\n",
       "      <td>0.011778</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000061</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-MR')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-MW')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.654777e-06</td>\n",
       "      <td>-9.606834e-08</td>\n",
       "      <td>-4.118224e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000174</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-RA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>4.557340e-06</td>\n",
       "      <td>-4.618045e-06</td>\n",
       "      <td>-1.120595e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000315</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-SA')</th>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.016192</td>\n",
       "      <td>-0.017185</td>\n",
       "      <td>0.001041</td>\n",
       "      <td>-0.000221</td>\n",
       "      <td>6.546537e-01</td>\n",
       "      <td>1.656222e-04</td>\n",
       "      <td>0.000096</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>2.242911e-08</td>\n",
       "      <td>-2.586166e-08</td>\n",
       "      <td>-8.062753e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-SD')</th>\n",
       "      <td>5.054869e-06</td>\n",
       "      <td>0.009636</td>\n",
       "      <td>-0.016621</td>\n",
       "      <td>-0.081218</td>\n",
       "      <td>0.025251</td>\n",
       "      <td>0.001167</td>\n",
       "      <td>-5.427176e-01</td>\n",
       "      <td>-1.728090e-04</td>\n",
       "      <td>0.000134</td>\n",
       "      <td>0.001435</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.175030e-07</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-SH')</th>\n",
       "      <td>1.202755e-04</td>\n",
       "      <td>0.055835</td>\n",
       "      <td>-0.019496</td>\n",
       "      <td>-0.031050</td>\n",
       "      <td>0.024092</td>\n",
       "      <td>0.002771</td>\n",
       "      <td>2.070197e-01</td>\n",
       "      <td>5.384943e-05</td>\n",
       "      <td>0.000127</td>\n",
       "      <td>0.003769</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000001</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-SN')</th>\n",
       "      <td>1.808388e-06</td>\n",
       "      <td>0.005734</td>\n",
       "      <td>0.002052</td>\n",
       "      <td>-0.057498</td>\n",
       "      <td>0.038230</td>\n",
       "      <td>0.000191</td>\n",
       "      <td>4.389024e-01</td>\n",
       "      <td>7.641959e-05</td>\n",
       "      <td>0.000078</td>\n",
       "      <td>0.000577</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.175032e-11</td>\n",
       "      <td>-1.676761e-08</td>\n",
       "      <td>-1.740264e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('98', 'YE-TA')</th>\n",
       "      <td>5.431008e-07</td>\n",
       "      <td>0.003404</td>\n",
       "      <td>-0.024966</td>\n",
       "      <td>-0.018656</td>\n",
       "      <td>0.025674</td>\n",
       "      <td>0.000234</td>\n",
       "      <td>-4.506612e-01</td>\n",
       "      <td>-2.231395e-05</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.000337</td>\n",
       "      <td>...</td>\n",
       "      <td>-3.083224e-09</td>\n",
       "      <td>-3.603085e-09</td>\n",
       "      <td>-1.899488e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-AB')</th>\n",
       "      <td>3.142274e-05</td>\n",
       "      <td>0.019813</td>\n",
       "      <td>-0.016081</td>\n",
       "      <td>-0.048355</td>\n",
       "      <td>0.017738</td>\n",
       "      <td>0.002227</td>\n",
       "      <td>-2.590225e-01</td>\n",
       "      <td>-2.303887e-04</td>\n",
       "      <td>0.000430</td>\n",
       "      <td>0.004608</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000028</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-AD')</th>\n",
       "      <td>5.001918e-08</td>\n",
       "      <td>0.000845</td>\n",
       "      <td>-0.009936</td>\n",
       "      <td>-0.070125</td>\n",
       "      <td>0.025283</td>\n",
       "      <td>0.000056</td>\n",
       "      <td>6.297438e-17</td>\n",
       "      <td>2.323290e-21</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>0.000169</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>8.798412e-08</td>\n",
       "      <td>9.143448e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000053</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-AM')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>9.967782e-09</td>\n",
       "      <td>1.034392e-08</td>\n",
       "      <td>4.606958e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-BA')</th>\n",
       "      <td>7.397760e-05</td>\n",
       "      <td>0.036084</td>\n",
       "      <td>-0.011147</td>\n",
       "      <td>-0.091698</td>\n",
       "      <td>0.032512</td>\n",
       "      <td>0.002216</td>\n",
       "      <td>1.863403e-01</td>\n",
       "      <td>1.922856e-04</td>\n",
       "      <td>0.000507</td>\n",
       "      <td>0.005584</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000034</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-DA')</th>\n",
       "      <td>3.404806e-05</td>\n",
       "      <td>0.024784</td>\n",
       "      <td>-0.026525</td>\n",
       "      <td>-0.076751</td>\n",
       "      <td>0.018540</td>\n",
       "      <td>-0.000184</td>\n",
       "      <td>9.037704e-01</td>\n",
       "      <td>7.159725e-04</td>\n",
       "      <td>0.000170</td>\n",
       "      <td>0.003304</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.385034e-06</td>\n",
       "      <td>-5.269008e-06</td>\n",
       "      <td>-1.762159e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000280</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-DH')</th>\n",
       "      <td>6.028011e-09</td>\n",
       "      <td>0.000208</td>\n",
       "      <td>-0.003512</td>\n",
       "      <td>-0.027593</td>\n",
       "      <td>0.024668</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>-5.749889e-01</td>\n",
       "      <td>-8.928459e-06</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.000069</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.432318e-08</td>\n",
       "      <td>-5.010145e-08</td>\n",
       "      <td>6.554329e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-HD-AL')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-HJ')</th>\n",
       "      <td>2.794683e-06</td>\n",
       "      <td>0.009266</td>\n",
       "      <td>-0.023701</td>\n",
       "      <td>-0.078117</td>\n",
       "      <td>0.038167</td>\n",
       "      <td>0.000455</td>\n",
       "      <td>1.167351e-02</td>\n",
       "      <td>1.604428e-06</td>\n",
       "      <td>0.000069</td>\n",
       "      <td>0.000730</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.565123e-07</td>\n",
       "      <td>-1.866259e-06</td>\n",
       "      <td>-1.946167e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000136</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-HU')</th>\n",
       "      <td>9.553741e-09</td>\n",
       "      <td>0.000274</td>\n",
       "      <td>-0.016018</td>\n",
       "      <td>-0.047917</td>\n",
       "      <td>0.036335</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>2.550691e-01</td>\n",
       "      <td>4.210533e-06</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.000056</td>\n",
       "      <td>...</td>\n",
       "      <td>1.916097e-12</td>\n",
       "      <td>-4.906583e-09</td>\n",
       "      <td>-8.033256e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-IB')</th>\n",
       "      <td>4.701217e-09</td>\n",
       "      <td>0.000183</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000039</td>\n",
       "      <td>-7.045821e-01</td>\n",
       "      <td>-9.899577e-06</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.000065</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.122793e-09</td>\n",
       "      <td>1.375417e-09</td>\n",
       "      <td>-2.012022e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-JA')</th>\n",
       "      <td>3.005290e-04</td>\n",
       "      <td>0.105056</td>\n",
       "      <td>-0.027192</td>\n",
       "      <td>-0.067507</td>\n",
       "      <td>0.032844</td>\n",
       "      <td>0.005230</td>\n",
       "      <td>-1.467599e-01</td>\n",
       "      <td>-9.095789e-05</td>\n",
       "      <td>0.000307</td>\n",
       "      <td>0.006822</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.246918e-07</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-1.494128e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000038</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-LA')</th>\n",
       "      <td>9.861588e-06</td>\n",
       "      <td>0.017715</td>\n",
       "      <td>-0.018062</td>\n",
       "      <td>-0.041608</td>\n",
       "      <td>0.022940</td>\n",
       "      <td>0.001387</td>\n",
       "      <td>-6.546537e-01</td>\n",
       "      <td>-1.664973e-04</td>\n",
       "      <td>0.000096</td>\n",
       "      <td>0.001165</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-MA')</th>\n",
       "      <td>6.325399e-04</td>\n",
       "      <td>0.148399</td>\n",
       "      <td>-0.009248</td>\n",
       "      <td>-0.080751</td>\n",
       "      <td>0.042093</td>\n",
       "      <td>0.007684</td>\n",
       "      <td>8.747716e-02</td>\n",
       "      <td>1.458195e-04</td>\n",
       "      <td>0.000830</td>\n",
       "      <td>0.011778</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000061</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-MR')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-MW')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>1.157187e-08</td>\n",
       "      <td>-9.606834e-08</td>\n",
       "      <td>-4.118224e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000156</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-RA')</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>3.267729e-06</td>\n",
       "      <td>-4.816308e-06</td>\n",
       "      <td>-1.120595e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000315</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-SA')</th>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.016861</td>\n",
       "      <td>-0.018468</td>\n",
       "      <td>0.001040</td>\n",
       "      <td>-0.000221</td>\n",
       "      <td>6.546537e-01</td>\n",
       "      <td>1.656222e-04</td>\n",
       "      <td>0.000096</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>2.242911e-08</td>\n",
       "      <td>-3.103399e-08</td>\n",
       "      <td>-8.062753e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-SD')</th>\n",
       "      <td>5.054869e-06</td>\n",
       "      <td>0.009636</td>\n",
       "      <td>-0.015564</td>\n",
       "      <td>-0.076895</td>\n",
       "      <td>0.023012</td>\n",
       "      <td>0.001230</td>\n",
       "      <td>-6.201737e-01</td>\n",
       "      <td>-2.050276e-04</td>\n",
       "      <td>0.000130</td>\n",
       "      <td>0.001435</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>1.175030e-07</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-SH')</th>\n",
       "      <td>1.257703e-04</td>\n",
       "      <td>0.057955</td>\n",
       "      <td>-0.021378</td>\n",
       "      <td>-0.055176</td>\n",
       "      <td>0.026173</td>\n",
       "      <td>0.002771</td>\n",
       "      <td>2.070197e-01</td>\n",
       "      <td>5.384943e-05</td>\n",
       "      <td>0.000127</td>\n",
       "      <td>0.003769</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000001</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-SN')</th>\n",
       "      <td>1.915395e-06</td>\n",
       "      <td>0.006061</td>\n",
       "      <td>-0.002882</td>\n",
       "      <td>-0.043160</td>\n",
       "      <td>0.037348</td>\n",
       "      <td>0.000257</td>\n",
       "      <td>4.915177e-01</td>\n",
       "      <td>7.147156e-05</td>\n",
       "      <td>0.000063</td>\n",
       "      <td>0.000904</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.175032e-11</td>\n",
       "      <td>-2.434066e-09</td>\n",
       "      <td>-2.507002e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>('99', 'YE-TA')</th>\n",
       "      <td>5.273898e-07</td>\n",
       "      <td>0.003355</td>\n",
       "      <td>-0.028750</td>\n",
       "      <td>-0.016856</td>\n",
       "      <td>0.027842</td>\n",
       "      <td>0.000229</td>\n",
       "      <td>-4.175236e-01</td>\n",
       "      <td>-2.093654e-05</td>\n",
       "      <td>0.000023</td>\n",
       "      <td>0.000337</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.313400e-09</td>\n",
       "      <td>-3.603085e-09</td>\n",
       "      <td>-1.899488e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5712 rows × 9528 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "variable            fatalities__abs_energy  \\\n",
       "id                                           \n",
       "('0', 'YE-AB')                0.000000e+00   \n",
       "('0', 'YE-AD')                0.000000e+00   \n",
       "('0', 'YE-AM')                0.000000e+00   \n",
       "('0', 'YE-BA')                0.000000e+00   \n",
       "('0', 'YE-DA')                0.000000e+00   \n",
       "('0', 'YE-DH')                0.000000e+00   \n",
       "('0', 'YE-HD-AL')             0.000000e+00   \n",
       "('0', 'YE-HJ')                1.773776e-07   \n",
       "('0', 'YE-HU')                0.000000e+00   \n",
       "('0', 'YE-IB')                0.000000e+00   \n",
       "('0', 'YE-JA')                0.000000e+00   \n",
       "('0', 'YE-LA')                0.000000e+00   \n",
       "('0', 'YE-MA')                3.467872e-05   \n",
       "('0', 'YE-MR')                0.000000e+00   \n",
       "('0', 'YE-MW')                0.000000e+00   \n",
       "('0', 'YE-RA')                0.000000e+00   \n",
       "('0', 'YE-SA')                0.000000e+00   \n",
       "('0', 'YE-SD')                0.000000e+00   \n",
       "('0', 'YE-SH')                0.000000e+00   \n",
       "('0', 'YE-SN')                3.702677e-08   \n",
       "('0', 'YE-TA')                9.296488e-09   \n",
       "('1', 'YE-AB')                0.000000e+00   \n",
       "('1', 'YE-AD')                0.000000e+00   \n",
       "('1', 'YE-AM')                0.000000e+00   \n",
       "('1', 'YE-BA')                0.000000e+00   \n",
       "('1', 'YE-DA')                0.000000e+00   \n",
       "('1', 'YE-DH')                0.000000e+00   \n",
       "('1', 'YE-HD-AL')             0.000000e+00   \n",
       "('1', 'YE-HJ')                1.773776e-07   \n",
       "('1', 'YE-HU')                0.000000e+00   \n",
       "...                                    ...   \n",
       "('98', 'YE-MA')               6.363931e-04   \n",
       "('98', 'YE-MR')               0.000000e+00   \n",
       "('98', 'YE-MW')               0.000000e+00   \n",
       "('98', 'YE-RA')               0.000000e+00   \n",
       "('98', 'YE-SA')               1.391358e-06   \n",
       "('98', 'YE-SD')               5.054869e-06   \n",
       "('98', 'YE-SH')               1.202755e-04   \n",
       "('98', 'YE-SN')               1.808388e-06   \n",
       "('98', 'YE-TA')               5.431008e-07   \n",
       "('99', 'YE-AB')               3.142274e-05   \n",
       "('99', 'YE-AD')               5.001918e-08   \n",
       "('99', 'YE-AM')               0.000000e+00   \n",
       "('99', 'YE-BA')               7.397760e-05   \n",
       "('99', 'YE-DA')               3.404806e-05   \n",
       "('99', 'YE-DH')               6.028011e-09   \n",
       "('99', 'YE-HD-AL')            0.000000e+00   \n",
       "('99', 'YE-HJ')               2.794683e-06   \n",
       "('99', 'YE-HU')               9.553741e-09   \n",
       "('99', 'YE-IB')               4.701217e-09   \n",
       "('99', 'YE-JA')               3.005290e-04   \n",
       "('99', 'YE-LA')               9.861588e-06   \n",
       "('99', 'YE-MA')               6.325399e-04   \n",
       "('99', 'YE-MR')               0.000000e+00   \n",
       "('99', 'YE-MW')               0.000000e+00   \n",
       "('99', 'YE-RA')               0.000000e+00   \n",
       "('99', 'YE-SA')               1.391358e-06   \n",
       "('99', 'YE-SD')               5.054869e-06   \n",
       "('99', 'YE-SH')               1.257703e-04   \n",
       "('99', 'YE-SN')               1.915395e-06   \n",
       "('99', 'YE-TA')               5.273898e-07   \n",
       "\n",
       "variable            fatalities__absolute_sum_of_changes  \\\n",
       "id                                                        \n",
       "('0', 'YE-AB')                                 0.000000   \n",
       "('0', 'YE-AD')                                 0.000000   \n",
       "('0', 'YE-AM')                                 0.000000   \n",
       "('0', 'YE-BA')                                 0.000000   \n",
       "('0', 'YE-DA')                                 0.000000   \n",
       "('0', 'YE-DH')                                 0.000000   \n",
       "('0', 'YE-HD-AL')                              0.000000   \n",
       "('0', 'YE-HJ')                                 0.000000   \n",
       "('0', 'YE-HU')                                 0.000000   \n",
       "('0', 'YE-IB')                                 0.000000   \n",
       "('0', 'YE-JA')                                 0.000000   \n",
       "('0', 'YE-LA')                                 0.000000   \n",
       "('0', 'YE-MA')                                 0.000000   \n",
       "('0', 'YE-MR')                                 0.000000   \n",
       "('0', 'YE-MW')                                 0.000000   \n",
       "('0', 'YE-RA')                                 0.000000   \n",
       "('0', 'YE-SA')                                 0.000000   \n",
       "('0', 'YE-SD')                                 0.000000   \n",
       "('0', 'YE-SH')                                 0.000000   \n",
       "('0', 'YE-SN')                                 0.000000   \n",
       "('0', 'YE-TA')                                 0.000000   \n",
       "('1', 'YE-AB')                                 0.000000   \n",
       "('1', 'YE-AD')                                 0.000000   \n",
       "('1', 'YE-AM')                                 0.000000   \n",
       "('1', 'YE-BA')                                 0.000000   \n",
       "('1', 'YE-DA')                                 0.000000   \n",
       "('1', 'YE-DH')                                 0.000000   \n",
       "('1', 'YE-HD-AL')                              0.000000   \n",
       "('1', 'YE-HJ')                                 0.000421   \n",
       "('1', 'YE-HU')                                 0.000000   \n",
       "...                                                 ...   \n",
       "('98', 'YE-MA')                                0.148792   \n",
       "('98', 'YE-MR')                                0.000000   \n",
       "('98', 'YE-MW')                                0.000000   \n",
       "('98', 'YE-RA')                                0.000000   \n",
       "('98', 'YE-SA')                                0.002319   \n",
       "('98', 'YE-SD')                                0.009636   \n",
       "('98', 'YE-SH')                                0.055835   \n",
       "('98', 'YE-SN')                                0.005734   \n",
       "('98', 'YE-TA')                                0.003404   \n",
       "('99', 'YE-AB')                                0.019813   \n",
       "('99', 'YE-AD')                                0.000845   \n",
       "('99', 'YE-AM')                                0.000000   \n",
       "('99', 'YE-BA')                                0.036084   \n",
       "('99', 'YE-DA')                                0.024784   \n",
       "('99', 'YE-DH')                                0.000208   \n",
       "('99', 'YE-HD-AL')                             0.000000   \n",
       "('99', 'YE-HJ')                                0.009266   \n",
       "('99', 'YE-HU')                                0.000274   \n",
       "('99', 'YE-IB')                                0.000183   \n",
       "('99', 'YE-JA')                                0.105056   \n",
       "('99', 'YE-LA')                                0.017715   \n",
       "('99', 'YE-MA')                                0.148399   \n",
       "('99', 'YE-MR')                                0.000000   \n",
       "('99', 'YE-MW')                                0.000000   \n",
       "('99', 'YE-RA')                                0.000000   \n",
       "('99', 'YE-SA')                                0.002319   \n",
       "('99', 'YE-SD')                                0.009636   \n",
       "('99', 'YE-SH')                                0.057955   \n",
       "('99', 'YE-SN')                                0.006061   \n",
       "('99', 'YE-TA')                                0.003355   \n",
       "\n",
       "variable            fatalities__agg_autocorrelation__f_agg_\"mean\"  \\\n",
       "id                                                                  \n",
       "('0', 'YE-AB')                                           0.000000   \n",
       "('0', 'YE-AD')                                           0.000000   \n",
       "('0', 'YE-AM')                                           0.000000   \n",
       "('0', 'YE-BA')                                           0.000000   \n",
       "('0', 'YE-DA')                                           0.000000   \n",
       "('0', 'YE-DH')                                           0.000000   \n",
       "('0', 'YE-HD-AL')                                        0.000000   \n",
       "('0', 'YE-HJ')                                           0.000000   \n",
       "('0', 'YE-HU')                                           0.000000   \n",
       "('0', 'YE-IB')                                           0.000000   \n",
       "('0', 'YE-JA')                                           0.000000   \n",
       "('0', 'YE-LA')                                           0.000000   \n",
       "('0', 'YE-MA')                                           0.000000   \n",
       "('0', 'YE-MR')                                           0.000000   \n",
       "('0', 'YE-MW')                                           0.000000   \n",
       "('0', 'YE-RA')                                           0.000000   \n",
       "('0', 'YE-SA')                                           0.000000   \n",
       "('0', 'YE-SD')                                           0.000000   \n",
       "('0', 'YE-SH')                                           0.000000   \n",
       "('0', 'YE-SN')                                           0.000000   \n",
       "('0', 'YE-TA')                                           0.000000   \n",
       "('1', 'YE-AB')                                           0.000000   \n",
       "('1', 'YE-AD')                                           0.000000   \n",
       "('1', 'YE-AM')                                           0.000000   \n",
       "('1', 'YE-BA')                                           0.000000   \n",
       "('1', 'YE-DA')                                           0.000000   \n",
       "('1', 'YE-DH')                                           0.000000   \n",
       "('1', 'YE-HD-AL')                                        0.000000   \n",
       "('1', 'YE-HJ')                                          -1.000000   \n",
       "('1', 'YE-HU')                                           0.000000   \n",
       "...                                                           ...   \n",
       "('98', 'YE-MA')                                         -0.013232   \n",
       "('98', 'YE-MR')                                          0.000000   \n",
       "('98', 'YE-MW')                                          0.000000   \n",
       "('98', 'YE-RA')                                          0.000000   \n",
       "('98', 'YE-SA')                                         -0.016192   \n",
       "('98', 'YE-SD')                                         -0.016621   \n",
       "('98', 'YE-SH')                                         -0.019496   \n",
       "('98', 'YE-SN')                                          0.002052   \n",
       "('98', 'YE-TA')                                         -0.024966   \n",
       "('99', 'YE-AB')                                         -0.016081   \n",
       "('99', 'YE-AD')                                         -0.009936   \n",
       "('99', 'YE-AM')                                          0.000000   \n",
       "('99', 'YE-BA')                                         -0.011147   \n",
       "('99', 'YE-DA')                                         -0.026525   \n",
       "('99', 'YE-DH')                                         -0.003512   \n",
       "('99', 'YE-HD-AL')                                       0.000000   \n",
       "('99', 'YE-HJ')                                         -0.023701   \n",
       "('99', 'YE-HU')                                         -0.016018   \n",
       "('99', 'YE-IB')                                          0.000000   \n",
       "('99', 'YE-JA')                                         -0.027192   \n",
       "('99', 'YE-LA')                                         -0.018062   \n",
       "('99', 'YE-MA')                                         -0.009248   \n",
       "('99', 'YE-MR')                                          0.000000   \n",
       "('99', 'YE-MW')                                          0.000000   \n",
       "('99', 'YE-RA')                                          0.000000   \n",
       "('99', 'YE-SA')                                         -0.016861   \n",
       "('99', 'YE-SD')                                         -0.015564   \n",
       "('99', 'YE-SH')                                         -0.021378   \n",
       "('99', 'YE-SN')                                         -0.002882   \n",
       "('99', 'YE-TA')                                         -0.028750   \n",
       "\n",
       "variable            fatalities__agg_autocorrelation__f_agg_\"median\"  \\\n",
       "id                                                                    \n",
       "('0', 'YE-AB')                                             0.000000   \n",
       "('0', 'YE-AD')                                             0.000000   \n",
       "('0', 'YE-AM')                                             0.000000   \n",
       "('0', 'YE-BA')                                             0.000000   \n",
       "('0', 'YE-DA')                                             0.000000   \n",
       "('0', 'YE-DH')                                             0.000000   \n",
       "('0', 'YE-HD-AL')                                          0.000000   \n",
       "('0', 'YE-HJ')                                             0.000000   \n",
       "('0', 'YE-HU')                                             0.000000   \n",
       "('0', 'YE-IB')                                             0.000000   \n",
       "('0', 'YE-JA')                                             0.000000   \n",
       "('0', 'YE-LA')                                             0.000000   \n",
       "('0', 'YE-MA')                                             0.000000   \n",
       "('0', 'YE-MR')                                             0.000000   \n",
       "('0', 'YE-MW')                                             0.000000   \n",
       "('0', 'YE-RA')                                             0.000000   \n",
       "('0', 'YE-SA')                                             0.000000   \n",
       "('0', 'YE-SD')                                             0.000000   \n",
       "('0', 'YE-SH')                                             0.000000   \n",
       "('0', 'YE-SN')                                             0.000000   \n",
       "('0', 'YE-TA')                                             0.000000   \n",
       "('1', 'YE-AB')                                             0.000000   \n",
       "('1', 'YE-AD')                                             0.000000   \n",
       "('1', 'YE-AM')                                             0.000000   \n",
       "('1', 'YE-BA')                                             0.000000   \n",
       "('1', 'YE-DA')                                             0.000000   \n",
       "('1', 'YE-DH')                                             0.000000   \n",
       "('1', 'YE-HD-AL')                                          0.000000   \n",
       "('1', 'YE-HJ')                                            -1.000000   \n",
       "('1', 'YE-HU')                                             0.000000   \n",
       "...                                                             ...   \n",
       "('98', 'YE-MA')                                           -0.093512   \n",
       "('98', 'YE-MR')                                            0.000000   \n",
       "('98', 'YE-MW')                                            0.000000   \n",
       "('98', 'YE-RA')                                            0.000000   \n",
       "('98', 'YE-SA')                                           -0.017185   \n",
       "('98', 'YE-SD')                                           -0.081218   \n",
       "('98', 'YE-SH')                                           -0.031050   \n",
       "('98', 'YE-SN')                                           -0.057498   \n",
       "('98', 'YE-TA')                                           -0.018656   \n",
       "('99', 'YE-AB')                                           -0.048355   \n",
       "('99', 'YE-AD')                                           -0.070125   \n",
       "('99', 'YE-AM')                                            0.000000   \n",
       "('99', 'YE-BA')                                           -0.091698   \n",
       "('99', 'YE-DA')                                           -0.076751   \n",
       "('99', 'YE-DH')                                           -0.027593   \n",
       "('99', 'YE-HD-AL')                                         0.000000   \n",
       "('99', 'YE-HJ')                                           -0.078117   \n",
       "('99', 'YE-HU')                                           -0.047917   \n",
       "('99', 'YE-IB')                                            0.000000   \n",
       "('99', 'YE-JA')                                           -0.067507   \n",
       "('99', 'YE-LA')                                           -0.041608   \n",
       "('99', 'YE-MA')                                           -0.080751   \n",
       "('99', 'YE-MR')                                            0.000000   \n",
       "('99', 'YE-MW')                                            0.000000   \n",
       "('99', 'YE-RA')                                            0.000000   \n",
       "('99', 'YE-SA')                                           -0.018468   \n",
       "('99', 'YE-SD')                                           -0.076895   \n",
       "('99', 'YE-SH')                                           -0.055176   \n",
       "('99', 'YE-SN')                                           -0.043160   \n",
       "('99', 'YE-TA')                                           -0.016856   \n",
       "\n",
       "variable            fatalities__agg_autocorrelation__f_agg_\"var\"  \\\n",
       "id                                                                 \n",
       "('0', 'YE-AB')                                          0.000000   \n",
       "('0', 'YE-AD')                                          0.000000   \n",
       "('0', 'YE-AM')                                          0.000000   \n",
       "('0', 'YE-BA')                                          0.000000   \n",
       "('0', 'YE-DA')                                          0.000000   \n",
       "('0', 'YE-DH')                                          0.000000   \n",
       "('0', 'YE-HD-AL')                                       0.000000   \n",
       "('0', 'YE-HJ')                                          0.000000   \n",
       "('0', 'YE-HU')                                          0.000000   \n",
       "('0', 'YE-IB')                                          0.000000   \n",
       "('0', 'YE-JA')                                          0.000000   \n",
       "('0', 'YE-LA')                                          0.000000   \n",
       "('0', 'YE-MA')                                          0.000000   \n",
       "('0', 'YE-MR')                                          0.000000   \n",
       "('0', 'YE-MW')                                          0.000000   \n",
       "('0', 'YE-RA')                                          0.000000   \n",
       "('0', 'YE-SA')                                          0.000000   \n",
       "('0', 'YE-SD')                                          0.000000   \n",
       "('0', 'YE-SH')                                          0.000000   \n",
       "('0', 'YE-SN')                                          0.000000   \n",
       "('0', 'YE-TA')                                          0.000000   \n",
       "('1', 'YE-AB')                                          0.000000   \n",
       "('1', 'YE-AD')                                          0.000000   \n",
       "('1', 'YE-AM')                                          0.000000   \n",
       "('1', 'YE-BA')                                          0.000000   \n",
       "('1', 'YE-DA')                                          0.000000   \n",
       "('1', 'YE-DH')                                          0.000000   \n",
       "('1', 'YE-HD-AL')                                       0.000000   \n",
       "('1', 'YE-HJ')                                          0.000000   \n",
       "('1', 'YE-HU')                                          0.000000   \n",
       "...                                                          ...   \n",
       "('98', 'YE-MA')                                         0.038097   \n",
       "('98', 'YE-MR')                                         0.000000   \n",
       "('98', 'YE-MW')                                         0.000000   \n",
       "('98', 'YE-RA')                                         0.000000   \n",
       "('98', 'YE-SA')                                         0.001041   \n",
       "('98', 'YE-SD')                                         0.025251   \n",
       "('98', 'YE-SH')                                         0.024092   \n",
       "('98', 'YE-SN')                                         0.038230   \n",
       "('98', 'YE-TA')                                         0.025674   \n",
       "('99', 'YE-AB')                                         0.017738   \n",
       "('99', 'YE-AD')                                         0.025283   \n",
       "('99', 'YE-AM')                                         0.000000   \n",
       "('99', 'YE-BA')                                         0.032512   \n",
       "('99', 'YE-DA')                                         0.018540   \n",
       "('99', 'YE-DH')                                         0.024668   \n",
       "('99', 'YE-HD-AL')                                      0.000000   \n",
       "('99', 'YE-HJ')                                         0.038167   \n",
       "('99', 'YE-HU')                                         0.036335   \n",
       "('99', 'YE-IB')                                         0.000000   \n",
       "('99', 'YE-JA')                                         0.032844   \n",
       "('99', 'YE-LA')                                         0.022940   \n",
       "('99', 'YE-MA')                                         0.042093   \n",
       "('99', 'YE-MR')                                         0.000000   \n",
       "('99', 'YE-MW')                                         0.000000   \n",
       "('99', 'YE-RA')                                         0.000000   \n",
       "('99', 'YE-SA')                                         0.001040   \n",
       "('99', 'YE-SD')                                         0.023012   \n",
       "('99', 'YE-SH')                                         0.026173   \n",
       "('99', 'YE-SN')                                         0.037348   \n",
       "('99', 'YE-TA')                                         0.027842   \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"intercept\"  \\\n",
       "id                                                                                              \n",
       "('0', 'YE-AB')                                               0.000191                           \n",
       "('0', 'YE-AD')                                               0.000191                           \n",
       "('0', 'YE-AM')                                               0.000191                           \n",
       "('0', 'YE-BA')                                               0.000191                           \n",
       "('0', 'YE-DA')                                               0.000191                           \n",
       "('0', 'YE-DH')                                               0.000191                           \n",
       "('0', 'YE-HD-AL')                                            0.000191                           \n",
       "('0', 'YE-HJ')                                               0.000191                           \n",
       "('0', 'YE-HU')                                               0.000191                           \n",
       "('0', 'YE-IB')                                               0.000191                           \n",
       "('0', 'YE-JA')                                               0.000191                           \n",
       "('0', 'YE-LA')                                               0.000191                           \n",
       "('0', 'YE-MA')                                               0.000191                           \n",
       "('0', 'YE-MR')                                               0.000191                           \n",
       "('0', 'YE-MW')                                               0.000191                           \n",
       "('0', 'YE-RA')                                               0.000191                           \n",
       "('0', 'YE-SA')                                               0.000191                           \n",
       "('0', 'YE-SD')                                               0.000191                           \n",
       "('0', 'YE-SH')                                               0.000191                           \n",
       "('0', 'YE-SN')                                               0.000191                           \n",
       "('0', 'YE-TA')                                               0.000191                           \n",
       "('1', 'YE-AB')                                               0.000191                           \n",
       "('1', 'YE-AD')                                               0.000191                           \n",
       "('1', 'YE-AM')                                               0.000191                           \n",
       "('1', 'YE-BA')                                               0.000191                           \n",
       "('1', 'YE-DA')                                               0.000191                           \n",
       "('1', 'YE-DH')                                               0.000191                           \n",
       "('1', 'YE-HD-AL')                                            0.000191                           \n",
       "('1', 'YE-HJ')                                               0.000191                           \n",
       "('1', 'YE-HU')                                               0.000191                           \n",
       "...                                                               ...                           \n",
       "('98', 'YE-MA')                                              0.007684                           \n",
       "('98', 'YE-MR')                                              0.000000                           \n",
       "('98', 'YE-MW')                                              0.000000                           \n",
       "('98', 'YE-RA')                                              0.000000                           \n",
       "('98', 'YE-SA')                                             -0.000221                           \n",
       "('98', 'YE-SD')                                              0.001167                           \n",
       "('98', 'YE-SH')                                              0.002771                           \n",
       "('98', 'YE-SN')                                              0.000191                           \n",
       "('98', 'YE-TA')                                              0.000234                           \n",
       "('99', 'YE-AB')                                              0.002227                           \n",
       "('99', 'YE-AD')                                              0.000056                           \n",
       "('99', 'YE-AM')                                              0.000000                           \n",
       "('99', 'YE-BA')                                              0.002216                           \n",
       "('99', 'YE-DA')                                             -0.000184                           \n",
       "('99', 'YE-DH')                                              0.000040                           \n",
       "('99', 'YE-HD-AL')                                           0.000000                           \n",
       "('99', 'YE-HJ')                                              0.000455                           \n",
       "('99', 'YE-HU')                                              0.000009                           \n",
       "('99', 'YE-IB')                                              0.000039                           \n",
       "('99', 'YE-JA')                                              0.005230                           \n",
       "('99', 'YE-LA')                                              0.001387                           \n",
       "('99', 'YE-MA')                                              0.007684                           \n",
       "('99', 'YE-MR')                                              0.000000                           \n",
       "('99', 'YE-MW')                                              0.000000                           \n",
       "('99', 'YE-RA')                                              0.000000                           \n",
       "('99', 'YE-SA')                                             -0.000221                           \n",
       "('99', 'YE-SD')                                              0.001230                           \n",
       "('99', 'YE-SH')                                              0.002771                           \n",
       "('99', 'YE-SN')                                              0.000257                           \n",
       "('99', 'YE-TA')                                              0.000229                           \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"rvalue\"  \\\n",
       "id                                                                                           \n",
       "('0', 'YE-AB')                                           0.000000e+00                        \n",
       "('0', 'YE-AD')                                           0.000000e+00                        \n",
       "('0', 'YE-AM')                                           0.000000e+00                        \n",
       "('0', 'YE-BA')                                           0.000000e+00                        \n",
       "('0', 'YE-DA')                                           0.000000e+00                        \n",
       "('0', 'YE-DH')                                           0.000000e+00                        \n",
       "('0', 'YE-HD-AL')                                        0.000000e+00                        \n",
       "('0', 'YE-HJ')                                           0.000000e+00                        \n",
       "('0', 'YE-HU')                                           0.000000e+00                        \n",
       "('0', 'YE-IB')                                           0.000000e+00                        \n",
       "('0', 'YE-JA')                                           0.000000e+00                        \n",
       "('0', 'YE-LA')                                           0.000000e+00                        \n",
       "('0', 'YE-MA')                                           0.000000e+00                        \n",
       "('0', 'YE-MR')                                           0.000000e+00                        \n",
       "('0', 'YE-MW')                                           0.000000e+00                        \n",
       "('0', 'YE-RA')                                           0.000000e+00                        \n",
       "('0', 'YE-SA')                                           0.000000e+00                        \n",
       "('0', 'YE-SD')                                           0.000000e+00                        \n",
       "('0', 'YE-SH')                                           0.000000e+00                        \n",
       "('0', 'YE-SN')                                           0.000000e+00                        \n",
       "('0', 'YE-TA')                                           0.000000e+00                        \n",
       "('1', 'YE-AB')                                           0.000000e+00                        \n",
       "('1', 'YE-AD')                                           0.000000e+00                        \n",
       "('1', 'YE-AM')                                           0.000000e+00                        \n",
       "('1', 'YE-BA')                                           0.000000e+00                        \n",
       "('1', 'YE-DA')                                           0.000000e+00                        \n",
       "('1', 'YE-DH')                                           0.000000e+00                        \n",
       "('1', 'YE-HD-AL')                                        0.000000e+00                        \n",
       "('1', 'YE-HJ')                                           0.000000e+00                        \n",
       "('1', 'YE-HU')                                           0.000000e+00                        \n",
       "...                                                               ...                        \n",
       "('98', 'YE-MA')                                          8.747716e-02                        \n",
       "('98', 'YE-MR')                                          0.000000e+00                        \n",
       "('98', 'YE-MW')                                          0.000000e+00                        \n",
       "('98', 'YE-RA')                                          0.000000e+00                        \n",
       "('98', 'YE-SA')                                          6.546537e-01                        \n",
       "('98', 'YE-SD')                                         -5.427176e-01                        \n",
       "('98', 'YE-SH')                                          2.070197e-01                        \n",
       "('98', 'YE-SN')                                          4.389024e-01                        \n",
       "('98', 'YE-TA')                                         -4.506612e-01                        \n",
       "('99', 'YE-AB')                                         -2.590225e-01                        \n",
       "('99', 'YE-AD')                                          6.297438e-17                        \n",
       "('99', 'YE-AM')                                          0.000000e+00                        \n",
       "('99', 'YE-BA')                                          1.863403e-01                        \n",
       "('99', 'YE-DA')                                          9.037704e-01                        \n",
       "('99', 'YE-DH')                                         -5.749889e-01                        \n",
       "('99', 'YE-HD-AL')                                       0.000000e+00                        \n",
       "('99', 'YE-HJ')                                          1.167351e-02                        \n",
       "('99', 'YE-HU')                                          2.550691e-01                        \n",
       "('99', 'YE-IB')                                         -7.045821e-01                        \n",
       "('99', 'YE-JA')                                         -1.467599e-01                        \n",
       "('99', 'YE-LA')                                         -6.546537e-01                        \n",
       "('99', 'YE-MA')                                          8.747716e-02                        \n",
       "('99', 'YE-MR')                                          0.000000e+00                        \n",
       "('99', 'YE-MW')                                          0.000000e+00                        \n",
       "('99', 'YE-RA')                                          0.000000e+00                        \n",
       "('99', 'YE-SA')                                          6.546537e-01                        \n",
       "('99', 'YE-SD')                                         -6.201737e-01                        \n",
       "('99', 'YE-SH')                                          2.070197e-01                        \n",
       "('99', 'YE-SN')                                          4.915177e-01                        \n",
       "('99', 'YE-TA')                                         -4.175236e-01                        \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"slope\"  \\\n",
       "id                                                                                          \n",
       "('0', 'YE-AB')                                           0.000000e+00                       \n",
       "('0', 'YE-AD')                                           0.000000e+00                       \n",
       "('0', 'YE-AM')                                           0.000000e+00                       \n",
       "('0', 'YE-BA')                                           0.000000e+00                       \n",
       "('0', 'YE-DA')                                           0.000000e+00                       \n",
       "('0', 'YE-DH')                                           0.000000e+00                       \n",
       "('0', 'YE-HD-AL')                                        0.000000e+00                       \n",
       "('0', 'YE-HJ')                                           0.000000e+00                       \n",
       "('0', 'YE-HU')                                           0.000000e+00                       \n",
       "('0', 'YE-IB')                                           0.000000e+00                       \n",
       "('0', 'YE-JA')                                           0.000000e+00                       \n",
       "('0', 'YE-LA')                                           0.000000e+00                       \n",
       "('0', 'YE-MA')                                           0.000000e+00                       \n",
       "('0', 'YE-MR')                                           0.000000e+00                       \n",
       "('0', 'YE-MW')                                           0.000000e+00                       \n",
       "('0', 'YE-RA')                                           0.000000e+00                       \n",
       "('0', 'YE-SA')                                           0.000000e+00                       \n",
       "('0', 'YE-SD')                                           0.000000e+00                       \n",
       "('0', 'YE-SH')                                           0.000000e+00                       \n",
       "('0', 'YE-SN')                                           0.000000e+00                       \n",
       "('0', 'YE-TA')                                           0.000000e+00                       \n",
       "('1', 'YE-AB')                                           0.000000e+00                       \n",
       "('1', 'YE-AD')                                           0.000000e+00                       \n",
       "('1', 'YE-AM')                                           0.000000e+00                       \n",
       "('1', 'YE-BA')                                           0.000000e+00                       \n",
       "('1', 'YE-DA')                                           0.000000e+00                       \n",
       "('1', 'YE-DH')                                           0.000000e+00                       \n",
       "('1', 'YE-HD-AL')                                        0.000000e+00                       \n",
       "('1', 'YE-HJ')                                           0.000000e+00                       \n",
       "('1', 'YE-HU')                                           0.000000e+00                       \n",
       "...                                                               ...                       \n",
       "('98', 'YE-MA')                                          1.458195e-04                       \n",
       "('98', 'YE-MR')                                          0.000000e+00                       \n",
       "('98', 'YE-MW')                                          0.000000e+00                       \n",
       "('98', 'YE-RA')                                          0.000000e+00                       \n",
       "('98', 'YE-SA')                                          1.656222e-04                       \n",
       "('98', 'YE-SD')                                         -1.728090e-04                       \n",
       "('98', 'YE-SH')                                          5.384943e-05                       \n",
       "('98', 'YE-SN')                                          7.641959e-05                       \n",
       "('98', 'YE-TA')                                         -2.231395e-05                       \n",
       "('99', 'YE-AB')                                         -2.303887e-04                       \n",
       "('99', 'YE-AD')                                          2.323290e-21                       \n",
       "('99', 'YE-AM')                                          0.000000e+00                       \n",
       "('99', 'YE-BA')                                          1.922856e-04                       \n",
       "('99', 'YE-DA')                                          7.159725e-04                       \n",
       "('99', 'YE-DH')                                         -8.928459e-06                       \n",
       "('99', 'YE-HD-AL')                                       0.000000e+00                       \n",
       "('99', 'YE-HJ')                                          1.604428e-06                       \n",
       "('99', 'YE-HU')                                          4.210533e-06                       \n",
       "('99', 'YE-IB')                                         -9.899577e-06                       \n",
       "('99', 'YE-JA')                                         -9.095789e-05                       \n",
       "('99', 'YE-LA')                                         -1.664973e-04                       \n",
       "('99', 'YE-MA')                                          1.458195e-04                       \n",
       "('99', 'YE-MR')                                          0.000000e+00                       \n",
       "('99', 'YE-MW')                                          0.000000e+00                       \n",
       "('99', 'YE-RA')                                          0.000000e+00                       \n",
       "('99', 'YE-SA')                                          1.656222e-04                       \n",
       "('99', 'YE-SD')                                         -2.050276e-04                       \n",
       "('99', 'YE-SH')                                          5.384943e-05                       \n",
       "('99', 'YE-SN')                                          7.147156e-05                       \n",
       "('99', 'YE-TA')                                         -2.093654e-05                       \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"stderr\"  \\\n",
       "id                                                                                           \n",
       "('0', 'YE-AB')                                               0.000052                        \n",
       "('0', 'YE-AD')                                               0.000052                        \n",
       "('0', 'YE-AM')                                               0.000052                        \n",
       "('0', 'YE-BA')                                               0.000052                        \n",
       "('0', 'YE-DA')                                               0.000052                        \n",
       "('0', 'YE-DH')                                               0.000052                        \n",
       "('0', 'YE-HD-AL')                                            0.000052                        \n",
       "('0', 'YE-HJ')                                               0.000052                        \n",
       "('0', 'YE-HU')                                               0.000052                        \n",
       "('0', 'YE-IB')                                               0.000052                        \n",
       "('0', 'YE-JA')                                               0.000052                        \n",
       "('0', 'YE-LA')                                               0.000052                        \n",
       "('0', 'YE-MA')                                               0.000052                        \n",
       "('0', 'YE-MR')                                               0.000052                        \n",
       "('0', 'YE-MW')                                               0.000052                        \n",
       "('0', 'YE-RA')                                               0.000052                        \n",
       "('0', 'YE-SA')                                               0.000052                        \n",
       "('0', 'YE-SD')                                               0.000052                        \n",
       "('0', 'YE-SH')                                               0.000052                        \n",
       "('0', 'YE-SN')                                               0.000052                        \n",
       "('0', 'YE-TA')                                               0.000052                        \n",
       "('1', 'YE-AB')                                               0.000052                        \n",
       "('1', 'YE-AD')                                               0.000052                        \n",
       "('1', 'YE-AM')                                               0.000052                        \n",
       "('1', 'YE-BA')                                               0.000052                        \n",
       "('1', 'YE-DA')                                               0.000052                        \n",
       "('1', 'YE-DH')                                               0.000052                        \n",
       "('1', 'YE-HD-AL')                                            0.000052                        \n",
       "('1', 'YE-HJ')                                               0.000052                        \n",
       "('1', 'YE-HU')                                               0.000052                        \n",
       "...                                                               ...                        \n",
       "('98', 'YE-MA')                                              0.000830                        \n",
       "('98', 'YE-MR')                                              0.000000                        \n",
       "('98', 'YE-MW')                                              0.000000                        \n",
       "('98', 'YE-RA')                                              0.000000                        \n",
       "('98', 'YE-SA')                                              0.000096                        \n",
       "('98', 'YE-SD')                                              0.000134                        \n",
       "('98', 'YE-SH')                                              0.000127                        \n",
       "('98', 'YE-SN')                                              0.000078                        \n",
       "('98', 'YE-TA')                                              0.000022                        \n",
       "('99', 'YE-AB')                                              0.000430                        \n",
       "('99', 'YE-AD')                                              0.000018                        \n",
       "('99', 'YE-AM')                                              0.000000                        \n",
       "('99', 'YE-BA')                                              0.000507                        \n",
       "('99', 'YE-DA')                                              0.000170                        \n",
       "('99', 'YE-DH')                                              0.000006                        \n",
       "('99', 'YE-HD-AL')                                           0.000000                        \n",
       "('99', 'YE-HJ')                                              0.000069                        \n",
       "('99', 'YE-HU')                                              0.000008                        \n",
       "('99', 'YE-IB')                                              0.000005                        \n",
       "('99', 'YE-JA')                                              0.000307                        \n",
       "('99', 'YE-LA')                                              0.000096                        \n",
       "('99', 'YE-MA')                                              0.000830                        \n",
       "('99', 'YE-MR')                                              0.000000                        \n",
       "('99', 'YE-MW')                                              0.000000                        \n",
       "('99', 'YE-RA')                                              0.000000                        \n",
       "('99', 'YE-SA')                                              0.000096                        \n",
       "('99', 'YE-SD')                                              0.000130                        \n",
       "('99', 'YE-SH')                                              0.000127                        \n",
       "('99', 'YE-SN')                                              0.000063                        \n",
       "('99', 'YE-TA')                                              0.000023                        \n",
       "\n",
       "variable            fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"  \\\n",
       "id                                                                                              \n",
       "('0', 'YE-AB')                                               0.000730                           \n",
       "('0', 'YE-AD')                                               0.000730                           \n",
       "('0', 'YE-AM')                                               0.000730                           \n",
       "('0', 'YE-BA')                                               0.000730                           \n",
       "('0', 'YE-DA')                                               0.000730                           \n",
       "('0', 'YE-DH')                                               0.000730                           \n",
       "('0', 'YE-HD-AL')                                            0.000730                           \n",
       "('0', 'YE-HJ')                                               0.000730                           \n",
       "('0', 'YE-HU')                                               0.000730                           \n",
       "('0', 'YE-IB')                                               0.000730                           \n",
       "('0', 'YE-JA')                                               0.000730                           \n",
       "('0', 'YE-LA')                                               0.000730                           \n",
       "('0', 'YE-MA')                                               0.000730                           \n",
       "('0', 'YE-MR')                                               0.000730                           \n",
       "('0', 'YE-MW')                                               0.000730                           \n",
       "('0', 'YE-RA')                                               0.000730                           \n",
       "('0', 'YE-SA')                                               0.000730                           \n",
       "('0', 'YE-SD')                                               0.000730                           \n",
       "('0', 'YE-SH')                                               0.000730                           \n",
       "('0', 'YE-SN')                                               0.000730                           \n",
       "('0', 'YE-TA')                                               0.000730                           \n",
       "('1', 'YE-AB')                                               0.000730                           \n",
       "('1', 'YE-AD')                                               0.000730                           \n",
       "('1', 'YE-AM')                                               0.000730                           \n",
       "('1', 'YE-BA')                                               0.000730                           \n",
       "('1', 'YE-DA')                                               0.000730                           \n",
       "('1', 'YE-DH')                                               0.000730                           \n",
       "('1', 'YE-HD-AL')                                            0.000730                           \n",
       "('1', 'YE-HJ')                                               0.000730                           \n",
       "('1', 'YE-HU')                                               0.000730                           \n",
       "...                                                               ...                           \n",
       "('98', 'YE-MA')                                              0.011778                           \n",
       "('98', 'YE-MR')                                              0.000000                           \n",
       "('98', 'YE-MW')                                              0.000000                           \n",
       "('98', 'YE-RA')                                              0.000000                           \n",
       "('98', 'YE-SA')                                              0.000000                           \n",
       "('98', 'YE-SD')                                              0.001435                           \n",
       "('98', 'YE-SH')                                              0.003769                           \n",
       "('98', 'YE-SN')                                              0.000577                           \n",
       "('98', 'YE-TA')                                              0.000337                           \n",
       "('99', 'YE-AB')                                              0.004608                           \n",
       "('99', 'YE-AD')                                              0.000169                           \n",
       "('99', 'YE-AM')                                              0.000000                           \n",
       "('99', 'YE-BA')                                              0.005584                           \n",
       "('99', 'YE-DA')                                              0.003304                           \n",
       "('99', 'YE-DH')                                              0.000069                           \n",
       "('99', 'YE-HD-AL')                                           0.000000                           \n",
       "('99', 'YE-HJ')                                              0.000730                           \n",
       "('99', 'YE-HU')                                              0.000056                           \n",
       "('99', 'YE-IB')                                              0.000065                           \n",
       "('99', 'YE-JA')                                              0.006822                           \n",
       "('99', 'YE-LA')                                              0.001165                           \n",
       "('99', 'YE-MA')                                              0.011778                           \n",
       "('99', 'YE-MR')                                              0.000000                           \n",
       "('99', 'YE-MW')                                              0.000000                           \n",
       "('99', 'YE-RA')                                              0.000000                           \n",
       "('99', 'YE-SA')                                              0.000000                           \n",
       "('99', 'YE-SD')                                              0.001435                           \n",
       "('99', 'YE-SH')                                              0.003769                           \n",
       "('99', 'YE-SN')                                              0.000904                           \n",
       "('99', 'YE-TA')                                              0.000337                           \n",
       "\n",
       "variable                                   ...                           \\\n",
       "id                                         ...                            \n",
       "('0', 'YE-AB')                             ...                            \n",
       "('0', 'YE-AD')                             ...                            \n",
       "('0', 'YE-AM')                             ...                            \n",
       "('0', 'YE-BA')                             ...                            \n",
       "('0', 'YE-DA')                             ...                            \n",
       "('0', 'YE-DH')                             ...                            \n",
       "('0', 'YE-HD-AL')                          ...                            \n",
       "('0', 'YE-HJ')                             ...                            \n",
       "('0', 'YE-HU')                             ...                            \n",
       "('0', 'YE-IB')                             ...                            \n",
       "('0', 'YE-JA')                             ...                            \n",
       "('0', 'YE-LA')                             ...                            \n",
       "('0', 'YE-MA')                             ...                            \n",
       "('0', 'YE-MR')                             ...                            \n",
       "('0', 'YE-MW')                             ...                            \n",
       "('0', 'YE-RA')                             ...                            \n",
       "('0', 'YE-SA')                             ...                            \n",
       "('0', 'YE-SD')                             ...                            \n",
       "('0', 'YE-SH')                             ...                            \n",
       "('0', 'YE-SN')                             ...                            \n",
       "('0', 'YE-TA')                             ...                            \n",
       "('1', 'YE-AB')                             ...                            \n",
       "('1', 'YE-AD')                             ...                            \n",
       "('1', 'YE-AM')                             ...                            \n",
       "('1', 'YE-BA')                             ...                            \n",
       "('1', 'YE-DA')                             ...                            \n",
       "('1', 'YE-DH')                             ...                            \n",
       "('1', 'YE-HD-AL')                          ...                            \n",
       "('1', 'YE-HJ')                             ...                            \n",
       "('1', 'YE-HU')                             ...                            \n",
       "...                                        ...                            \n",
       "('98', 'YE-MA')                            ...                            \n",
       "('98', 'YE-MR')                            ...                            \n",
       "('98', 'YE-MW')                            ...                            \n",
       "('98', 'YE-RA')                            ...                            \n",
       "('98', 'YE-SA')                            ...                            \n",
       "('98', 'YE-SD')                            ...                            \n",
       "('98', 'YE-SH')                            ...                            \n",
       "('98', 'YE-SN')                            ...                            \n",
       "('98', 'YE-TA')                            ...                            \n",
       "('99', 'YE-AB')                            ...                            \n",
       "('99', 'YE-AD')                            ...                            \n",
       "('99', 'YE-AM')                            ...                            \n",
       "('99', 'YE-BA')                            ...                            \n",
       "('99', 'YE-DA')                            ...                            \n",
       "('99', 'YE-DH')                            ...                            \n",
       "('99', 'YE-HD-AL')                         ...                            \n",
       "('99', 'YE-HJ')                            ...                            \n",
       "('99', 'YE-HU')                            ...                            \n",
       "('99', 'YE-IB')                            ...                            \n",
       "('99', 'YE-JA')                            ...                            \n",
       "('99', 'YE-LA')                            ...                            \n",
       "('99', 'YE-MA')                            ...                            \n",
       "('99', 'YE-MR')                            ...                            \n",
       "('99', 'YE-MW')                            ...                            \n",
       "('99', 'YE-RA')                            ...                            \n",
       "('99', 'YE-SA')                            ...                            \n",
       "('99', 'YE-SD')                            ...                            \n",
       "('99', 'YE-SH')                            ...                            \n",
       "('99', 'YE-SN')                            ...                            \n",
       "('99', 'YE-TA')                            ...                            \n",
       "\n",
       "variable            new_deaths__time_reversal_asymmetry_statistic__lag_1  \\\n",
       "id                                                                         \n",
       "('0', 'YE-AB')                                           0.000000e+00      \n",
       "('0', 'YE-AD')                                           0.000000e+00      \n",
       "('0', 'YE-AM')                                           0.000000e+00      \n",
       "('0', 'YE-BA')                                           0.000000e+00      \n",
       "('0', 'YE-DA')                                           0.000000e+00      \n",
       "('0', 'YE-DH')                                           0.000000e+00      \n",
       "('0', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('0', 'YE-HJ')                                           0.000000e+00      \n",
       "('0', 'YE-HU')                                           0.000000e+00      \n",
       "('0', 'YE-IB')                                           0.000000e+00      \n",
       "('0', 'YE-JA')                                           0.000000e+00      \n",
       "('0', 'YE-LA')                                           0.000000e+00      \n",
       "('0', 'YE-MA')                                           0.000000e+00      \n",
       "('0', 'YE-MR')                                           0.000000e+00      \n",
       "('0', 'YE-MW')                                           0.000000e+00      \n",
       "('0', 'YE-RA')                                           0.000000e+00      \n",
       "('0', 'YE-SA')                                           0.000000e+00      \n",
       "('0', 'YE-SD')                                           0.000000e+00      \n",
       "('0', 'YE-SH')                                           0.000000e+00      \n",
       "('0', 'YE-SN')                                           0.000000e+00      \n",
       "('0', 'YE-TA')                                           0.000000e+00      \n",
       "('1', 'YE-AB')                                           0.000000e+00      \n",
       "('1', 'YE-AD')                                           0.000000e+00      \n",
       "('1', 'YE-AM')                                           0.000000e+00      \n",
       "('1', 'YE-BA')                                           0.000000e+00      \n",
       "('1', 'YE-DA')                                           0.000000e+00      \n",
       "('1', 'YE-DH')                                           0.000000e+00      \n",
       "('1', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('1', 'YE-HJ')                                           0.000000e+00      \n",
       "('1', 'YE-HU')                                           0.000000e+00      \n",
       "...                                                               ...      \n",
       "('98', 'YE-MA')                                          0.000000e+00      \n",
       "('98', 'YE-MR')                                          0.000000e+00      \n",
       "('98', 'YE-MW')                                         -1.654777e-06      \n",
       "('98', 'YE-RA')                                          4.557340e-06      \n",
       "('98', 'YE-SA')                                          2.242911e-08      \n",
       "('98', 'YE-SD')                                          0.000000e+00      \n",
       "('98', 'YE-SH')                                          0.000000e+00      \n",
       "('98', 'YE-SN')                                         -2.175032e-11      \n",
       "('98', 'YE-TA')                                         -3.083224e-09      \n",
       "('99', 'YE-AB')                                          0.000000e+00      \n",
       "('99', 'YE-AD')                                          0.000000e+00      \n",
       "('99', 'YE-AM')                                          9.967782e-09      \n",
       "('99', 'YE-BA')                                          0.000000e+00      \n",
       "('99', 'YE-DA')                                         -4.385034e-06      \n",
       "('99', 'YE-DH')                                         -1.432318e-08      \n",
       "('99', 'YE-HD-AL')                                       0.000000e+00      \n",
       "('99', 'YE-HJ')                                         -1.565123e-07      \n",
       "('99', 'YE-HU')                                          1.916097e-12      \n",
       "('99', 'YE-IB')                                         -1.122793e-09      \n",
       "('99', 'YE-JA')                                         -1.246918e-07      \n",
       "('99', 'YE-LA')                                          0.000000e+00      \n",
       "('99', 'YE-MA')                                          0.000000e+00      \n",
       "('99', 'YE-MR')                                          0.000000e+00      \n",
       "('99', 'YE-MW')                                          1.157187e-08      \n",
       "('99', 'YE-RA')                                          3.267729e-06      \n",
       "('99', 'YE-SA')                                          2.242911e-08      \n",
       "('99', 'YE-SD')                                          0.000000e+00      \n",
       "('99', 'YE-SH')                                          0.000000e+00      \n",
       "('99', 'YE-SN')                                         -2.175032e-11      \n",
       "('99', 'YE-TA')                                         -2.313400e-09      \n",
       "\n",
       "variable            new_deaths__time_reversal_asymmetry_statistic__lag_2  \\\n",
       "id                                                                         \n",
       "('0', 'YE-AB')                                           0.000000e+00      \n",
       "('0', 'YE-AD')                                           0.000000e+00      \n",
       "('0', 'YE-AM')                                           0.000000e+00      \n",
       "('0', 'YE-BA')                                           0.000000e+00      \n",
       "('0', 'YE-DA')                                           0.000000e+00      \n",
       "('0', 'YE-DH')                                           0.000000e+00      \n",
       "('0', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('0', 'YE-HJ')                                           0.000000e+00      \n",
       "('0', 'YE-HU')                                           0.000000e+00      \n",
       "('0', 'YE-IB')                                           0.000000e+00      \n",
       "('0', 'YE-JA')                                           0.000000e+00      \n",
       "('0', 'YE-LA')                                           0.000000e+00      \n",
       "('0', 'YE-MA')                                           0.000000e+00      \n",
       "('0', 'YE-MR')                                           0.000000e+00      \n",
       "('0', 'YE-MW')                                           0.000000e+00      \n",
       "('0', 'YE-RA')                                           0.000000e+00      \n",
       "('0', 'YE-SA')                                           0.000000e+00      \n",
       "('0', 'YE-SD')                                           0.000000e+00      \n",
       "('0', 'YE-SH')                                           0.000000e+00      \n",
       "('0', 'YE-SN')                                           0.000000e+00      \n",
       "('0', 'YE-TA')                                           0.000000e+00      \n",
       "('1', 'YE-AB')                                           0.000000e+00      \n",
       "('1', 'YE-AD')                                           0.000000e+00      \n",
       "('1', 'YE-AM')                                           0.000000e+00      \n",
       "('1', 'YE-BA')                                           0.000000e+00      \n",
       "('1', 'YE-DA')                                           0.000000e+00      \n",
       "('1', 'YE-DH')                                           0.000000e+00      \n",
       "('1', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('1', 'YE-HJ')                                           0.000000e+00      \n",
       "('1', 'YE-HU')                                           0.000000e+00      \n",
       "...                                                               ...      \n",
       "('98', 'YE-MA')                                          0.000000e+00      \n",
       "('98', 'YE-MR')                                          0.000000e+00      \n",
       "('98', 'YE-MW')                                         -9.606834e-08      \n",
       "('98', 'YE-RA')                                         -4.618045e-06      \n",
       "('98', 'YE-SA')                                         -2.586166e-08      \n",
       "('98', 'YE-SD')                                          1.175030e-07      \n",
       "('98', 'YE-SH')                                          0.000000e+00      \n",
       "('98', 'YE-SN')                                         -1.676761e-08      \n",
       "('98', 'YE-TA')                                         -3.603085e-09      \n",
       "('99', 'YE-AB')                                          0.000000e+00      \n",
       "('99', 'YE-AD')                                          8.798412e-08      \n",
       "('99', 'YE-AM')                                          1.034392e-08      \n",
       "('99', 'YE-BA')                                          0.000000e+00      \n",
       "('99', 'YE-DA')                                         -5.269008e-06      \n",
       "('99', 'YE-DH')                                         -5.010145e-08      \n",
       "('99', 'YE-HD-AL')                                       0.000000e+00      \n",
       "('99', 'YE-HJ')                                         -1.866259e-06      \n",
       "('99', 'YE-HU')                                         -4.906583e-09      \n",
       "('99', 'YE-IB')                                          1.375417e-09      \n",
       "('99', 'YE-JA')                                          0.000000e+00      \n",
       "('99', 'YE-LA')                                          0.000000e+00      \n",
       "('99', 'YE-MA')                                          0.000000e+00      \n",
       "('99', 'YE-MR')                                          0.000000e+00      \n",
       "('99', 'YE-MW')                                         -9.606834e-08      \n",
       "('99', 'YE-RA')                                         -4.816308e-06      \n",
       "('99', 'YE-SA')                                         -3.103399e-08      \n",
       "('99', 'YE-SD')                                          1.175030e-07      \n",
       "('99', 'YE-SH')                                          0.000000e+00      \n",
       "('99', 'YE-SN')                                         -2.434066e-09      \n",
       "('99', 'YE-TA')                                         -3.603085e-09      \n",
       "\n",
       "variable            new_deaths__time_reversal_asymmetry_statistic__lag_3  \\\n",
       "id                                                                         \n",
       "('0', 'YE-AB')                                           0.000000e+00      \n",
       "('0', 'YE-AD')                                           0.000000e+00      \n",
       "('0', 'YE-AM')                                           0.000000e+00      \n",
       "('0', 'YE-BA')                                           0.000000e+00      \n",
       "('0', 'YE-DA')                                           0.000000e+00      \n",
       "('0', 'YE-DH')                                           0.000000e+00      \n",
       "('0', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('0', 'YE-HJ')                                           0.000000e+00      \n",
       "('0', 'YE-HU')                                           0.000000e+00      \n",
       "('0', 'YE-IB')                                           0.000000e+00      \n",
       "('0', 'YE-JA')                                           0.000000e+00      \n",
       "('0', 'YE-LA')                                           0.000000e+00      \n",
       "('0', 'YE-MA')                                           0.000000e+00      \n",
       "('0', 'YE-MR')                                           0.000000e+00      \n",
       "('0', 'YE-MW')                                           0.000000e+00      \n",
       "('0', 'YE-RA')                                           0.000000e+00      \n",
       "('0', 'YE-SA')                                           0.000000e+00      \n",
       "('0', 'YE-SD')                                           0.000000e+00      \n",
       "('0', 'YE-SH')                                           0.000000e+00      \n",
       "('0', 'YE-SN')                                           0.000000e+00      \n",
       "('0', 'YE-TA')                                           0.000000e+00      \n",
       "('1', 'YE-AB')                                           0.000000e+00      \n",
       "('1', 'YE-AD')                                           0.000000e+00      \n",
       "('1', 'YE-AM')                                           0.000000e+00      \n",
       "('1', 'YE-BA')                                           0.000000e+00      \n",
       "('1', 'YE-DA')                                           0.000000e+00      \n",
       "('1', 'YE-DH')                                           0.000000e+00      \n",
       "('1', 'YE-HD-AL')                                        0.000000e+00      \n",
       "('1', 'YE-HJ')                                           0.000000e+00      \n",
       "('1', 'YE-HU')                                           0.000000e+00      \n",
       "...                                                               ...      \n",
       "('98', 'YE-MA')                                          0.000000e+00      \n",
       "('98', 'YE-MR')                                          0.000000e+00      \n",
       "('98', 'YE-MW')                                         -4.118224e-07      \n",
       "('98', 'YE-RA')                                         -1.120595e-06      \n",
       "('98', 'YE-SA')                                         -8.062753e-09      \n",
       "('98', 'YE-SD')                                          0.000000e+00      \n",
       "('98', 'YE-SH')                                          0.000000e+00      \n",
       "('98', 'YE-SN')                                         -1.740264e-08      \n",
       "('98', 'YE-TA')                                         -1.899488e-09      \n",
       "('99', 'YE-AB')                                          0.000000e+00      \n",
       "('99', 'YE-AD')                                          9.143448e-08      \n",
       "('99', 'YE-AM')                                          4.606958e-09      \n",
       "('99', 'YE-BA')                                          0.000000e+00      \n",
       "('99', 'YE-DA')                                         -1.762159e-06      \n",
       "('99', 'YE-DH')                                          6.554329e-08      \n",
       "('99', 'YE-HD-AL')                                       0.000000e+00      \n",
       "('99', 'YE-HJ')                                         -1.946167e-06      \n",
       "('99', 'YE-HU')                                         -8.033256e-09      \n",
       "('99', 'YE-IB')                                         -2.012022e-09      \n",
       "('99', 'YE-JA')                                         -1.494128e-08      \n",
       "('99', 'YE-LA')                                          0.000000e+00      \n",
       "('99', 'YE-MA')                                          0.000000e+00      \n",
       "('99', 'YE-MR')                                          0.000000e+00      \n",
       "('99', 'YE-MW')                                         -4.118224e-07      \n",
       "('99', 'YE-RA')                                         -1.120595e-06      \n",
       "('99', 'YE-SA')                                         -8.062753e-09      \n",
       "('99', 'YE-SD')                                          0.000000e+00      \n",
       "('99', 'YE-SH')                                          0.000000e+00      \n",
       "('99', 'YE-SN')                                         -2.507002e-09      \n",
       "('99', 'YE-TA')                                         -1.899488e-09      \n",
       "\n",
       "variable            new_deaths__value_count__value_-inf  \\\n",
       "id                                                        \n",
       "('0', 'YE-AB')                                      0.0   \n",
       "('0', 'YE-AD')                                      0.0   \n",
       "('0', 'YE-AM')                                      0.0   \n",
       "('0', 'YE-BA')                                      0.0   \n",
       "('0', 'YE-DA')                                      0.0   \n",
       "('0', 'YE-DH')                                      0.0   \n",
       "('0', 'YE-HD-AL')                                   0.0   \n",
       "('0', 'YE-HJ')                                      0.0   \n",
       "('0', 'YE-HU')                                      0.0   \n",
       "('0', 'YE-IB')                                      0.0   \n",
       "('0', 'YE-JA')                                      0.0   \n",
       "('0', 'YE-LA')                                      0.0   \n",
       "('0', 'YE-MA')                                      0.0   \n",
       "('0', 'YE-MR')                                      0.0   \n",
       "('0', 'YE-MW')                                      0.0   \n",
       "('0', 'YE-RA')                                      0.0   \n",
       "('0', 'YE-SA')                                      0.0   \n",
       "('0', 'YE-SD')                                      0.0   \n",
       "('0', 'YE-SH')                                      0.0   \n",
       "('0', 'YE-SN')                                      0.0   \n",
       "('0', 'YE-TA')                                      0.0   \n",
       "('1', 'YE-AB')                                      0.0   \n",
       "('1', 'YE-AD')                                      0.0   \n",
       "('1', 'YE-AM')                                      0.0   \n",
       "('1', 'YE-BA')                                      0.0   \n",
       "('1', 'YE-DA')                                      0.0   \n",
       "('1', 'YE-DH')                                      0.0   \n",
       "('1', 'YE-HD-AL')                                   0.0   \n",
       "('1', 'YE-HJ')                                      0.0   \n",
       "('1', 'YE-HU')                                      0.0   \n",
       "...                                                 ...   \n",
       "('98', 'YE-MA')                                     0.0   \n",
       "('98', 'YE-MR')                                     0.0   \n",
       "('98', 'YE-MW')                                     0.0   \n",
       "('98', 'YE-RA')                                     0.0   \n",
       "('98', 'YE-SA')                                     0.0   \n",
       "('98', 'YE-SD')                                     0.0   \n",
       "('98', 'YE-SH')                                     0.0   \n",
       "('98', 'YE-SN')                                     0.0   \n",
       "('98', 'YE-TA')                                     0.0   \n",
       "('99', 'YE-AB')                                     0.0   \n",
       "('99', 'YE-AD')                                     0.0   \n",
       "('99', 'YE-AM')                                     0.0   \n",
       "('99', 'YE-BA')                                     0.0   \n",
       "('99', 'YE-DA')                                     0.0   \n",
       "('99', 'YE-DH')                                     0.0   \n",
       "('99', 'YE-HD-AL')                                  0.0   \n",
       "('99', 'YE-HJ')                                     0.0   \n",
       "('99', 'YE-HU')                                     0.0   \n",
       "('99', 'YE-IB')                                     0.0   \n",
       "('99', 'YE-JA')                                     0.0   \n",
       "('99', 'YE-LA')                                     0.0   \n",
       "('99', 'YE-MA')                                     0.0   \n",
       "('99', 'YE-MR')                                     0.0   \n",
       "('99', 'YE-MW')                                     0.0   \n",
       "('99', 'YE-RA')                                     0.0   \n",
       "('99', 'YE-SA')                                     0.0   \n",
       "('99', 'YE-SD')                                     0.0   \n",
       "('99', 'YE-SH')                                     0.0   \n",
       "('99', 'YE-SN')                                     0.0   \n",
       "('99', 'YE-TA')                                     0.0   \n",
       "\n",
       "variable            new_deaths__value_count__value_0  \\\n",
       "id                                                     \n",
       "('0', 'YE-AB')                                   0.0   \n",
       "('0', 'YE-AD')                                   1.0   \n",
       "('0', 'YE-AM')                                   0.0   \n",
       "('0', 'YE-BA')                                   0.0   \n",
       "('0', 'YE-DA')                                   0.0   \n",
       "('0', 'YE-DH')                                   0.0   \n",
       "('0', 'YE-HD-AL')                                1.0   \n",
       "('0', 'YE-HJ')                                   0.0   \n",
       "('0', 'YE-HU')                                   0.0   \n",
       "('0', 'YE-IB')                                   0.0   \n",
       "('0', 'YE-JA')                                   1.0   \n",
       "('0', 'YE-LA')                                   0.0   \n",
       "('0', 'YE-MA')                                   0.0   \n",
       "('0', 'YE-MR')                                   1.0   \n",
       "('0', 'YE-MW')                                   0.0   \n",
       "('0', 'YE-RA')                                   0.0   \n",
       "('0', 'YE-SA')                                   0.0   \n",
       "('0', 'YE-SD')                                   1.0   \n",
       "('0', 'YE-SH')                                   1.0   \n",
       "('0', 'YE-SN')                                   0.0   \n",
       "('0', 'YE-TA')                                   0.0   \n",
       "('1', 'YE-AB')                                   0.0   \n",
       "('1', 'YE-AD')                                   2.0   \n",
       "('1', 'YE-AM')                                   0.0   \n",
       "('1', 'YE-BA')                                   0.0   \n",
       "('1', 'YE-DA')                                   0.0   \n",
       "('1', 'YE-DH')                                   0.0   \n",
       "('1', 'YE-HD-AL')                                2.0   \n",
       "('1', 'YE-HJ')                                   0.0   \n",
       "('1', 'YE-HU')                                   0.0   \n",
       "...                                              ...   \n",
       "('98', 'YE-MA')                                 56.0   \n",
       "('98', 'YE-MR')                                 57.0   \n",
       "('98', 'YE-MW')                                 36.0   \n",
       "('98', 'YE-RA')                                 29.0   \n",
       "('98', 'YE-SA')                                 44.0   \n",
       "('98', 'YE-SD')                                 55.0   \n",
       "('98', 'YE-SH')                                 54.0   \n",
       "('98', 'YE-SN')                                 37.0   \n",
       "('98', 'YE-TA')                                 31.0   \n",
       "('99', 'YE-AB')                                 49.0   \n",
       "('99', 'YE-AD')                                 52.0   \n",
       "('99', 'YE-AM')                                 38.0   \n",
       "('99', 'YE-BA')                                 54.0   \n",
       "('99', 'YE-DA')                                 42.0   \n",
       "('99', 'YE-DH')                                 24.0   \n",
       "('99', 'YE-HD-AL')                              56.0   \n",
       "('99', 'YE-HJ')                                 24.0   \n",
       "('99', 'YE-HU')                                 23.0   \n",
       "('99', 'YE-IB')                                 32.0   \n",
       "('99', 'YE-JA')                                 50.0   \n",
       "('99', 'YE-LA')                                 53.0   \n",
       "('99', 'YE-MA')                                 56.0   \n",
       "('99', 'YE-MR')                                 57.0   \n",
       "('99', 'YE-MW')                                 37.0   \n",
       "('99', 'YE-RA')                                 29.0   \n",
       "('99', 'YE-SA')                                 44.0   \n",
       "('99', 'YE-SD')                                 55.0   \n",
       "('99', 'YE-SH')                                 54.0   \n",
       "('99', 'YE-SN')                                 38.0   \n",
       "('99', 'YE-TA')                                 32.0   \n",
       "\n",
       "variable            new_deaths__value_count__value_1  \\\n",
       "id                                                     \n",
       "('0', 'YE-AB')                                   0.0   \n",
       "('0', 'YE-AD')                                   0.0   \n",
       "('0', 'YE-AM')                                   0.0   \n",
       "('0', 'YE-BA')                                   0.0   \n",
       "('0', 'YE-DA')                                   0.0   \n",
       "('0', 'YE-DH')                                   0.0   \n",
       "('0', 'YE-HD-AL')                                0.0   \n",
       "('0', 'YE-HJ')                                   0.0   \n",
       "('0', 'YE-HU')                                   0.0   \n",
       "('0', 'YE-IB')                                   0.0   \n",
       "('0', 'YE-JA')                                   0.0   \n",
       "('0', 'YE-LA')                                   0.0   \n",
       "('0', 'YE-MA')                                   0.0   \n",
       "('0', 'YE-MR')                                   0.0   \n",
       "('0', 'YE-MW')                                   0.0   \n",
       "('0', 'YE-RA')                                   0.0   \n",
       "('0', 'YE-SA')                                   0.0   \n",
       "('0', 'YE-SD')                                   0.0   \n",
       "('0', 'YE-SH')                                   0.0   \n",
       "('0', 'YE-SN')                                   0.0   \n",
       "('0', 'YE-TA')                                   0.0   \n",
       "('1', 'YE-AB')                                   0.0   \n",
       "('1', 'YE-AD')                                   0.0   \n",
       "('1', 'YE-AM')                                   0.0   \n",
       "('1', 'YE-BA')                                   0.0   \n",
       "('1', 'YE-DA')                                   0.0   \n",
       "('1', 'YE-DH')                                   0.0   \n",
       "('1', 'YE-HD-AL')                                0.0   \n",
       "('1', 'YE-HJ')                                   0.0   \n",
       "('1', 'YE-HU')                                   0.0   \n",
       "...                                              ...   \n",
       "('98', 'YE-MA')                                  0.0   \n",
       "('98', 'YE-MR')                                  0.0   \n",
       "('98', 'YE-MW')                                  0.0   \n",
       "('98', 'YE-RA')                                  0.0   \n",
       "('98', 'YE-SA')                                  0.0   \n",
       "('98', 'YE-SD')                                  0.0   \n",
       "('98', 'YE-SH')                                  0.0   \n",
       "('98', 'YE-SN')                                  0.0   \n",
       "('98', 'YE-TA')                                  0.0   \n",
       "('99', 'YE-AB')                                  0.0   \n",
       "('99', 'YE-AD')                                  0.0   \n",
       "('99', 'YE-AM')                                  0.0   \n",
       "('99', 'YE-BA')                                  0.0   \n",
       "('99', 'YE-DA')                                  0.0   \n",
       "('99', 'YE-DH')                                  0.0   \n",
       "('99', 'YE-HD-AL')                               0.0   \n",
       "('99', 'YE-HJ')                                  0.0   \n",
       "('99', 'YE-HU')                                  0.0   \n",
       "('99', 'YE-IB')                                  0.0   \n",
       "('99', 'YE-JA')                                  0.0   \n",
       "('99', 'YE-LA')                                  0.0   \n",
       "('99', 'YE-MA')                                  0.0   \n",
       "('99', 'YE-MR')                                  0.0   \n",
       "('99', 'YE-MW')                                  0.0   \n",
       "('99', 'YE-RA')                                  0.0   \n",
       "('99', 'YE-SA')                                  0.0   \n",
       "('99', 'YE-SD')                                  0.0   \n",
       "('99', 'YE-SH')                                  0.0   \n",
       "('99', 'YE-SN')                                  0.0   \n",
       "('99', 'YE-TA')                                  0.0   \n",
       "\n",
       "variable            new_deaths__value_count__value_inf  \\\n",
       "id                                                       \n",
       "('0', 'YE-AB')                                     0.0   \n",
       "('0', 'YE-AD')                                     0.0   \n",
       "('0', 'YE-AM')                                     0.0   \n",
       "('0', 'YE-BA')                                     0.0   \n",
       "('0', 'YE-DA')                                     0.0   \n",
       "('0', 'YE-DH')                                     0.0   \n",
       "('0', 'YE-HD-AL')                                  0.0   \n",
       "('0', 'YE-HJ')                                     0.0   \n",
       "('0', 'YE-HU')                                     0.0   \n",
       "('0', 'YE-IB')                                     0.0   \n",
       "('0', 'YE-JA')                                     0.0   \n",
       "('0', 'YE-LA')                                     0.0   \n",
       "('0', 'YE-MA')                                     0.0   \n",
       "('0', 'YE-MR')                                     0.0   \n",
       "('0', 'YE-MW')                                     0.0   \n",
       "('0', 'YE-RA')                                     0.0   \n",
       "('0', 'YE-SA')                                     0.0   \n",
       "('0', 'YE-SD')                                     0.0   \n",
       "('0', 'YE-SH')                                     0.0   \n",
       "('0', 'YE-SN')                                     0.0   \n",
       "('0', 'YE-TA')                                     0.0   \n",
       "('1', 'YE-AB')                                     0.0   \n",
       "('1', 'YE-AD')                                     0.0   \n",
       "('1', 'YE-AM')                                     0.0   \n",
       "('1', 'YE-BA')                                     0.0   \n",
       "('1', 'YE-DA')                                     0.0   \n",
       "('1', 'YE-DH')                                     0.0   \n",
       "('1', 'YE-HD-AL')                                  0.0   \n",
       "('1', 'YE-HJ')                                     0.0   \n",
       "('1', 'YE-HU')                                     0.0   \n",
       "...                                                ...   \n",
       "('98', 'YE-MA')                                    0.0   \n",
       "('98', 'YE-MR')                                    0.0   \n",
       "('98', 'YE-MW')                                    0.0   \n",
       "('98', 'YE-RA')                                    0.0   \n",
       "('98', 'YE-SA')                                    0.0   \n",
       "('98', 'YE-SD')                                    0.0   \n",
       "('98', 'YE-SH')                                    0.0   \n",
       "('98', 'YE-SN')                                    0.0   \n",
       "('98', 'YE-TA')                                    0.0   \n",
       "('99', 'YE-AB')                                    0.0   \n",
       "('99', 'YE-AD')                                    0.0   \n",
       "('99', 'YE-AM')                                    0.0   \n",
       "('99', 'YE-BA')                                    0.0   \n",
       "('99', 'YE-DA')                                    0.0   \n",
       "('99', 'YE-DH')                                    0.0   \n",
       "('99', 'YE-HD-AL')                                 0.0   \n",
       "('99', 'YE-HJ')                                    0.0   \n",
       "('99', 'YE-HU')                                    0.0   \n",
       "('99', 'YE-IB')                                    0.0   \n",
       "('99', 'YE-JA')                                    0.0   \n",
       "('99', 'YE-LA')                                    0.0   \n",
       "('99', 'YE-MA')                                    0.0   \n",
       "('99', 'YE-MR')                                    0.0   \n",
       "('99', 'YE-MW')                                    0.0   \n",
       "('99', 'YE-RA')                                    0.0   \n",
       "('99', 'YE-SA')                                    0.0   \n",
       "('99', 'YE-SD')                                    0.0   \n",
       "('99', 'YE-SH')                                    0.0   \n",
       "('99', 'YE-SN')                                    0.0   \n",
       "('99', 'YE-TA')                                    0.0   \n",
       "\n",
       "variable            new_deaths__value_count__value_nan  new_deaths__variance  \\\n",
       "id                                                                             \n",
       "('0', 'YE-AB')                                     0.0              0.000000   \n",
       "('0', 'YE-AD')                                     0.0              0.000000   \n",
       "('0', 'YE-AM')                                     0.0              0.000000   \n",
       "('0', 'YE-BA')                                     0.0              0.000000   \n",
       "('0', 'YE-DA')                                     0.0              0.000000   \n",
       "('0', 'YE-DH')                                     0.0              0.000000   \n",
       "('0', 'YE-HD-AL')                                  0.0              0.000000   \n",
       "('0', 'YE-HJ')                                     0.0              0.000000   \n",
       "('0', 'YE-HU')                                     0.0              0.000000   \n",
       "('0', 'YE-IB')                                     0.0              0.000000   \n",
       "('0', 'YE-JA')                                     0.0              0.000000   \n",
       "('0', 'YE-LA')                                     0.0              0.000000   \n",
       "('0', 'YE-MA')                                     0.0              0.000000   \n",
       "('0', 'YE-MR')                                     0.0              0.000000   \n",
       "('0', 'YE-MW')                                     0.0              0.000000   \n",
       "('0', 'YE-RA')                                     0.0              0.000000   \n",
       "('0', 'YE-SA')                                     0.0              0.000000   \n",
       "('0', 'YE-SD')                                     0.0              0.000000   \n",
       "('0', 'YE-SH')                                     0.0              0.000000   \n",
       "('0', 'YE-SN')                                     0.0              0.000000   \n",
       "('0', 'YE-TA')                                     0.0              0.000000   \n",
       "('1', 'YE-AB')                                     0.0              0.000000   \n",
       "('1', 'YE-AD')                                     0.0              0.000000   \n",
       "('1', 'YE-AM')                                     0.0              0.000000   \n",
       "('1', 'YE-BA')                                     0.0              0.000000   \n",
       "('1', 'YE-DA')                                     0.0              0.000000   \n",
       "('1', 'YE-DH')                                     0.0              0.000000   \n",
       "('1', 'YE-HD-AL')                                  0.0              0.000000   \n",
       "('1', 'YE-HJ')                                     0.0              0.000000   \n",
       "('1', 'YE-HU')                                     0.0              0.000000   \n",
       "...                                                ...                   ...   \n",
       "('98', 'YE-MA')                                    0.0              0.000061   \n",
       "('98', 'YE-MR')                                    0.0              0.000000   \n",
       "('98', 'YE-MW')                                    0.0              0.000174   \n",
       "('98', 'YE-RA')                                    0.0              0.000315   \n",
       "('98', 'YE-SA')                                    0.0              0.000012   \n",
       "('98', 'YE-SD')                                    0.0              0.000017   \n",
       "('98', 'YE-SH')                                    0.0              0.000001   \n",
       "('98', 'YE-SN')                                    0.0              0.000006   \n",
       "('98', 'YE-TA')                                    0.0              0.000004   \n",
       "('99', 'YE-AB')                                    0.0              0.000028   \n",
       "('99', 'YE-AD')                                    0.0              0.000053   \n",
       "('99', 'YE-AM')                                    0.0              0.000011   \n",
       "('99', 'YE-BA')                                    0.0              0.000034   \n",
       "('99', 'YE-DA')                                    0.0              0.000280   \n",
       "('99', 'YE-DH')                                    0.0              0.000022   \n",
       "('99', 'YE-HD-AL')                                 0.0              0.000026   \n",
       "('99', 'YE-HJ')                                    0.0              0.000136   \n",
       "('99', 'YE-HU')                                    0.0              0.000010   \n",
       "('99', 'YE-IB')                                    0.0              0.000006   \n",
       "('99', 'YE-JA')                                    0.0              0.000038   \n",
       "('99', 'YE-LA')                                    0.0              0.000008   \n",
       "('99', 'YE-MA')                                    0.0              0.000061   \n",
       "('99', 'YE-MR')                                    0.0              0.000000   \n",
       "('99', 'YE-MW')                                    0.0              0.000156   \n",
       "('99', 'YE-RA')                                    0.0              0.000315   \n",
       "('99', 'YE-SA')                                    0.0              0.000012   \n",
       "('99', 'YE-SD')                                    0.0              0.000017   \n",
       "('99', 'YE-SH')                                    0.0              0.000001   \n",
       "('99', 'YE-SN')                                    0.0              0.000004   \n",
       "('99', 'YE-TA')                                    0.0              0.000004   \n",
       "\n",
       "variable            new_deaths__variance_larger_than_standard_deviation  \n",
       "id                                                                       \n",
       "('0', 'YE-AB')                                                    0.0    \n",
       "('0', 'YE-AD')                                                    0.0    \n",
       "('0', 'YE-AM')                                                    0.0    \n",
       "('0', 'YE-BA')                                                    0.0    \n",
       "('0', 'YE-DA')                                                    0.0    \n",
       "('0', 'YE-DH')                                                    0.0    \n",
       "('0', 'YE-HD-AL')                                                 0.0    \n",
       "('0', 'YE-HJ')                                                    0.0    \n",
       "('0', 'YE-HU')                                                    0.0    \n",
       "('0', 'YE-IB')                                                    0.0    \n",
       "('0', 'YE-JA')                                                    0.0    \n",
       "('0', 'YE-LA')                                                    0.0    \n",
       "('0', 'YE-MA')                                                    0.0    \n",
       "('0', 'YE-MR')                                                    0.0    \n",
       "('0', 'YE-MW')                                                    0.0    \n",
       "('0', 'YE-RA')                                                    0.0    \n",
       "('0', 'YE-SA')                                                    0.0    \n",
       "('0', 'YE-SD')                                                    0.0    \n",
       "('0', 'YE-SH')                                                    0.0    \n",
       "('0', 'YE-SN')                                                    0.0    \n",
       "('0', 'YE-TA')                                                    0.0    \n",
       "('1', 'YE-AB')                                                    0.0    \n",
       "('1', 'YE-AD')                                                    0.0    \n",
       "('1', 'YE-AM')                                                    0.0    \n",
       "('1', 'YE-BA')                                                    0.0    \n",
       "('1', 'YE-DA')                                                    0.0    \n",
       "('1', 'YE-DH')                                                    0.0    \n",
       "('1', 'YE-HD-AL')                                                 0.0    \n",
       "('1', 'YE-HJ')                                                    0.0    \n",
       "('1', 'YE-HU')                                                    0.0    \n",
       "...                                                               ...    \n",
       "('98', 'YE-MA')                                                   0.0    \n",
       "('98', 'YE-MR')                                                   0.0    \n",
       "('98', 'YE-MW')                                                   0.0    \n",
       "('98', 'YE-RA')                                                   0.0    \n",
       "('98', 'YE-SA')                                                   0.0    \n",
       "('98', 'YE-SD')                                                   0.0    \n",
       "('98', 'YE-SH')                                                   0.0    \n",
       "('98', 'YE-SN')                                                   0.0    \n",
       "('98', 'YE-TA')                                                   0.0    \n",
       "('99', 'YE-AB')                                                   0.0    \n",
       "('99', 'YE-AD')                                                   0.0    \n",
       "('99', 'YE-AM')                                                   0.0    \n",
       "('99', 'YE-BA')                                                   0.0    \n",
       "('99', 'YE-DA')                                                   0.0    \n",
       "('99', 'YE-DH')                                                   0.0    \n",
       "('99', 'YE-HD-AL')                                                0.0    \n",
       "('99', 'YE-HJ')                                                   0.0    \n",
       "('99', 'YE-HU')                                                   0.0    \n",
       "('99', 'YE-IB')                                                   0.0    \n",
       "('99', 'YE-JA')                                                   0.0    \n",
       "('99', 'YE-LA')                                                   0.0    \n",
       "('99', 'YE-MA')                                                   0.0    \n",
       "('99', 'YE-MR')                                                   0.0    \n",
       "('99', 'YE-MW')                                                   0.0    \n",
       "('99', 'YE-RA')                                                   0.0    \n",
       "('99', 'YE-SA')                                                   0.0    \n",
       "('99', 'YE-SD')                                                   0.0    \n",
       "('99', 'YE-SH')                                                   0.0    \n",
       "('99', 'YE-SN')                                                   0.0    \n",
       "('99', 'YE-TA')                                                   0.0    \n",
       "\n",
       "[5712 rows x 9528 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "extracted_features_week_8 = extract_features(week_8_rolled_timeseries.drop(columns=['date']), column_id = 'id_col', column_sort = 'days_from')\n",
    "\n",
    "impute(extracted_features_week_8)\n",
    "\n",
    "#extracted_features_week_10.to_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_10_unprocessed.csv.gz', compression='gzip', encoding='utf-8')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "extracted_features_week_1 = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_1_unprocessed.csv.gz')\n",
    "extracted_features_week_2 = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_2_unprocessed.csv.gz')\n",
    "extracted_features_week_4 = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_4_unprocessed.csv.gz')\n",
    "extracted_features_week_6 = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_week_6_unprocessed.csv.gz')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>fatalities__abs_energy</th>\n",
       "      <th>fatalities__absolute_sum_of_changes</th>\n",
       "      <th>fatalities__agg_autocorrelation__f_agg_\"mean\"</th>\n",
       "      <th>fatalities__agg_autocorrelation__f_agg_\"median\"</th>\n",
       "      <th>fatalities__agg_autocorrelation__f_agg_\"var\"</th>\n",
       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"intercept\"</th>\n",
       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"rvalue\"</th>\n",
       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"slope\"</th>\n",
       "      <th>fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"stderr\"</th>\n",
       "      <th>...</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_1</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_2</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_3</th>\n",
       "      <th>new_deaths__value_count__value_-inf</th>\n",
       "      <th>new_deaths__value_count__value_0</th>\n",
       "      <th>new_deaths__value_count__value_1</th>\n",
       "      <th>new_deaths__value_count__value_inf</th>\n",
       "      <th>new_deaths__value_count__value_nan</th>\n",
       "      <th>new_deaths__variance</th>\n",
       "      <th>new_deaths__variance_larger_than_standard_deviation</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>('0', 'YE-AB')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>('0', 'YE-AD')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>('0', 'YE-AM')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>('0', 'YE-BA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>('0', 'YE-DA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>('0', 'YE-DH')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>('0', 'YE-HD-AL')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>('0', 'YE-HJ')</td>\n",
       "      <td>1.773776e-07</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>('0', 'YE-HU')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>('0', 'YE-IB')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>('0', 'YE-JA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>('0', 'YE-LA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>('0', 'YE-MA')</td>\n",
       "      <td>3.467872e-05</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>('0', 'YE-MR')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>('0', 'YE-MW')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>('0', 'YE-RA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>('0', 'YE-SA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>('0', 'YE-SD')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>('0', 'YE-SH')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>('0', 'YE-SN')</td>\n",
       "      <td>3.702677e-08</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>('0', 'YE-TA')</td>\n",
       "      <td>9.296488e-09</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>('1', 'YE-AB')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>('1', 'YE-AD')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>('1', 'YE-AM')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>('1', 'YE-BA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>('1', 'YE-DA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>('1', 'YE-DH')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>('1', 'YE-HD-AL')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>('1', 'YE-HJ')</td>\n",
       "      <td>1.773776e-07</td>\n",
       "      <td>0.000421</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>('1', 'YE-HU')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5682</th>\n",
       "      <td>('98', 'YE-MA')</td>\n",
       "      <td>2.213273e-04</td>\n",
       "      <td>0.035333</td>\n",
       "      <td>-0.189291</td>\n",
       "      <td>-0.258777</td>\n",
       "      <td>0.696363</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.864567e-04</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5683</th>\n",
       "      <td>('98', 'YE-MR')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5684</th>\n",
       "      <td>('98', 'YE-MW')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.060755e-07</td>\n",
       "      <td>-1.591132e-07</td>\n",
       "      <td>-6.364528e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.204524e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5685</th>\n",
       "      <td>('98', 'YE-RA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.331490e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5686</th>\n",
       "      <td>('98', 'YE-SA')</td>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.056782</td>\n",
       "      <td>-0.014375</td>\n",
       "      <td>0.066710</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.925280e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5687</th>\n",
       "      <td>('98', 'YE-SD')</td>\n",
       "      <td>1.681454e-07</td>\n",
       "      <td>0.000820</td>\n",
       "      <td>-0.140525</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.026614</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5688</th>\n",
       "      <td>('98', 'YE-SH')</td>\n",
       "      <td>2.025868e-05</td>\n",
       "      <td>0.010837</td>\n",
       "      <td>-0.066539</td>\n",
       "      <td>-0.215417</td>\n",
       "      <td>0.310113</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5689</th>\n",
       "      <td>('98', 'YE-SN')</td>\n",
       "      <td>8.919749e-07</td>\n",
       "      <td>0.002194</td>\n",
       "      <td>-0.147294</td>\n",
       "      <td>-0.149924</td>\n",
       "      <td>0.076758</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5690</th>\n",
       "      <td>('98', 'YE-TA')</td>\n",
       "      <td>3.702326e-08</td>\n",
       "      <td>0.000280</td>\n",
       "      <td>-0.086991</td>\n",
       "      <td>-0.062075</td>\n",
       "      <td>0.127173</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5691</th>\n",
       "      <td>('99', 'YE-AB')</td>\n",
       "      <td>4.246316e-07</td>\n",
       "      <td>0.000461</td>\n",
       "      <td>-0.382313</td>\n",
       "      <td>-0.333333</td>\n",
       "      <td>0.246191</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5692</th>\n",
       "      <td>('99', 'YE-AD')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5693</th>\n",
       "      <td>('99', 'YE-AM')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.174774e-07</td>\n",
       "      <td>1.762161e-07</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.980054e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5694</th>\n",
       "      <td>('99', 'YE-BA')</td>\n",
       "      <td>3.485640e-07</td>\n",
       "      <td>0.001146</td>\n",
       "      <td>-0.081816</td>\n",
       "      <td>-0.207207</td>\n",
       "      <td>0.050844</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5695</th>\n",
       "      <td>('99', 'YE-DA')</td>\n",
       "      <td>7.583086e-06</td>\n",
       "      <td>0.005507</td>\n",
       "      <td>-0.086103</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.023399</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5696</th>\n",
       "      <td>('99', 'YE-DH')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>8.524949e-09</td>\n",
       "      <td>1.278742e-08</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.340223e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5697</th>\n",
       "      <td>('99', 'YE-HD-AL')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5698</th>\n",
       "      <td>('99', 'YE-HJ')</td>\n",
       "      <td>5.076941e-07</td>\n",
       "      <td>0.001123</td>\n",
       "      <td>-0.043517</td>\n",
       "      <td>-0.140496</td>\n",
       "      <td>0.218332</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.264528e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5699</th>\n",
       "      <td>('99', 'YE-HU')</td>\n",
       "      <td>3.988934e-09</td>\n",
       "      <td>0.000063</td>\n",
       "      <td>-0.280466</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.102882</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.675452e-07</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5700</th>\n",
       "      <td>('99', 'YE-IB')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.671527e-08</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.537457e-06</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5701</th>\n",
       "      <td>('99', 'YE-JA')</td>\n",
       "      <td>4.472773e-05</td>\n",
       "      <td>0.016827</td>\n",
       "      <td>-0.308291</td>\n",
       "      <td>-0.342440</td>\n",
       "      <td>0.277991</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5702</th>\n",
       "      <td>('99', 'YE-LA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.185276e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5703</th>\n",
       "      <td>('99', 'YE-MA')</td>\n",
       "      <td>1.048068e-04</td>\n",
       "      <td>0.028267</td>\n",
       "      <td>-0.172761</td>\n",
       "      <td>-0.048980</td>\n",
       "      <td>0.271299</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.864567e-04</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5704</th>\n",
       "      <td>('99', 'YE-MR')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5705</th>\n",
       "      <td>('99', 'YE-MW')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.060755e-07</td>\n",
       "      <td>-1.591132e-07</td>\n",
       "      <td>-6.364528e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.204524e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5706</th>\n",
       "      <td>('99', 'YE-RA')</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.331490e-05</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5707</th>\n",
       "      <td>('99', 'YE-SA')</td>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.083117</td>\n",
       "      <td>-0.174986</td>\n",
       "      <td>0.041596</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5708</th>\n",
       "      <td>('99', 'YE-SD')</td>\n",
       "      <td>1.681454e-07</td>\n",
       "      <td>0.000410</td>\n",
       "      <td>-0.280466</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.102882</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5709</th>\n",
       "      <td>('99', 'YE-SH')</td>\n",
       "      <td>2.580901e-05</td>\n",
       "      <td>0.010837</td>\n",
       "      <td>-0.028641</td>\n",
       "      <td>-0.013006</td>\n",
       "      <td>0.146063</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5710</th>\n",
       "      <td>('99', 'YE-SN')</td>\n",
       "      <td>9.989823e-07</td>\n",
       "      <td>0.001616</td>\n",
       "      <td>-0.114437</td>\n",
       "      <td>-0.165565</td>\n",
       "      <td>0.325872</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5711</th>\n",
       "      <td>('99', 'YE-TA')</td>\n",
       "      <td>2.577451e-08</td>\n",
       "      <td>0.000280</td>\n",
       "      <td>-0.049351</td>\n",
       "      <td>-0.037845</td>\n",
       "      <td>0.345889</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5712 rows × 9529 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                      id  fatalities__abs_energy  \\\n",
       "0         ('0', 'YE-AB')            0.000000e+00   \n",
       "1         ('0', 'YE-AD')            0.000000e+00   \n",
       "2         ('0', 'YE-AM')            0.000000e+00   \n",
       "3         ('0', 'YE-BA')            0.000000e+00   \n",
       "4         ('0', 'YE-DA')            0.000000e+00   \n",
       "5         ('0', 'YE-DH')            0.000000e+00   \n",
       "6      ('0', 'YE-HD-AL')            0.000000e+00   \n",
       "7         ('0', 'YE-HJ')            1.773776e-07   \n",
       "8         ('0', 'YE-HU')            0.000000e+00   \n",
       "9         ('0', 'YE-IB')            0.000000e+00   \n",
       "10        ('0', 'YE-JA')            0.000000e+00   \n",
       "11        ('0', 'YE-LA')            0.000000e+00   \n",
       "12        ('0', 'YE-MA')            3.467872e-05   \n",
       "13        ('0', 'YE-MR')            0.000000e+00   \n",
       "14        ('0', 'YE-MW')            0.000000e+00   \n",
       "15        ('0', 'YE-RA')            0.000000e+00   \n",
       "16        ('0', 'YE-SA')            0.000000e+00   \n",
       "17        ('0', 'YE-SD')            0.000000e+00   \n",
       "18        ('0', 'YE-SH')            0.000000e+00   \n",
       "19        ('0', 'YE-SN')            3.702677e-08   \n",
       "20        ('0', 'YE-TA')            9.296488e-09   \n",
       "21        ('1', 'YE-AB')            0.000000e+00   \n",
       "22        ('1', 'YE-AD')            0.000000e+00   \n",
       "23        ('1', 'YE-AM')            0.000000e+00   \n",
       "24        ('1', 'YE-BA')            0.000000e+00   \n",
       "25        ('1', 'YE-DA')            0.000000e+00   \n",
       "26        ('1', 'YE-DH')            0.000000e+00   \n",
       "27     ('1', 'YE-HD-AL')            0.000000e+00   \n",
       "28        ('1', 'YE-HJ')            1.773776e-07   \n",
       "29        ('1', 'YE-HU')            0.000000e+00   \n",
       "...                  ...                     ...   \n",
       "5682     ('98', 'YE-MA')            2.213273e-04   \n",
       "5683     ('98', 'YE-MR')            0.000000e+00   \n",
       "5684     ('98', 'YE-MW')            0.000000e+00   \n",
       "5685     ('98', 'YE-RA')            0.000000e+00   \n",
       "5686     ('98', 'YE-SA')            1.391358e-06   \n",
       "5687     ('98', 'YE-SD')            1.681454e-07   \n",
       "5688     ('98', 'YE-SH')            2.025868e-05   \n",
       "5689     ('98', 'YE-SN')            8.919749e-07   \n",
       "5690     ('98', 'YE-TA')            3.702326e-08   \n",
       "5691     ('99', 'YE-AB')            4.246316e-07   \n",
       "5692     ('99', 'YE-AD')            0.000000e+00   \n",
       "5693     ('99', 'YE-AM')            0.000000e+00   \n",
       "5694     ('99', 'YE-BA')            3.485640e-07   \n",
       "5695     ('99', 'YE-DA')            7.583086e-06   \n",
       "5696     ('99', 'YE-DH')            0.000000e+00   \n",
       "5697  ('99', 'YE-HD-AL')            0.000000e+00   \n",
       "5698     ('99', 'YE-HJ')            5.076941e-07   \n",
       "5699     ('99', 'YE-HU')            3.988934e-09   \n",
       "5700     ('99', 'YE-IB')            0.000000e+00   \n",
       "5701     ('99', 'YE-JA')            4.472773e-05   \n",
       "5702     ('99', 'YE-LA')            0.000000e+00   \n",
       "5703     ('99', 'YE-MA')            1.048068e-04   \n",
       "5704     ('99', 'YE-MR')            0.000000e+00   \n",
       "5705     ('99', 'YE-MW')            0.000000e+00   \n",
       "5706     ('99', 'YE-RA')            0.000000e+00   \n",
       "5707     ('99', 'YE-SA')            1.391358e-06   \n",
       "5708     ('99', 'YE-SD')            1.681454e-07   \n",
       "5709     ('99', 'YE-SH')            2.580901e-05   \n",
       "5710     ('99', 'YE-SN')            9.989823e-07   \n",
       "5711     ('99', 'YE-TA')            2.577451e-08   \n",
       "\n",
       "      fatalities__absolute_sum_of_changes  \\\n",
       "0                                0.000000   \n",
       "1                                0.000000   \n",
       "2                                0.000000   \n",
       "3                                0.000000   \n",
       "4                                0.000000   \n",
       "5                                0.000000   \n",
       "6                                0.000000   \n",
       "7                                0.000000   \n",
       "8                                0.000000   \n",
       "9                                0.000000   \n",
       "10                               0.000000   \n",
       "11                               0.000000   \n",
       "12                               0.000000   \n",
       "13                               0.000000   \n",
       "14                               0.000000   \n",
       "15                               0.000000   \n",
       "16                               0.000000   \n",
       "17                               0.000000   \n",
       "18                               0.000000   \n",
       "19                               0.000000   \n",
       "20                               0.000000   \n",
       "21                               0.000000   \n",
       "22                               0.000000   \n",
       "23                               0.000000   \n",
       "24                               0.000000   \n",
       "25                               0.000000   \n",
       "26                               0.000000   \n",
       "27                               0.000000   \n",
       "28                               0.000421   \n",
       "29                               0.000000   \n",
       "...                                   ...   \n",
       "5682                             0.035333   \n",
       "5683                             0.000000   \n",
       "5684                             0.000000   \n",
       "5685                             0.000000   \n",
       "5686                             0.002319   \n",
       "5687                             0.000820   \n",
       "5688                             0.010837   \n",
       "5689                             0.002194   \n",
       "5690                             0.000280   \n",
       "5691                             0.000461   \n",
       "5692                             0.000000   \n",
       "5693                             0.000000   \n",
       "5694                             0.001146   \n",
       "5695                             0.005507   \n",
       "5696                             0.000000   \n",
       "5697                             0.000000   \n",
       "5698                             0.001123   \n",
       "5699                             0.000063   \n",
       "5700                             0.000000   \n",
       "5701                             0.016827   \n",
       "5702                             0.000000   \n",
       "5703                             0.028267   \n",
       "5704                             0.000000   \n",
       "5705                             0.000000   \n",
       "5706                             0.000000   \n",
       "5707                             0.002319   \n",
       "5708                             0.000410   \n",
       "5709                             0.010837   \n",
       "5710                             0.001616   \n",
       "5711                             0.000280   \n",
       "\n",
       "      fatalities__agg_autocorrelation__f_agg_\"mean\"  \\\n",
       "0                                          0.000000   \n",
       "1                                          0.000000   \n",
       "2                                          0.000000   \n",
       "3                                          0.000000   \n",
       "4                                          0.000000   \n",
       "5                                          0.000000   \n",
       "6                                          0.000000   \n",
       "7                                          0.000000   \n",
       "8                                          0.000000   \n",
       "9                                          0.000000   \n",
       "10                                         0.000000   \n",
       "11                                         0.000000   \n",
       "12                                         0.000000   \n",
       "13                                         0.000000   \n",
       "14                                         0.000000   \n",
       "15                                         0.000000   \n",
       "16                                         0.000000   \n",
       "17                                         0.000000   \n",
       "18                                         0.000000   \n",
       "19                                         0.000000   \n",
       "20                                         0.000000   \n",
       "21                                         0.000000   \n",
       "22                                         0.000000   \n",
       "23                                         0.000000   \n",
       "24                                         0.000000   \n",
       "25                                         0.000000   \n",
       "26                                         0.000000   \n",
       "27                                         0.000000   \n",
       "28                                        -1.000000   \n",
       "29                                         0.000000   \n",
       "...                                             ...   \n",
       "5682                                      -0.189291   \n",
       "5683                                       0.000000   \n",
       "5684                                       0.000000   \n",
       "5685                                       0.000000   \n",
       "5686                                      -0.056782   \n",
       "5687                                      -0.140525   \n",
       "5688                                      -0.066539   \n",
       "5689                                      -0.147294   \n",
       "5690                                      -0.086991   \n",
       "5691                                      -0.382313   \n",
       "5692                                       0.000000   \n",
       "5693                                       0.000000   \n",
       "5694                                      -0.081816   \n",
       "5695                                      -0.086103   \n",
       "5696                                       0.000000   \n",
       "5697                                       0.000000   \n",
       "5698                                      -0.043517   \n",
       "5699                                      -0.280466   \n",
       "5700                                       0.000000   \n",
       "5701                                      -0.308291   \n",
       "5702                                       0.000000   \n",
       "5703                                      -0.172761   \n",
       "5704                                       0.000000   \n",
       "5705                                       0.000000   \n",
       "5706                                       0.000000   \n",
       "5707                                      -0.083117   \n",
       "5708                                      -0.280466   \n",
       "5709                                      -0.028641   \n",
       "5710                                      -0.114437   \n",
       "5711                                      -0.049351   \n",
       "\n",
       "      fatalities__agg_autocorrelation__f_agg_\"median\"  \\\n",
       "0                                            0.000000   \n",
       "1                                            0.000000   \n",
       "2                                            0.000000   \n",
       "3                                            0.000000   \n",
       "4                                            0.000000   \n",
       "5                                            0.000000   \n",
       "6                                            0.000000   \n",
       "7                                            0.000000   \n",
       "8                                            0.000000   \n",
       "9                                            0.000000   \n",
       "10                                           0.000000   \n",
       "11                                           0.000000   \n",
       "12                                           0.000000   \n",
       "13                                           0.000000   \n",
       "14                                           0.000000   \n",
       "15                                           0.000000   \n",
       "16                                           0.000000   \n",
       "17                                           0.000000   \n",
       "18                                           0.000000   \n",
       "19                                           0.000000   \n",
       "20                                           0.000000   \n",
       "21                                           0.000000   \n",
       "22                                           0.000000   \n",
       "23                                           0.000000   \n",
       "24                                           0.000000   \n",
       "25                                           0.000000   \n",
       "26                                           0.000000   \n",
       "27                                           0.000000   \n",
       "28                                          -1.000000   \n",
       "29                                           0.000000   \n",
       "...                                               ...   \n",
       "5682                                        -0.258777   \n",
       "5683                                         0.000000   \n",
       "5684                                         0.000000   \n",
       "5685                                         0.000000   \n",
       "5686                                        -0.014375   \n",
       "5687                                        -0.142857   \n",
       "5688                                        -0.215417   \n",
       "5689                                        -0.149924   \n",
       "5690                                        -0.062075   \n",
       "5691                                        -0.333333   \n",
       "5692                                         0.000000   \n",
       "5693                                         0.000000   \n",
       "5694                                        -0.207207   \n",
       "5695                                        -0.142857   \n",
       "5696                                         0.000000   \n",
       "5697                                         0.000000   \n",
       "5698                                        -0.140496   \n",
       "5699                                        -0.142857   \n",
       "5700                                         0.000000   \n",
       "5701                                        -0.342440   \n",
       "5702                                         0.000000   \n",
       "5703                                        -0.048980   \n",
       "5704                                         0.000000   \n",
       "5705                                         0.000000   \n",
       "5706                                         0.000000   \n",
       "5707                                        -0.174986   \n",
       "5708                                        -0.142857   \n",
       "5709                                        -0.013006   \n",
       "5710                                        -0.165565   \n",
       "5711                                        -0.037845   \n",
       "\n",
       "      fatalities__agg_autocorrelation__f_agg_\"var\"  \\\n",
       "0                                         0.000000   \n",
       "1                                         0.000000   \n",
       "2                                         0.000000   \n",
       "3                                         0.000000   \n",
       "4                                         0.000000   \n",
       "5                                         0.000000   \n",
       "6                                         0.000000   \n",
       "7                                         0.000000   \n",
       "8                                         0.000000   \n",
       "9                                         0.000000   \n",
       "10                                        0.000000   \n",
       "11                                        0.000000   \n",
       "12                                        0.000000   \n",
       "13                                        0.000000   \n",
       "14                                        0.000000   \n",
       "15                                        0.000000   \n",
       "16                                        0.000000   \n",
       "17                                        0.000000   \n",
       "18                                        0.000000   \n",
       "19                                        0.000000   \n",
       "20                                        0.000000   \n",
       "21                                        0.000000   \n",
       "22                                        0.000000   \n",
       "23                                        0.000000   \n",
       "24                                        0.000000   \n",
       "25                                        0.000000   \n",
       "26                                        0.000000   \n",
       "27                                        0.000000   \n",
       "28                                        0.000000   \n",
       "29                                        0.000000   \n",
       "...                                            ...   \n",
       "5682                                      0.696363   \n",
       "5683                                      0.000000   \n",
       "5684                                      0.000000   \n",
       "5685                                      0.000000   \n",
       "5686                                      0.066710   \n",
       "5687                                      0.026614   \n",
       "5688                                      0.310113   \n",
       "5689                                      0.076758   \n",
       "5690                                      0.127173   \n",
       "5691                                      0.246191   \n",
       "5692                                      0.000000   \n",
       "5693                                      0.000000   \n",
       "5694                                      0.050844   \n",
       "5695                                      0.023399   \n",
       "5696                                      0.000000   \n",
       "5697                                      0.000000   \n",
       "5698                                      0.218332   \n",
       "5699                                      0.102882   \n",
       "5700                                      0.000000   \n",
       "5701                                      0.277991   \n",
       "5702                                      0.000000   \n",
       "5703                                      0.271299   \n",
       "5704                                      0.000000   \n",
       "5705                                      0.000000   \n",
       "5706                                      0.000000   \n",
       "5707                                      0.041596   \n",
       "5708                                      0.102882   \n",
       "5709                                      0.146063   \n",
       "5710                                      0.325872   \n",
       "5711                                      0.345889   \n",
       "\n",
       "      fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"intercept\"  \\\n",
       "0                                                   0.0                           \n",
       "1                                                   0.0                           \n",
       "2                                                   0.0                           \n",
       "3                                                   0.0                           \n",
       "4                                                   0.0                           \n",
       "5                                                   0.0                           \n",
       "6                                                   0.0                           \n",
       "7                                                   0.0                           \n",
       "8                                                   0.0                           \n",
       "9                                                   0.0                           \n",
       "10                                                  0.0                           \n",
       "11                                                  0.0                           \n",
       "12                                                  0.0                           \n",
       "13                                                  0.0                           \n",
       "14                                                  0.0                           \n",
       "15                                                  0.0                           \n",
       "16                                                  0.0                           \n",
       "17                                                  0.0                           \n",
       "18                                                  0.0                           \n",
       "19                                                  0.0                           \n",
       "20                                                  0.0                           \n",
       "21                                                  0.0                           \n",
       "22                                                  0.0                           \n",
       "23                                                  0.0                           \n",
       "24                                                  0.0                           \n",
       "25                                                  0.0                           \n",
       "26                                                  0.0                           \n",
       "27                                                  0.0                           \n",
       "28                                                  0.0                           \n",
       "29                                                  0.0                           \n",
       "...                                                 ...                           \n",
       "5682                                                0.0                           \n",
       "5683                                                0.0                           \n",
       "5684                                                0.0                           \n",
       "5685                                                0.0                           \n",
       "5686                                                0.0                           \n",
       "5687                                                0.0                           \n",
       "5688                                                0.0                           \n",
       "5689                                                0.0                           \n",
       "5690                                                0.0                           \n",
       "5691                                                0.0                           \n",
       "5692                                                0.0                           \n",
       "5693                                                0.0                           \n",
       "5694                                                0.0                           \n",
       "5695                                                0.0                           \n",
       "5696                                                0.0                           \n",
       "5697                                                0.0                           \n",
       "5698                                                0.0                           \n",
       "5699                                                0.0                           \n",
       "5700                                                0.0                           \n",
       "5701                                                0.0                           \n",
       "5702                                                0.0                           \n",
       "5703                                                0.0                           \n",
       "5704                                                0.0                           \n",
       "5705                                                0.0                           \n",
       "5706                                                0.0                           \n",
       "5707                                                0.0                           \n",
       "5708                                                0.0                           \n",
       "5709                                                0.0                           \n",
       "5710                                                0.0                           \n",
       "5711                                                0.0                           \n",
       "\n",
       "      fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"rvalue\"  \\\n",
       "0                                                   0.0                        \n",
       "1                                                   0.0                        \n",
       "2                                                   0.0                        \n",
       "3                                                   0.0                        \n",
       "4                                                   0.0                        \n",
       "5                                                   0.0                        \n",
       "6                                                   0.0                        \n",
       "7                                                   0.0                        \n",
       "8                                                   0.0                        \n",
       "9                                                   0.0                        \n",
       "10                                                  0.0                        \n",
       "11                                                  0.0                        \n",
       "12                                                  0.0                        \n",
       "13                                                  0.0                        \n",
       "14                                                  0.0                        \n",
       "15                                                  0.0                        \n",
       "16                                                  0.0                        \n",
       "17                                                  0.0                        \n",
       "18                                                  0.0                        \n",
       "19                                                  0.0                        \n",
       "20                                                  0.0                        \n",
       "21                                                  0.0                        \n",
       "22                                                  0.0                        \n",
       "23                                                  0.0                        \n",
       "24                                                  0.0                        \n",
       "25                                                  0.0                        \n",
       "26                                                  0.0                        \n",
       "27                                                  0.0                        \n",
       "28                                                  0.0                        \n",
       "29                                                  0.0                        \n",
       "...                                                 ...                        \n",
       "5682                                                0.0                        \n",
       "5683                                                0.0                        \n",
       "5684                                                0.0                        \n",
       "5685                                                0.0                        \n",
       "5686                                                0.0                        \n",
       "5687                                                0.0                        \n",
       "5688                                                0.0                        \n",
       "5689                                                0.0                        \n",
       "5690                                                0.0                        \n",
       "5691                                                0.0                        \n",
       "5692                                                0.0                        \n",
       "5693                                                0.0                        \n",
       "5694                                                0.0                        \n",
       "5695                                                0.0                        \n",
       "5696                                                0.0                        \n",
       "5697                                                0.0                        \n",
       "5698                                                0.0                        \n",
       "5699                                                0.0                        \n",
       "5700                                                0.0                        \n",
       "5701                                                0.0                        \n",
       "5702                                                0.0                        \n",
       "5703                                                0.0                        \n",
       "5704                                                0.0                        \n",
       "5705                                                0.0                        \n",
       "5706                                                0.0                        \n",
       "5707                                                0.0                        \n",
       "5708                                                0.0                        \n",
       "5709                                                0.0                        \n",
       "5710                                                0.0                        \n",
       "5711                                                0.0                        \n",
       "\n",
       "      fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"slope\"  \\\n",
       "0                                                   0.0                       \n",
       "1                                                   0.0                       \n",
       "2                                                   0.0                       \n",
       "3                                                   0.0                       \n",
       "4                                                   0.0                       \n",
       "5                                                   0.0                       \n",
       "6                                                   0.0                       \n",
       "7                                                   0.0                       \n",
       "8                                                   0.0                       \n",
       "9                                                   0.0                       \n",
       "10                                                  0.0                       \n",
       "11                                                  0.0                       \n",
       "12                                                  0.0                       \n",
       "13                                                  0.0                       \n",
       "14                                                  0.0                       \n",
       "15                                                  0.0                       \n",
       "16                                                  0.0                       \n",
       "17                                                  0.0                       \n",
       "18                                                  0.0                       \n",
       "19                                                  0.0                       \n",
       "20                                                  0.0                       \n",
       "21                                                  0.0                       \n",
       "22                                                  0.0                       \n",
       "23                                                  0.0                       \n",
       "24                                                  0.0                       \n",
       "25                                                  0.0                       \n",
       "26                                                  0.0                       \n",
       "27                                                  0.0                       \n",
       "28                                                  0.0                       \n",
       "29                                                  0.0                       \n",
       "...                                                 ...                       \n",
       "5682                                                0.0                       \n",
       "5683                                                0.0                       \n",
       "5684                                                0.0                       \n",
       "5685                                                0.0                       \n",
       "5686                                                0.0                       \n",
       "5687                                                0.0                       \n",
       "5688                                                0.0                       \n",
       "5689                                                0.0                       \n",
       "5690                                                0.0                       \n",
       "5691                                                0.0                       \n",
       "5692                                                0.0                       \n",
       "5693                                                0.0                       \n",
       "5694                                                0.0                       \n",
       "5695                                                0.0                       \n",
       "5696                                                0.0                       \n",
       "5697                                                0.0                       \n",
       "5698                                                0.0                       \n",
       "5699                                                0.0                       \n",
       "5700                                                0.0                       \n",
       "5701                                                0.0                       \n",
       "5702                                                0.0                       \n",
       "5703                                                0.0                       \n",
       "5704                                                0.0                       \n",
       "5705                                                0.0                       \n",
       "5706                                                0.0                       \n",
       "5707                                                0.0                       \n",
       "5708                                                0.0                       \n",
       "5709                                                0.0                       \n",
       "5710                                                0.0                       \n",
       "5711                                                0.0                       \n",
       "\n",
       "      fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"stderr\"  \\\n",
       "0                                                   0.0                        \n",
       "1                                                   0.0                        \n",
       "2                                                   0.0                        \n",
       "3                                                   0.0                        \n",
       "4                                                   0.0                        \n",
       "5                                                   0.0                        \n",
       "6                                                   0.0                        \n",
       "7                                                   0.0                        \n",
       "8                                                   0.0                        \n",
       "9                                                   0.0                        \n",
       "10                                                  0.0                        \n",
       "11                                                  0.0                        \n",
       "12                                                  0.0                        \n",
       "13                                                  0.0                        \n",
       "14                                                  0.0                        \n",
       "15                                                  0.0                        \n",
       "16                                                  0.0                        \n",
       "17                                                  0.0                        \n",
       "18                                                  0.0                        \n",
       "19                                                  0.0                        \n",
       "20                                                  0.0                        \n",
       "21                                                  0.0                        \n",
       "22                                                  0.0                        \n",
       "23                                                  0.0                        \n",
       "24                                                  0.0                        \n",
       "25                                                  0.0                        \n",
       "26                                                  0.0                        \n",
       "27                                                  0.0                        \n",
       "28                                                  0.0                        \n",
       "29                                                  0.0                        \n",
       "...                                                 ...                        \n",
       "5682                                                0.0                        \n",
       "5683                                                0.0                        \n",
       "5684                                                0.0                        \n",
       "5685                                                0.0                        \n",
       "5686                                                0.0                        \n",
       "5687                                                0.0                        \n",
       "5688                                                0.0                        \n",
       "5689                                                0.0                        \n",
       "5690                                                0.0                        \n",
       "5691                                                0.0                        \n",
       "5692                                                0.0                        \n",
       "5693                                                0.0                        \n",
       "5694                                                0.0                        \n",
       "5695                                                0.0                        \n",
       "5696                                                0.0                        \n",
       "5697                                                0.0                        \n",
       "5698                                                0.0                        \n",
       "5699                                                0.0                        \n",
       "5700                                                0.0                        \n",
       "5701                                                0.0                        \n",
       "5702                                                0.0                        \n",
       "5703                                                0.0                        \n",
       "5704                                                0.0                        \n",
       "5705                                                0.0                        \n",
       "5706                                                0.0                        \n",
       "5707                                                0.0                        \n",
       "5708                                                0.0                        \n",
       "5709                                                0.0                        \n",
       "5710                                                0.0                        \n",
       "5711                                                0.0                        \n",
       "\n",
       "                             ...                           \\\n",
       "0                            ...                            \n",
       "1                            ...                            \n",
       "2                            ...                            \n",
       "3                            ...                            \n",
       "4                            ...                            \n",
       "5                            ...                            \n",
       "6                            ...                            \n",
       "7                            ...                            \n",
       "8                            ...                            \n",
       "9                            ...                            \n",
       "10                           ...                            \n",
       "11                           ...                            \n",
       "12                           ...                            \n",
       "13                           ...                            \n",
       "14                           ...                            \n",
       "15                           ...                            \n",
       "16                           ...                            \n",
       "17                           ...                            \n",
       "18                           ...                            \n",
       "19                           ...                            \n",
       "20                           ...                            \n",
       "21                           ...                            \n",
       "22                           ...                            \n",
       "23                           ...                            \n",
       "24                           ...                            \n",
       "25                           ...                            \n",
       "26                           ...                            \n",
       "27                           ...                            \n",
       "28                           ...                            \n",
       "29                           ...                            \n",
       "...                          ...                            \n",
       "5682                         ...                            \n",
       "5683                         ...                            \n",
       "5684                         ...                            \n",
       "5685                         ...                            \n",
       "5686                         ...                            \n",
       "5687                         ...                            \n",
       "5688                         ...                            \n",
       "5689                         ...                            \n",
       "5690                         ...                            \n",
       "5691                         ...                            \n",
       "5692                         ...                            \n",
       "5693                         ...                            \n",
       "5694                         ...                            \n",
       "5695                         ...                            \n",
       "5696                         ...                            \n",
       "5697                         ...                            \n",
       "5698                         ...                            \n",
       "5699                         ...                            \n",
       "5700                         ...                            \n",
       "5701                         ...                            \n",
       "5702                         ...                            \n",
       "5703                         ...                            \n",
       "5704                         ...                            \n",
       "5705                         ...                            \n",
       "5706                         ...                            \n",
       "5707                         ...                            \n",
       "5708                         ...                            \n",
       "5709                         ...                            \n",
       "5710                         ...                            \n",
       "5711                         ...                            \n",
       "\n",
       "      new_deaths__time_reversal_asymmetry_statistic__lag_1  \\\n",
       "0                                          0.000000e+00      \n",
       "1                                          0.000000e+00      \n",
       "2                                          0.000000e+00      \n",
       "3                                          0.000000e+00      \n",
       "4                                          0.000000e+00      \n",
       "5                                          0.000000e+00      \n",
       "6                                          0.000000e+00      \n",
       "7                                          0.000000e+00      \n",
       "8                                          0.000000e+00      \n",
       "9                                          0.000000e+00      \n",
       "10                                         0.000000e+00      \n",
       "11                                         0.000000e+00      \n",
       "12                                         0.000000e+00      \n",
       "13                                         0.000000e+00      \n",
       "14                                         0.000000e+00      \n",
       "15                                         0.000000e+00      \n",
       "16                                         0.000000e+00      \n",
       "17                                         0.000000e+00      \n",
       "18                                         0.000000e+00      \n",
       "19                                         0.000000e+00      \n",
       "20                                         0.000000e+00      \n",
       "21                                         0.000000e+00      \n",
       "22                                         0.000000e+00      \n",
       "23                                         0.000000e+00      \n",
       "24                                         0.000000e+00      \n",
       "25                                         0.000000e+00      \n",
       "26                                         0.000000e+00      \n",
       "27                                         0.000000e+00      \n",
       "28                                         0.000000e+00      \n",
       "29                                         0.000000e+00      \n",
       "...                                                 ...      \n",
       "5682                                       0.000000e+00      \n",
       "5683                                       0.000000e+00      \n",
       "5684                                       1.060755e-07      \n",
       "5685                                       0.000000e+00      \n",
       "5686                                       0.000000e+00      \n",
       "5687                                       0.000000e+00      \n",
       "5688                                       0.000000e+00      \n",
       "5689                                       0.000000e+00      \n",
       "5690                                       0.000000e+00      \n",
       "5691                                       0.000000e+00      \n",
       "5692                                       0.000000e+00      \n",
       "5693                                       1.174774e-07      \n",
       "5694                                       0.000000e+00      \n",
       "5695                                       0.000000e+00      \n",
       "5696                                       8.524949e-09      \n",
       "5697                                       0.000000e+00      \n",
       "5698                                       0.000000e+00      \n",
       "5699                                       0.000000e+00      \n",
       "5700                                      -1.671527e-08      \n",
       "5701                                       0.000000e+00      \n",
       "5702                                       0.000000e+00      \n",
       "5703                                       0.000000e+00      \n",
       "5704                                       0.000000e+00      \n",
       "5705                                       1.060755e-07      \n",
       "5706                                       0.000000e+00      \n",
       "5707                                       0.000000e+00      \n",
       "5708                                       0.000000e+00      \n",
       "5709                                       0.000000e+00      \n",
       "5710                                       0.000000e+00      \n",
       "5711                                       0.000000e+00      \n",
       "\n",
       "      new_deaths__time_reversal_asymmetry_statistic__lag_2  \\\n",
       "0                                          0.000000e+00      \n",
       "1                                          0.000000e+00      \n",
       "2                                          0.000000e+00      \n",
       "3                                          0.000000e+00      \n",
       "4                                          0.000000e+00      \n",
       "5                                          0.000000e+00      \n",
       "6                                          0.000000e+00      \n",
       "7                                          0.000000e+00      \n",
       "8                                          0.000000e+00      \n",
       "9                                          0.000000e+00      \n",
       "10                                         0.000000e+00      \n",
       "11                                         0.000000e+00      \n",
       "12                                         0.000000e+00      \n",
       "13                                         0.000000e+00      \n",
       "14                                         0.000000e+00      \n",
       "15                                         0.000000e+00      \n",
       "16                                         0.000000e+00      \n",
       "17                                         0.000000e+00      \n",
       "18                                         0.000000e+00      \n",
       "19                                         0.000000e+00      \n",
       "20                                         0.000000e+00      \n",
       "21                                         0.000000e+00      \n",
       "22                                         0.000000e+00      \n",
       "23                                         0.000000e+00      \n",
       "24                                         0.000000e+00      \n",
       "25                                         0.000000e+00      \n",
       "26                                         0.000000e+00      \n",
       "27                                         0.000000e+00      \n",
       "28                                         0.000000e+00      \n",
       "29                                         0.000000e+00      \n",
       "...                                                 ...      \n",
       "5682                                       0.000000e+00      \n",
       "5683                                       0.000000e+00      \n",
       "5684                                      -1.591132e-07      \n",
       "5685                                       0.000000e+00      \n",
       "5686                                       0.000000e+00      \n",
       "5687                                       0.000000e+00      \n",
       "5688                                       0.000000e+00      \n",
       "5689                                       0.000000e+00      \n",
       "5690                                       0.000000e+00      \n",
       "5691                                       0.000000e+00      \n",
       "5692                                       0.000000e+00      \n",
       "5693                                       1.762161e-07      \n",
       "5694                                       0.000000e+00      \n",
       "5695                                       0.000000e+00      \n",
       "5696                                       1.278742e-08      \n",
       "5697                                       0.000000e+00      \n",
       "5698                                       0.000000e+00      \n",
       "5699                                       0.000000e+00      \n",
       "5700                                       0.000000e+00      \n",
       "5701                                       0.000000e+00      \n",
       "5702                                       0.000000e+00      \n",
       "5703                                       0.000000e+00      \n",
       "5704                                       0.000000e+00      \n",
       "5705                                      -1.591132e-07      \n",
       "5706                                       0.000000e+00      \n",
       "5707                                       0.000000e+00      \n",
       "5708                                       0.000000e+00      \n",
       "5709                                       0.000000e+00      \n",
       "5710                                       0.000000e+00      \n",
       "5711                                       0.000000e+00      \n",
       "\n",
       "      new_deaths__time_reversal_asymmetry_statistic__lag_3  \\\n",
       "0                                          0.000000e+00      \n",
       "1                                          0.000000e+00      \n",
       "2                                          0.000000e+00      \n",
       "3                                          0.000000e+00      \n",
       "4                                          0.000000e+00      \n",
       "5                                          0.000000e+00      \n",
       "6                                          0.000000e+00      \n",
       "7                                          0.000000e+00      \n",
       "8                                          0.000000e+00      \n",
       "9                                          0.000000e+00      \n",
       "10                                         0.000000e+00      \n",
       "11                                         0.000000e+00      \n",
       "12                                         0.000000e+00      \n",
       "13                                         0.000000e+00      \n",
       "14                                         0.000000e+00      \n",
       "15                                         0.000000e+00      \n",
       "16                                         0.000000e+00      \n",
       "17                                         0.000000e+00      \n",
       "18                                         0.000000e+00      \n",
       "19                                         0.000000e+00      \n",
       "20                                         0.000000e+00      \n",
       "21                                         0.000000e+00      \n",
       "22                                         0.000000e+00      \n",
       "23                                         0.000000e+00      \n",
       "24                                         0.000000e+00      \n",
       "25                                         0.000000e+00      \n",
       "26                                         0.000000e+00      \n",
       "27                                         0.000000e+00      \n",
       "28                                         0.000000e+00      \n",
       "29                                         0.000000e+00      \n",
       "...                                                 ...      \n",
       "5682                                       0.000000e+00      \n",
       "5683                                       0.000000e+00      \n",
       "5684                                      -6.364528e-07      \n",
       "5685                                       0.000000e+00      \n",
       "5686                                       0.000000e+00      \n",
       "5687                                       0.000000e+00      \n",
       "5688                                       0.000000e+00      \n",
       "5689                                       0.000000e+00      \n",
       "5690                                       0.000000e+00      \n",
       "5691                                       0.000000e+00      \n",
       "5692                                       0.000000e+00      \n",
       "5693                                       0.000000e+00      \n",
       "5694                                       0.000000e+00      \n",
       "5695                                       0.000000e+00      \n",
       "5696                                       0.000000e+00      \n",
       "5697                                       0.000000e+00      \n",
       "5698                                       0.000000e+00      \n",
       "5699                                       0.000000e+00      \n",
       "5700                                       0.000000e+00      \n",
       "5701                                       0.000000e+00      \n",
       "5702                                       0.000000e+00      \n",
       "5703                                       0.000000e+00      \n",
       "5704                                       0.000000e+00      \n",
       "5705                                      -6.364528e-07      \n",
       "5706                                       0.000000e+00      \n",
       "5707                                       0.000000e+00      \n",
       "5708                                       0.000000e+00      \n",
       "5709                                       0.000000e+00      \n",
       "5710                                       0.000000e+00      \n",
       "5711                                       0.000000e+00      \n",
       "\n",
       "      new_deaths__value_count__value_-inf  new_deaths__value_count__value_0  \\\n",
       "0                                     0.0                               0.0   \n",
       "1                                     0.0                               1.0   \n",
       "2                                     0.0                               0.0   \n",
       "3                                     0.0                               0.0   \n",
       "4                                     0.0                               0.0   \n",
       "5                                     0.0                               0.0   \n",
       "6                                     0.0                               1.0   \n",
       "7                                     0.0                               0.0   \n",
       "8                                     0.0                               0.0   \n",
       "9                                     0.0                               0.0   \n",
       "10                                    0.0                               1.0   \n",
       "11                                    0.0                               0.0   \n",
       "12                                    0.0                               0.0   \n",
       "13                                    0.0                               1.0   \n",
       "14                                    0.0                               0.0   \n",
       "15                                    0.0                               0.0   \n",
       "16                                    0.0                               0.0   \n",
       "17                                    0.0                               1.0   \n",
       "18                                    0.0                               1.0   \n",
       "19                                    0.0                               0.0   \n",
       "20                                    0.0                               0.0   \n",
       "21                                    0.0                               0.0   \n",
       "22                                    0.0                               2.0   \n",
       "23                                    0.0                               0.0   \n",
       "24                                    0.0                               0.0   \n",
       "25                                    0.0                               0.0   \n",
       "26                                    0.0                               0.0   \n",
       "27                                    0.0                               2.0   \n",
       "28                                    0.0                               0.0   \n",
       "29                                    0.0                               0.0   \n",
       "...                                   ...                               ...   \n",
       "5682                                  0.0                               7.0   \n",
       "5683                                  0.0                               8.0   \n",
       "5684                                  0.0                               4.0   \n",
       "5685                                  0.0                               7.0   \n",
       "5686                                  0.0                               7.0   \n",
       "5687                                  0.0                               8.0   \n",
       "5688                                  0.0                               8.0   \n",
       "5689                                  0.0                               8.0   \n",
       "5690                                  0.0                               8.0   \n",
       "5691                                  0.0                               8.0   \n",
       "5692                                  0.0                               8.0   \n",
       "5693                                  0.0                               4.0   \n",
       "5694                                  0.0                               8.0   \n",
       "5695                                  0.0                               8.0   \n",
       "5696                                  0.0                               5.0   \n",
       "5697                                  0.0                               8.0   \n",
       "5698                                  0.0                               6.0   \n",
       "5699                                  0.0                               7.0   \n",
       "5700                                  0.0                               6.0   \n",
       "5701                                  0.0                               8.0   \n",
       "5702                                  0.0                               6.0   \n",
       "5703                                  0.0                               7.0   \n",
       "5704                                  0.0                               8.0   \n",
       "5705                                  0.0                               4.0   \n",
       "5706                                  0.0                               7.0   \n",
       "5707                                  0.0                               8.0   \n",
       "5708                                  0.0                               8.0   \n",
       "5709                                  0.0                               8.0   \n",
       "5710                                  0.0                               8.0   \n",
       "5711                                  0.0                               8.0   \n",
       "\n",
       "      new_deaths__value_count__value_1  new_deaths__value_count__value_inf  \\\n",
       "0                                  0.0                                 0.0   \n",
       "1                                  0.0                                 0.0   \n",
       "2                                  0.0                                 0.0   \n",
       "3                                  0.0                                 0.0   \n",
       "4                                  0.0                                 0.0   \n",
       "5                                  0.0                                 0.0   \n",
       "6                                  0.0                                 0.0   \n",
       "7                                  0.0                                 0.0   \n",
       "8                                  0.0                                 0.0   \n",
       "9                                  0.0                                 0.0   \n",
       "10                                 0.0                                 0.0   \n",
       "11                                 0.0                                 0.0   \n",
       "12                                 0.0                                 0.0   \n",
       "13                                 0.0                                 0.0   \n",
       "14                                 0.0                                 0.0   \n",
       "15                                 0.0                                 0.0   \n",
       "16                                 0.0                                 0.0   \n",
       "17                                 0.0                                 0.0   \n",
       "18                                 0.0                                 0.0   \n",
       "19                                 0.0                                 0.0   \n",
       "20                                 0.0                                 0.0   \n",
       "21                                 0.0                                 0.0   \n",
       "22                                 0.0                                 0.0   \n",
       "23                                 0.0                                 0.0   \n",
       "24                                 0.0                                 0.0   \n",
       "25                                 0.0                                 0.0   \n",
       "26                                 0.0                                 0.0   \n",
       "27                                 0.0                                 0.0   \n",
       "28                                 0.0                                 0.0   \n",
       "29                                 0.0                                 0.0   \n",
       "...                                ...                                 ...   \n",
       "5682                               0.0                                 0.0   \n",
       "5683                               0.0                                 0.0   \n",
       "5684                               0.0                                 0.0   \n",
       "5685                               0.0                                 0.0   \n",
       "5686                               0.0                                 0.0   \n",
       "5687                               0.0                                 0.0   \n",
       "5688                               0.0                                 0.0   \n",
       "5689                               0.0                                 0.0   \n",
       "5690                               0.0                                 0.0   \n",
       "5691                               0.0                                 0.0   \n",
       "5692                               0.0                                 0.0   \n",
       "5693                               0.0                                 0.0   \n",
       "5694                               0.0                                 0.0   \n",
       "5695                               0.0                                 0.0   \n",
       "5696                               0.0                                 0.0   \n",
       "5697                               0.0                                 0.0   \n",
       "5698                               0.0                                 0.0   \n",
       "5699                               0.0                                 0.0   \n",
       "5700                               0.0                                 0.0   \n",
       "5701                               0.0                                 0.0   \n",
       "5702                               0.0                                 0.0   \n",
       "5703                               0.0                                 0.0   \n",
       "5704                               0.0                                 0.0   \n",
       "5705                               0.0                                 0.0   \n",
       "5706                               0.0                                 0.0   \n",
       "5707                               0.0                                 0.0   \n",
       "5708                               0.0                                 0.0   \n",
       "5709                               0.0                                 0.0   \n",
       "5710                               0.0                                 0.0   \n",
       "5711                               0.0                                 0.0   \n",
       "\n",
       "      new_deaths__value_count__value_nan  new_deaths__variance  \\\n",
       "0                                    0.0          0.000000e+00   \n",
       "1                                    0.0          0.000000e+00   \n",
       "2                                    0.0          0.000000e+00   \n",
       "3                                    0.0          0.000000e+00   \n",
       "4                                    0.0          0.000000e+00   \n",
       "5                                    0.0          0.000000e+00   \n",
       "6                                    0.0          0.000000e+00   \n",
       "7                                    0.0          0.000000e+00   \n",
       "8                                    0.0          0.000000e+00   \n",
       "9                                    0.0          0.000000e+00   \n",
       "10                                   0.0          0.000000e+00   \n",
       "11                                   0.0          0.000000e+00   \n",
       "12                                   0.0          0.000000e+00   \n",
       "13                                   0.0          0.000000e+00   \n",
       "14                                   0.0          0.000000e+00   \n",
       "15                                   0.0          0.000000e+00   \n",
       "16                                   0.0          0.000000e+00   \n",
       "17                                   0.0          0.000000e+00   \n",
       "18                                   0.0          0.000000e+00   \n",
       "19                                   0.0          0.000000e+00   \n",
       "20                                   0.0          0.000000e+00   \n",
       "21                                   0.0          0.000000e+00   \n",
       "22                                   0.0          0.000000e+00   \n",
       "23                                   0.0          0.000000e+00   \n",
       "24                                   0.0          0.000000e+00   \n",
       "25                                   0.0          0.000000e+00   \n",
       "26                                   0.0          0.000000e+00   \n",
       "27                                   0.0          0.000000e+00   \n",
       "28                                   0.0          0.000000e+00   \n",
       "29                                   0.0          0.000000e+00   \n",
       "...                                  ...                   ...   \n",
       "5682                                 0.0          3.864567e-04   \n",
       "5683                                 0.0          0.000000e+00   \n",
       "5684                                 0.0          3.204524e-05   \n",
       "5685                                 0.0          4.331490e-05   \n",
       "5686                                 0.0          7.925280e-06   \n",
       "5687                                 0.0          0.000000e+00   \n",
       "5688                                 0.0          0.000000e+00   \n",
       "5689                                 0.0          0.000000e+00   \n",
       "5690                                 0.0          0.000000e+00   \n",
       "5691                                 0.0          0.000000e+00   \n",
       "5692                                 0.0          0.000000e+00   \n",
       "5693                                 0.0          1.980054e-05   \n",
       "5694                                 0.0          0.000000e+00   \n",
       "5695                                 0.0          0.000000e+00   \n",
       "5696                                 0.0          4.340223e-06   \n",
       "5697                                 0.0          0.000000e+00   \n",
       "5698                                 0.0          5.264528e-06   \n",
       "5699                                 0.0          7.675452e-07   \n",
       "5700                                 0.0          6.537457e-06   \n",
       "5701                                 0.0          0.000000e+00   \n",
       "5702                                 0.0          2.185276e-05   \n",
       "5703                                 0.0          3.864567e-04   \n",
       "5704                                 0.0          0.000000e+00   \n",
       "5705                                 0.0          3.204524e-05   \n",
       "5706                                 0.0          4.331490e-05   \n",
       "5707                                 0.0          0.000000e+00   \n",
       "5708                                 0.0          0.000000e+00   \n",
       "5709                                 0.0          0.000000e+00   \n",
       "5710                                 0.0          0.000000e+00   \n",
       "5711                                 0.0          0.000000e+00   \n",
       "\n",
       "      new_deaths__variance_larger_than_standard_deviation  \n",
       "0                                                   0.0    \n",
       "1                                                   0.0    \n",
       "2                                                   0.0    \n",
       "3                                                   0.0    \n",
       "4                                                   0.0    \n",
       "5                                                   0.0    \n",
       "6                                                   0.0    \n",
       "7                                                   0.0    \n",
       "8                                                   0.0    \n",
       "9                                                   0.0    \n",
       "10                                                  0.0    \n",
       "11                                                  0.0    \n",
       "12                                                  0.0    \n",
       "13                                                  0.0    \n",
       "14                                                  0.0    \n",
       "15                                                  0.0    \n",
       "16                                                  0.0    \n",
       "17                                                  0.0    \n",
       "18                                                  0.0    \n",
       "19                                                  0.0    \n",
       "20                                                  0.0    \n",
       "21                                                  0.0    \n",
       "22                                                  0.0    \n",
       "23                                                  0.0    \n",
       "24                                                  0.0    \n",
       "25                                                  0.0    \n",
       "26                                                  0.0    \n",
       "27                                                  0.0    \n",
       "28                                                  0.0    \n",
       "29                                                  0.0    \n",
       "...                                                 ...    \n",
       "5682                                                0.0    \n",
       "5683                                                0.0    \n",
       "5684                                                0.0    \n",
       "5685                                                0.0    \n",
       "5686                                                0.0    \n",
       "5687                                                0.0    \n",
       "5688                                                0.0    \n",
       "5689                                                0.0    \n",
       "5690                                                0.0    \n",
       "5691                                                0.0    \n",
       "5692                                                0.0    \n",
       "5693                                                0.0    \n",
       "5694                                                0.0    \n",
       "5695                                                0.0    \n",
       "5696                                                0.0    \n",
       "5697                                                0.0    \n",
       "5698                                                0.0    \n",
       "5699                                                0.0    \n",
       "5700                                                0.0    \n",
       "5701                                                0.0    \n",
       "5702                                                0.0    \n",
       "5703                                                0.0    \n",
       "5704                                                0.0    \n",
       "5705                                                0.0    \n",
       "5706                                                0.0    \n",
       "5707                                                0.0    \n",
       "5708                                                0.0    \n",
       "5709                                                0.0    \n",
       "5710                                                0.0    \n",
       "5711                                                0.0    \n",
       "\n",
       "[5712 rows x 9529 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "extracted_features_week_1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "week_1_rename_dict = {val:(val + '_week_1') for val in extracted_features_week_1.columns}\n",
    "\n",
    "extracted_features_week_1 = extracted_features_week_1.rename(columns=week_1_rename_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "week_2_rename_dict = {val:(val + '_week_2') for val in extracted_features_week_2.columns}\n",
    "\n",
    "extracted_features_week_2 = extracted_features_week_2.rename(columns=week_2_rename_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "week_4_rename_dict = {val:(val + '_week_4') for val in extracted_features_week_4.columns}\n",
    "\n",
    "extracted_features_week_4 = extracted_features_week_4.rename(columns=week_4_rename_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "week_6_rename_dict = {val:(val + '_week_6') for val in extracted_features_week_6.columns}\n",
    "\n",
    "extracted_features_week_6 = extracted_features_week_6.rename(columns=week_6_rename_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "week_8_rename_dict = {val:(val + '_week_8') for val in extracted_features_week_8.columns}\n",
    "\n",
    "extracted_features_week_8 = extracted_features_week_8.rename(columns=week_8_rename_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "extracted_features_week_1 = extracted_features_week_1.rename(columns = {'id_week_1':'id'}).set_index('id')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "extracted_features_week_2 = extracted_features_week_2.rename(columns = {'id_week_2':'id'}).set_index('id')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "extracted_features_week_4 = extracted_features_week_4.rename(columns = {'id_week_4':'id'}).set_index('id')\n",
    "extracted_features_week_6 = extracted_features_week_6.rename(columns = {'id_week_6':'id'}).set_index('id')\n",
    "extracted_features_week_8 = extracted_features_week_8.rename(columns = {'id_week_8':'id'}).set_index('id')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "from ast import literal_eval"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "extracted_features_week_1.index = extracted_features_week_1.reset_index().id.apply(literal_eval)\n",
    "extracted_features_week_2.index = extracted_features_week_2.reset_index().id.apply(literal_eval)\n",
    "extracted_features_week_4.index = extracted_features_week_4.reset_index().id.apply(literal_eval)\n",
    "extracted_features_week_6.index = extracted_features_week_6.reset_index().id.apply(literal_eval)\n",
    "extracted_features_week_8.index = extracted_features_week_8.reset_index().id.apply(literal_eval)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_extracted_features = extracted_features_week_1.merge(extracted_features_week_2, left_index = True, right_index = True).merge(extracted_features_week_4, left_index = True, right_index = True).merge(extracted_features_week_6, left_index = True, right_index = True).merge(extracted_features_week_8, left_index = True, right_index = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_extracted_features['days_from'] = full_extracted_features.reset_index().id.apply(pd.Series)[0].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_extracted_features['gov_iso'] = full_extracted_features.reset_index().id.apply(pd.Series)[1].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>fatalities__abs_energy_week_1</th>\n",
       "      <th>fatalities__absolute_sum_of_changes_week_1</th>\n",
       "      <th>fatalities__agg_autocorrelation__f_agg_\"mean\"_week_1</th>\n",
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       "      <th>...</th>\n",
       "      <th>new_deaths__time_reversal_asymmetry_statistic__lag_3_week_8</th>\n",
       "      <th>new_deaths__value_count__value_-inf_week_8</th>\n",
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       "      <th>new_deaths__variance_larger_than_standard_deviation_week_8</th>\n",
       "      <th>days_from</th>\n",
       "      <th>gov_iso</th>\n",
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       "    <tr>\n",
       "      <th>id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
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       "      <th>(0, YE-AB)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000e+00</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-AB</td>\n",
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       "    <tr>\n",
       "      <th>(0, YE-AD)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <th>(0, YE-AM)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-AM</td>\n",
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       "    <tr>\n",
       "      <th>(0, YE-BA)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>YE-BA</td>\n",
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       "    <tr>\n",
       "      <th>(0, YE-DA)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "    <tr>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>YE-DH</td>\n",
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       "    <tr>\n",
       "      <th>(0, YE-HD-AL)</th>\n",
       "      <td>0.000000e+00</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-HD-AL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-HJ)</th>\n",
       "      <td>1.773776e-07</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-HJ</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-HU)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-HU</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-IB</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>YE-JA</td>\n",
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       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-LA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-MA)</th>\n",
       "      <td>3.467872e-05</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-MA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-MR)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-MR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-MW)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-MW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-RA)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-RA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-SA)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-SA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-SD)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-SD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-SH)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-SH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-SN)</th>\n",
       "      <td>3.702677e-08</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-SN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(0, YE-TA)</th>\n",
       "      <td>9.296488e-09</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-TA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(1, YE-AB)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-AB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(1, YE-AD)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-AD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(1, YE-AM)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(1, YE-BA)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-BA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(1, YE-DA)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-DA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(1, YE-DH)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-DH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(1, YE-HD-AL)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-HD-AL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(1, YE-HJ)</th>\n",
       "      <td>1.773776e-07</td>\n",
       "      <td>0.000421</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-HJ</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(1, YE-HU)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-HU</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(98, YE-MA)</th>\n",
       "      <td>2.213273e-04</td>\n",
       "      <td>0.035333</td>\n",
       "      <td>-0.189291</td>\n",
       "      <td>-0.258777</td>\n",
       "      <td>0.696363</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000061</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-MA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(98, YE-MR)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-MR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(98, YE-MW)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.118224e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000174</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-MW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(98, YE-RA)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.120595e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000315</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-RA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(98, YE-SA)</th>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.056782</td>\n",
       "      <td>-0.014375</td>\n",
       "      <td>0.066710</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-8.062753e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-SA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(98, YE-SD)</th>\n",
       "      <td>1.681454e-07</td>\n",
       "      <td>0.000820</td>\n",
       "      <td>-0.140525</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.026614</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-SD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(98, YE-SH)</th>\n",
       "      <td>2.025868e-05</td>\n",
       "      <td>0.010837</td>\n",
       "      <td>-0.066539</td>\n",
       "      <td>-0.215417</td>\n",
       "      <td>0.310113</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000001</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-SH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(98, YE-SN)</th>\n",
       "      <td>8.919749e-07</td>\n",
       "      <td>0.002194</td>\n",
       "      <td>-0.147294</td>\n",
       "      <td>-0.149924</td>\n",
       "      <td>0.076758</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.740264e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-SN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(98, YE-TA)</th>\n",
       "      <td>3.702326e-08</td>\n",
       "      <td>0.000280</td>\n",
       "      <td>-0.086991</td>\n",
       "      <td>-0.062075</td>\n",
       "      <td>0.127173</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.899488e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-TA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-AB)</th>\n",
       "      <td>4.246316e-07</td>\n",
       "      <td>0.000461</td>\n",
       "      <td>-0.382313</td>\n",
       "      <td>-0.333333</td>\n",
       "      <td>0.246191</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000028</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-AB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-AD)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>9.143448e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000053</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-AD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-AM)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>4.606958e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-BA)</th>\n",
       "      <td>3.485640e-07</td>\n",
       "      <td>0.001146</td>\n",
       "      <td>-0.081816</td>\n",
       "      <td>-0.207207</td>\n",
       "      <td>0.050844</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000034</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-BA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-DA)</th>\n",
       "      <td>7.583086e-06</td>\n",
       "      <td>0.005507</td>\n",
       "      <td>-0.086103</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.023399</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.762159e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000280</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-DA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-DH)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>6.554329e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-DH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-HD-AL)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-HD-AL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-HJ)</th>\n",
       "      <td>5.076941e-07</td>\n",
       "      <td>0.001123</td>\n",
       "      <td>-0.043517</td>\n",
       "      <td>-0.140496</td>\n",
       "      <td>0.218332</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.946167e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000136</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-HJ</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-HU)</th>\n",
       "      <td>3.988934e-09</td>\n",
       "      <td>0.000063</td>\n",
       "      <td>-0.280466</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.102882</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-8.033256e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-HU</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-IB)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.012022e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-IB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-JA)</th>\n",
       "      <td>4.472773e-05</td>\n",
       "      <td>0.016827</td>\n",
       "      <td>-0.308291</td>\n",
       "      <td>-0.342440</td>\n",
       "      <td>0.277991</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.494128e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000038</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-JA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-LA)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-LA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-MA)</th>\n",
       "      <td>1.048068e-04</td>\n",
       "      <td>0.028267</td>\n",
       "      <td>-0.172761</td>\n",
       "      <td>-0.048980</td>\n",
       "      <td>0.271299</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000061</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-MA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-MR)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-MR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-MW)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.118224e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000156</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-MW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-RA)</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.120595e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000315</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-RA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-SA)</th>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.083117</td>\n",
       "      <td>-0.174986</td>\n",
       "      <td>0.041596</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-8.062753e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-SA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-SD)</th>\n",
       "      <td>1.681454e-07</td>\n",
       "      <td>0.000410</td>\n",
       "      <td>-0.280466</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.102882</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-SD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-SH)</th>\n",
       "      <td>2.580901e-05</td>\n",
       "      <td>0.010837</td>\n",
       "      <td>-0.028641</td>\n",
       "      <td>-0.013006</td>\n",
       "      <td>0.146063</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000001</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-SH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-SN)</th>\n",
       "      <td>9.989823e-07</td>\n",
       "      <td>0.001616</td>\n",
       "      <td>-0.114437</td>\n",
       "      <td>-0.165565</td>\n",
       "      <td>0.325872</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.507002e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-SN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(99, YE-TA)</th>\n",
       "      <td>2.577451e-08</td>\n",
       "      <td>0.000280</td>\n",
       "      <td>-0.049351</td>\n",
       "      <td>-0.037845</td>\n",
       "      <td>0.345889</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.899488e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-TA</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5712 rows × 47642 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                fatalities__abs_energy_week_1  \\\n",
       "id                                              \n",
       "(0, YE-AB)                       0.000000e+00   \n",
       "(0, YE-AD)                       0.000000e+00   \n",
       "(0, YE-AM)                       0.000000e+00   \n",
       "(0, YE-BA)                       0.000000e+00   \n",
       "(0, YE-DA)                       0.000000e+00   \n",
       "(0, YE-DH)                       0.000000e+00   \n",
       "(0, YE-HD-AL)                    0.000000e+00   \n",
       "(0, YE-HJ)                       1.773776e-07   \n",
       "(0, YE-HU)                       0.000000e+00   \n",
       "(0, YE-IB)                       0.000000e+00   \n",
       "(0, YE-JA)                       0.000000e+00   \n",
       "(0, YE-LA)                       0.000000e+00   \n",
       "(0, YE-MA)                       3.467872e-05   \n",
       "(0, YE-MR)                       0.000000e+00   \n",
       "(0, YE-MW)                       0.000000e+00   \n",
       "(0, YE-RA)                       0.000000e+00   \n",
       "(0, YE-SA)                       0.000000e+00   \n",
       "(0, YE-SD)                       0.000000e+00   \n",
       "(0, YE-SH)                       0.000000e+00   \n",
       "(0, YE-SN)                       3.702677e-08   \n",
       "(0, YE-TA)                       9.296488e-09   \n",
       "(1, YE-AB)                       0.000000e+00   \n",
       "(1, YE-AD)                       0.000000e+00   \n",
       "(1, YE-AM)                       0.000000e+00   \n",
       "(1, YE-BA)                       0.000000e+00   \n",
       "(1, YE-DA)                       0.000000e+00   \n",
       "(1, YE-DH)                       0.000000e+00   \n",
       "(1, YE-HD-AL)                    0.000000e+00   \n",
       "(1, YE-HJ)                       1.773776e-07   \n",
       "(1, YE-HU)                       0.000000e+00   \n",
       "...                                       ...   \n",
       "(98, YE-MA)                      2.213273e-04   \n",
       "(98, YE-MR)                      0.000000e+00   \n",
       "(98, YE-MW)                      0.000000e+00   \n",
       "(98, YE-RA)                      0.000000e+00   \n",
       "(98, YE-SA)                      1.391358e-06   \n",
       "(98, YE-SD)                      1.681454e-07   \n",
       "(98, YE-SH)                      2.025868e-05   \n",
       "(98, YE-SN)                      8.919749e-07   \n",
       "(98, YE-TA)                      3.702326e-08   \n",
       "(99, YE-AB)                      4.246316e-07   \n",
       "(99, YE-AD)                      0.000000e+00   \n",
       "(99, YE-AM)                      0.000000e+00   \n",
       "(99, YE-BA)                      3.485640e-07   \n",
       "(99, YE-DA)                      7.583086e-06   \n",
       "(99, YE-DH)                      0.000000e+00   \n",
       "(99, YE-HD-AL)                   0.000000e+00   \n",
       "(99, YE-HJ)                      5.076941e-07   \n",
       "(99, YE-HU)                      3.988934e-09   \n",
       "(99, YE-IB)                      0.000000e+00   \n",
       "(99, YE-JA)                      4.472773e-05   \n",
       "(99, YE-LA)                      0.000000e+00   \n",
       "(99, YE-MA)                      1.048068e-04   \n",
       "(99, YE-MR)                      0.000000e+00   \n",
       "(99, YE-MW)                      0.000000e+00   \n",
       "(99, YE-RA)                      0.000000e+00   \n",
       "(99, YE-SA)                      1.391358e-06   \n",
       "(99, YE-SD)                      1.681454e-07   \n",
       "(99, YE-SH)                      2.580901e-05   \n",
       "(99, YE-SN)                      9.989823e-07   \n",
       "(99, YE-TA)                      2.577451e-08   \n",
       "\n",
       "                fatalities__absolute_sum_of_changes_week_1  \\\n",
       "id                                                           \n",
       "(0, YE-AB)                                        0.000000   \n",
       "(0, YE-AD)                                        0.000000   \n",
       "(0, YE-AM)                                        0.000000   \n",
       "(0, YE-BA)                                        0.000000   \n",
       "(0, YE-DA)                                        0.000000   \n",
       "(0, YE-DH)                                        0.000000   \n",
       "(0, YE-HD-AL)                                     0.000000   \n",
       "(0, YE-HJ)                                        0.000000   \n",
       "(0, YE-HU)                                        0.000000   \n",
       "(0, YE-IB)                                        0.000000   \n",
       "(0, YE-JA)                                        0.000000   \n",
       "(0, YE-LA)                                        0.000000   \n",
       "(0, YE-MA)                                        0.000000   \n",
       "(0, YE-MR)                                        0.000000   \n",
       "(0, YE-MW)                                        0.000000   \n",
       "(0, YE-RA)                                        0.000000   \n",
       "(0, YE-SA)                                        0.000000   \n",
       "(0, YE-SD)                                        0.000000   \n",
       "(0, YE-SH)                                        0.000000   \n",
       "(0, YE-SN)                                        0.000000   \n",
       "(0, YE-TA)                                        0.000000   \n",
       "(1, YE-AB)                                        0.000000   \n",
       "(1, YE-AD)                                        0.000000   \n",
       "(1, YE-AM)                                        0.000000   \n",
       "(1, YE-BA)                                        0.000000   \n",
       "(1, YE-DA)                                        0.000000   \n",
       "(1, YE-DH)                                        0.000000   \n",
       "(1, YE-HD-AL)                                     0.000000   \n",
       "(1, YE-HJ)                                        0.000421   \n",
       "(1, YE-HU)                                        0.000000   \n",
       "...                                                    ...   \n",
       "(98, YE-MA)                                       0.035333   \n",
       "(98, YE-MR)                                       0.000000   \n",
       "(98, YE-MW)                                       0.000000   \n",
       "(98, YE-RA)                                       0.000000   \n",
       "(98, YE-SA)                                       0.002319   \n",
       "(98, YE-SD)                                       0.000820   \n",
       "(98, YE-SH)                                       0.010837   \n",
       "(98, YE-SN)                                       0.002194   \n",
       "(98, YE-TA)                                       0.000280   \n",
       "(99, YE-AB)                                       0.000461   \n",
       "(99, YE-AD)                                       0.000000   \n",
       "(99, YE-AM)                                       0.000000   \n",
       "(99, YE-BA)                                       0.001146   \n",
       "(99, YE-DA)                                       0.005507   \n",
       "(99, YE-DH)                                       0.000000   \n",
       "(99, YE-HD-AL)                                    0.000000   \n",
       "(99, YE-HJ)                                       0.001123   \n",
       "(99, YE-HU)                                       0.000063   \n",
       "(99, YE-IB)                                       0.000000   \n",
       "(99, YE-JA)                                       0.016827   \n",
       "(99, YE-LA)                                       0.000000   \n",
       "(99, YE-MA)                                       0.028267   \n",
       "(99, YE-MR)                                       0.000000   \n",
       "(99, YE-MW)                                       0.000000   \n",
       "(99, YE-RA)                                       0.000000   \n",
       "(99, YE-SA)                                       0.002319   \n",
       "(99, YE-SD)                                       0.000410   \n",
       "(99, YE-SH)                                       0.010837   \n",
       "(99, YE-SN)                                       0.001616   \n",
       "(99, YE-TA)                                       0.000280   \n",
       "\n",
       "                fatalities__agg_autocorrelation__f_agg_\"mean\"_week_1  \\\n",
       "id                                                                     \n",
       "(0, YE-AB)                                               0.000000      \n",
       "(0, YE-AD)                                               0.000000      \n",
       "(0, YE-AM)                                               0.000000      \n",
       "(0, YE-BA)                                               0.000000      \n",
       "(0, YE-DA)                                               0.000000      \n",
       "(0, YE-DH)                                               0.000000      \n",
       "(0, YE-HD-AL)                                            0.000000      \n",
       "(0, YE-HJ)                                               0.000000      \n",
       "(0, YE-HU)                                               0.000000      \n",
       "(0, YE-IB)                                               0.000000      \n",
       "(0, YE-JA)                                               0.000000      \n",
       "(0, YE-LA)                                               0.000000      \n",
       "(0, YE-MA)                                               0.000000      \n",
       "(0, YE-MR)                                               0.000000      \n",
       "(0, YE-MW)                                               0.000000      \n",
       "(0, YE-RA)                                               0.000000      \n",
       "(0, YE-SA)                                               0.000000      \n",
       "(0, YE-SD)                                               0.000000      \n",
       "(0, YE-SH)                                               0.000000      \n",
       "(0, YE-SN)                                               0.000000      \n",
       "(0, YE-TA)                                               0.000000      \n",
       "(1, YE-AB)                                               0.000000      \n",
       "(1, YE-AD)                                               0.000000      \n",
       "(1, YE-AM)                                               0.000000      \n",
       "(1, YE-BA)                                               0.000000      \n",
       "(1, YE-DA)                                               0.000000      \n",
       "(1, YE-DH)                                               0.000000      \n",
       "(1, YE-HD-AL)                                            0.000000      \n",
       "(1, YE-HJ)                                              -1.000000      \n",
       "(1, YE-HU)                                               0.000000      \n",
       "...                                                           ...      \n",
       "(98, YE-MA)                                             -0.189291      \n",
       "(98, YE-MR)                                              0.000000      \n",
       "(98, YE-MW)                                              0.000000      \n",
       "(98, YE-RA)                                              0.000000      \n",
       "(98, YE-SA)                                             -0.056782      \n",
       "(98, YE-SD)                                             -0.140525      \n",
       "(98, YE-SH)                                             -0.066539      \n",
       "(98, YE-SN)                                             -0.147294      \n",
       "(98, YE-TA)                                             -0.086991      \n",
       "(99, YE-AB)                                             -0.382313      \n",
       "(99, YE-AD)                                              0.000000      \n",
       "(99, YE-AM)                                              0.000000      \n",
       "(99, YE-BA)                                             -0.081816      \n",
       "(99, YE-DA)                                             -0.086103      \n",
       "(99, YE-DH)                                              0.000000      \n",
       "(99, YE-HD-AL)                                           0.000000      \n",
       "(99, YE-HJ)                                             -0.043517      \n",
       "(99, YE-HU)                                             -0.280466      \n",
       "(99, YE-IB)                                              0.000000      \n",
       "(99, YE-JA)                                             -0.308291      \n",
       "(99, YE-LA)                                              0.000000      \n",
       "(99, YE-MA)                                             -0.172761      \n",
       "(99, YE-MR)                                              0.000000      \n",
       "(99, YE-MW)                                              0.000000      \n",
       "(99, YE-RA)                                              0.000000      \n",
       "(99, YE-SA)                                             -0.083117      \n",
       "(99, YE-SD)                                             -0.280466      \n",
       "(99, YE-SH)                                             -0.028641      \n",
       "(99, YE-SN)                                             -0.114437      \n",
       "(99, YE-TA)                                             -0.049351      \n",
       "\n",
       "                fatalities__agg_autocorrelation__f_agg_\"median\"_week_1  \\\n",
       "id                                                                       \n",
       "(0, YE-AB)                                               0.000000        \n",
       "(0, YE-AD)                                               0.000000        \n",
       "(0, YE-AM)                                               0.000000        \n",
       "(0, YE-BA)                                               0.000000        \n",
       "(0, YE-DA)                                               0.000000        \n",
       "(0, YE-DH)                                               0.000000        \n",
       "(0, YE-HD-AL)                                            0.000000        \n",
       "(0, YE-HJ)                                               0.000000        \n",
       "(0, YE-HU)                                               0.000000        \n",
       "(0, YE-IB)                                               0.000000        \n",
       "(0, YE-JA)                                               0.000000        \n",
       "(0, YE-LA)                                               0.000000        \n",
       "(0, YE-MA)                                               0.000000        \n",
       "(0, YE-MR)                                               0.000000        \n",
       "(0, YE-MW)                                               0.000000        \n",
       "(0, YE-RA)                                               0.000000        \n",
       "(0, YE-SA)                                               0.000000        \n",
       "(0, YE-SD)                                               0.000000        \n",
       "(0, YE-SH)                                               0.000000        \n",
       "(0, YE-SN)                                               0.000000        \n",
       "(0, YE-TA)                                               0.000000        \n",
       "(1, YE-AB)                                               0.000000        \n",
       "(1, YE-AD)                                               0.000000        \n",
       "(1, YE-AM)                                               0.000000        \n",
       "(1, YE-BA)                                               0.000000        \n",
       "(1, YE-DA)                                               0.000000        \n",
       "(1, YE-DH)                                               0.000000        \n",
       "(1, YE-HD-AL)                                            0.000000        \n",
       "(1, YE-HJ)                                              -1.000000        \n",
       "(1, YE-HU)                                               0.000000        \n",
       "...                                                           ...        \n",
       "(98, YE-MA)                                             -0.258777        \n",
       "(98, YE-MR)                                              0.000000        \n",
       "(98, YE-MW)                                              0.000000        \n",
       "(98, YE-RA)                                              0.000000        \n",
       "(98, YE-SA)                                             -0.014375        \n",
       "(98, YE-SD)                                             -0.142857        \n",
       "(98, YE-SH)                                             -0.215417        \n",
       "(98, YE-SN)                                             -0.149924        \n",
       "(98, YE-TA)                                             -0.062075        \n",
       "(99, YE-AB)                                             -0.333333        \n",
       "(99, YE-AD)                                              0.000000        \n",
       "(99, YE-AM)                                              0.000000        \n",
       "(99, YE-BA)                                             -0.207207        \n",
       "(99, YE-DA)                                             -0.142857        \n",
       "(99, YE-DH)                                              0.000000        \n",
       "(99, YE-HD-AL)                                           0.000000        \n",
       "(99, YE-HJ)                                             -0.140496        \n",
       "(99, YE-HU)                                             -0.142857        \n",
       "(99, YE-IB)                                              0.000000        \n",
       "(99, YE-JA)                                             -0.342440        \n",
       "(99, YE-LA)                                              0.000000        \n",
       "(99, YE-MA)                                             -0.048980        \n",
       "(99, YE-MR)                                              0.000000        \n",
       "(99, YE-MW)                                              0.000000        \n",
       "(99, YE-RA)                                              0.000000        \n",
       "(99, YE-SA)                                             -0.174986        \n",
       "(99, YE-SD)                                             -0.142857        \n",
       "(99, YE-SH)                                             -0.013006        \n",
       "(99, YE-SN)                                             -0.165565        \n",
       "(99, YE-TA)                                             -0.037845        \n",
       "\n",
       "                fatalities__agg_autocorrelation__f_agg_\"var\"_week_1  \\\n",
       "id                                                                    \n",
       "(0, YE-AB)                                               0.000000     \n",
       "(0, YE-AD)                                               0.000000     \n",
       "(0, YE-AM)                                               0.000000     \n",
       "(0, YE-BA)                                               0.000000     \n",
       "(0, YE-DA)                                               0.000000     \n",
       "(0, YE-DH)                                               0.000000     \n",
       "(0, YE-HD-AL)                                            0.000000     \n",
       "(0, YE-HJ)                                               0.000000     \n",
       "(0, YE-HU)                                               0.000000     \n",
       "(0, YE-IB)                                               0.000000     \n",
       "(0, YE-JA)                                               0.000000     \n",
       "(0, YE-LA)                                               0.000000     \n",
       "(0, YE-MA)                                               0.000000     \n",
       "(0, YE-MR)                                               0.000000     \n",
       "(0, YE-MW)                                               0.000000     \n",
       "(0, YE-RA)                                               0.000000     \n",
       "(0, YE-SA)                                               0.000000     \n",
       "(0, YE-SD)                                               0.000000     \n",
       "(0, YE-SH)                                               0.000000     \n",
       "(0, YE-SN)                                               0.000000     \n",
       "(0, YE-TA)                                               0.000000     \n",
       "(1, YE-AB)                                               0.000000     \n",
       "(1, YE-AD)                                               0.000000     \n",
       "(1, YE-AM)                                               0.000000     \n",
       "(1, YE-BA)                                               0.000000     \n",
       "(1, YE-DA)                                               0.000000     \n",
       "(1, YE-DH)                                               0.000000     \n",
       "(1, YE-HD-AL)                                            0.000000     \n",
       "(1, YE-HJ)                                               0.000000     \n",
       "(1, YE-HU)                                               0.000000     \n",
       "...                                                           ...     \n",
       "(98, YE-MA)                                              0.696363     \n",
       "(98, YE-MR)                                              0.000000     \n",
       "(98, YE-MW)                                              0.000000     \n",
       "(98, YE-RA)                                              0.000000     \n",
       "(98, YE-SA)                                              0.066710     \n",
       "(98, YE-SD)                                              0.026614     \n",
       "(98, YE-SH)                                              0.310113     \n",
       "(98, YE-SN)                                              0.076758     \n",
       "(98, YE-TA)                                              0.127173     \n",
       "(99, YE-AB)                                              0.246191     \n",
       "(99, YE-AD)                                              0.000000     \n",
       "(99, YE-AM)                                              0.000000     \n",
       "(99, YE-BA)                                              0.050844     \n",
       "(99, YE-DA)                                              0.023399     \n",
       "(99, YE-DH)                                              0.000000     \n",
       "(99, YE-HD-AL)                                           0.000000     \n",
       "(99, YE-HJ)                                              0.218332     \n",
       "(99, YE-HU)                                              0.102882     \n",
       "(99, YE-IB)                                              0.000000     \n",
       "(99, YE-JA)                                              0.277991     \n",
       "(99, YE-LA)                                              0.000000     \n",
       "(99, YE-MA)                                              0.271299     \n",
       "(99, YE-MR)                                              0.000000     \n",
       "(99, YE-MW)                                              0.000000     \n",
       "(99, YE-RA)                                              0.000000     \n",
       "(99, YE-SA)                                              0.041596     \n",
       "(99, YE-SD)                                              0.102882     \n",
       "(99, YE-SH)                                              0.146063     \n",
       "(99, YE-SN)                                              0.325872     \n",
       "(99, YE-TA)                                              0.345889     \n",
       "\n",
       "                fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"intercept\"_week_1  \\\n",
       "id                                                                                                 \n",
       "(0, YE-AB)                                                    0.0                                  \n",
       "(0, YE-AD)                                                    0.0                                  \n",
       "(0, YE-AM)                                                    0.0                                  \n",
       "(0, YE-BA)                                                    0.0                                  \n",
       "(0, YE-DA)                                                    0.0                                  \n",
       "(0, YE-DH)                                                    0.0                                  \n",
       "(0, YE-HD-AL)                                                 0.0                                  \n",
       "(0, YE-HJ)                                                    0.0                                  \n",
       "(0, YE-HU)                                                    0.0                                  \n",
       "(0, YE-IB)                                                    0.0                                  \n",
       "(0, YE-JA)                                                    0.0                                  \n",
       "(0, YE-LA)                                                    0.0                                  \n",
       "(0, YE-MA)                                                    0.0                                  \n",
       "(0, YE-MR)                                                    0.0                                  \n",
       "(0, YE-MW)                                                    0.0                                  \n",
       "(0, YE-RA)                                                    0.0                                  \n",
       "(0, YE-SA)                                                    0.0                                  \n",
       "(0, YE-SD)                                                    0.0                                  \n",
       "(0, YE-SH)                                                    0.0                                  \n",
       "(0, YE-SN)                                                    0.0                                  \n",
       "(0, YE-TA)                                                    0.0                                  \n",
       "(1, YE-AB)                                                    0.0                                  \n",
       "(1, YE-AD)                                                    0.0                                  \n",
       "(1, YE-AM)                                                    0.0                                  \n",
       "(1, YE-BA)                                                    0.0                                  \n",
       "(1, YE-DA)                                                    0.0                                  \n",
       "(1, YE-DH)                                                    0.0                                  \n",
       "(1, YE-HD-AL)                                                 0.0                                  \n",
       "(1, YE-HJ)                                                    0.0                                  \n",
       "(1, YE-HU)                                                    0.0                                  \n",
       "...                                                           ...                                  \n",
       "(98, YE-MA)                                                   0.0                                  \n",
       "(98, YE-MR)                                                   0.0                                  \n",
       "(98, YE-MW)                                                   0.0                                  \n",
       "(98, YE-RA)                                                   0.0                                  \n",
       "(98, YE-SA)                                                   0.0                                  \n",
       "(98, YE-SD)                                                   0.0                                  \n",
       "(98, YE-SH)                                                   0.0                                  \n",
       "(98, YE-SN)                                                   0.0                                  \n",
       "(98, YE-TA)                                                   0.0                                  \n",
       "(99, YE-AB)                                                   0.0                                  \n",
       "(99, YE-AD)                                                   0.0                                  \n",
       "(99, YE-AM)                                                   0.0                                  \n",
       "(99, YE-BA)                                                   0.0                                  \n",
       "(99, YE-DA)                                                   0.0                                  \n",
       "(99, YE-DH)                                                   0.0                                  \n",
       "(99, YE-HD-AL)                                                0.0                                  \n",
       "(99, YE-HJ)                                                   0.0                                  \n",
       "(99, YE-HU)                                                   0.0                                  \n",
       "(99, YE-IB)                                                   0.0                                  \n",
       "(99, YE-JA)                                                   0.0                                  \n",
       "(99, YE-LA)                                                   0.0                                  \n",
       "(99, YE-MA)                                                   0.0                                  \n",
       "(99, YE-MR)                                                   0.0                                  \n",
       "(99, YE-MW)                                                   0.0                                  \n",
       "(99, YE-RA)                                                   0.0                                  \n",
       "(99, YE-SA)                                                   0.0                                  \n",
       "(99, YE-SD)                                                   0.0                                  \n",
       "(99, YE-SH)                                                   0.0                                  \n",
       "(99, YE-SN)                                                   0.0                                  \n",
       "(99, YE-TA)                                                   0.0                                  \n",
       "\n",
       "                fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"rvalue\"_week_1  \\\n",
       "id                                                                                              \n",
       "(0, YE-AB)                                                    0.0                               \n",
       "(0, YE-AD)                                                    0.0                               \n",
       "(0, YE-AM)                                                    0.0                               \n",
       "(0, YE-BA)                                                    0.0                               \n",
       "(0, YE-DA)                                                    0.0                               \n",
       "(0, YE-DH)                                                    0.0                               \n",
       "(0, YE-HD-AL)                                                 0.0                               \n",
       "(0, YE-HJ)                                                    0.0                               \n",
       "(0, YE-HU)                                                    0.0                               \n",
       "(0, YE-IB)                                                    0.0                               \n",
       "(0, YE-JA)                                                    0.0                               \n",
       "(0, YE-LA)                                                    0.0                               \n",
       "(0, YE-MA)                                                    0.0                               \n",
       "(0, YE-MR)                                                    0.0                               \n",
       "(0, YE-MW)                                                    0.0                               \n",
       "(0, YE-RA)                                                    0.0                               \n",
       "(0, YE-SA)                                                    0.0                               \n",
       "(0, YE-SD)                                                    0.0                               \n",
       "(0, YE-SH)                                                    0.0                               \n",
       "(0, YE-SN)                                                    0.0                               \n",
       "(0, YE-TA)                                                    0.0                               \n",
       "(1, YE-AB)                                                    0.0                               \n",
       "(1, YE-AD)                                                    0.0                               \n",
       "(1, YE-AM)                                                    0.0                               \n",
       "(1, YE-BA)                                                    0.0                               \n",
       "(1, YE-DA)                                                    0.0                               \n",
       "(1, YE-DH)                                                    0.0                               \n",
       "(1, YE-HD-AL)                                                 0.0                               \n",
       "(1, YE-HJ)                                                    0.0                               \n",
       "(1, YE-HU)                                                    0.0                               \n",
       "...                                                           ...                               \n",
       "(98, YE-MA)                                                   0.0                               \n",
       "(98, YE-MR)                                                   0.0                               \n",
       "(98, YE-MW)                                                   0.0                               \n",
       "(98, YE-RA)                                                   0.0                               \n",
       "(98, YE-SA)                                                   0.0                               \n",
       "(98, YE-SD)                                                   0.0                               \n",
       "(98, YE-SH)                                                   0.0                               \n",
       "(98, YE-SN)                                                   0.0                               \n",
       "(98, YE-TA)                                                   0.0                               \n",
       "(99, YE-AB)                                                   0.0                               \n",
       "(99, YE-AD)                                                   0.0                               \n",
       "(99, YE-AM)                                                   0.0                               \n",
       "(99, YE-BA)                                                   0.0                               \n",
       "(99, YE-DA)                                                   0.0                               \n",
       "(99, YE-DH)                                                   0.0                               \n",
       "(99, YE-HD-AL)                                                0.0                               \n",
       "(99, YE-HJ)                                                   0.0                               \n",
       "(99, YE-HU)                                                   0.0                               \n",
       "(99, YE-IB)                                                   0.0                               \n",
       "(99, YE-JA)                                                   0.0                               \n",
       "(99, YE-LA)                                                   0.0                               \n",
       "(99, YE-MA)                                                   0.0                               \n",
       "(99, YE-MR)                                                   0.0                               \n",
       "(99, YE-MW)                                                   0.0                               \n",
       "(99, YE-RA)                                                   0.0                               \n",
       "(99, YE-SA)                                                   0.0                               \n",
       "(99, YE-SD)                                                   0.0                               \n",
       "(99, YE-SH)                                                   0.0                               \n",
       "(99, YE-SN)                                                   0.0                               \n",
       "(99, YE-TA)                                                   0.0                               \n",
       "\n",
       "                fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"slope\"_week_1  \\\n",
       "id                                                                                             \n",
       "(0, YE-AB)                                                    0.0                              \n",
       "(0, YE-AD)                                                    0.0                              \n",
       "(0, YE-AM)                                                    0.0                              \n",
       "(0, YE-BA)                                                    0.0                              \n",
       "(0, YE-DA)                                                    0.0                              \n",
       "(0, YE-DH)                                                    0.0                              \n",
       "(0, YE-HD-AL)                                                 0.0                              \n",
       "(0, YE-HJ)                                                    0.0                              \n",
       "(0, YE-HU)                                                    0.0                              \n",
       "(0, YE-IB)                                                    0.0                              \n",
       "(0, YE-JA)                                                    0.0                              \n",
       "(0, YE-LA)                                                    0.0                              \n",
       "(0, YE-MA)                                                    0.0                              \n",
       "(0, YE-MR)                                                    0.0                              \n",
       "(0, YE-MW)                                                    0.0                              \n",
       "(0, YE-RA)                                                    0.0                              \n",
       "(0, YE-SA)                                                    0.0                              \n",
       "(0, YE-SD)                                                    0.0                              \n",
       "(0, YE-SH)                                                    0.0                              \n",
       "(0, YE-SN)                                                    0.0                              \n",
       "(0, YE-TA)                                                    0.0                              \n",
       "(1, YE-AB)                                                    0.0                              \n",
       "(1, YE-AD)                                                    0.0                              \n",
       "(1, YE-AM)                                                    0.0                              \n",
       "(1, YE-BA)                                                    0.0                              \n",
       "(1, YE-DA)                                                    0.0                              \n",
       "(1, YE-DH)                                                    0.0                              \n",
       "(1, YE-HD-AL)                                                 0.0                              \n",
       "(1, YE-HJ)                                                    0.0                              \n",
       "(1, YE-HU)                                                    0.0                              \n",
       "...                                                           ...                              \n",
       "(98, YE-MA)                                                   0.0                              \n",
       "(98, YE-MR)                                                   0.0                              \n",
       "(98, YE-MW)                                                   0.0                              \n",
       "(98, YE-RA)                                                   0.0                              \n",
       "(98, YE-SA)                                                   0.0                              \n",
       "(98, YE-SD)                                                   0.0                              \n",
       "(98, YE-SH)                                                   0.0                              \n",
       "(98, YE-SN)                                                   0.0                              \n",
       "(98, YE-TA)                                                   0.0                              \n",
       "(99, YE-AB)                                                   0.0                              \n",
       "(99, YE-AD)                                                   0.0                              \n",
       "(99, YE-AM)                                                   0.0                              \n",
       "(99, YE-BA)                                                   0.0                              \n",
       "(99, YE-DA)                                                   0.0                              \n",
       "(99, YE-DH)                                                   0.0                              \n",
       "(99, YE-HD-AL)                                                0.0                              \n",
       "(99, YE-HJ)                                                   0.0                              \n",
       "(99, YE-HU)                                                   0.0                              \n",
       "(99, YE-IB)                                                   0.0                              \n",
       "(99, YE-JA)                                                   0.0                              \n",
       "(99, YE-LA)                                                   0.0                              \n",
       "(99, YE-MA)                                                   0.0                              \n",
       "(99, YE-MR)                                                   0.0                              \n",
       "(99, YE-MW)                                                   0.0                              \n",
       "(99, YE-RA)                                                   0.0                              \n",
       "(99, YE-SA)                                                   0.0                              \n",
       "(99, YE-SD)                                                   0.0                              \n",
       "(99, YE-SH)                                                   0.0                              \n",
       "(99, YE-SN)                                                   0.0                              \n",
       "(99, YE-TA)                                                   0.0                              \n",
       "\n",
       "                fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"stderr\"_week_1  \\\n",
       "id                                                                                              \n",
       "(0, YE-AB)                                                    0.0                               \n",
       "(0, YE-AD)                                                    0.0                               \n",
       "(0, YE-AM)                                                    0.0                               \n",
       "(0, YE-BA)                                                    0.0                               \n",
       "(0, YE-DA)                                                    0.0                               \n",
       "(0, YE-DH)                                                    0.0                               \n",
       "(0, YE-HD-AL)                                                 0.0                               \n",
       "(0, YE-HJ)                                                    0.0                               \n",
       "(0, YE-HU)                                                    0.0                               \n",
       "(0, YE-IB)                                                    0.0                               \n",
       "(0, YE-JA)                                                    0.0                               \n",
       "(0, YE-LA)                                                    0.0                               \n",
       "(0, YE-MA)                                                    0.0                               \n",
       "(0, YE-MR)                                                    0.0                               \n",
       "(0, YE-MW)                                                    0.0                               \n",
       "(0, YE-RA)                                                    0.0                               \n",
       "(0, YE-SA)                                                    0.0                               \n",
       "(0, YE-SD)                                                    0.0                               \n",
       "(0, YE-SH)                                                    0.0                               \n",
       "(0, YE-SN)                                                    0.0                               \n",
       "(0, YE-TA)                                                    0.0                               \n",
       "(1, YE-AB)                                                    0.0                               \n",
       "(1, YE-AD)                                                    0.0                               \n",
       "(1, YE-AM)                                                    0.0                               \n",
       "(1, YE-BA)                                                    0.0                               \n",
       "(1, YE-DA)                                                    0.0                               \n",
       "(1, YE-DH)                                                    0.0                               \n",
       "(1, YE-HD-AL)                                                 0.0                               \n",
       "(1, YE-HJ)                                                    0.0                               \n",
       "(1, YE-HU)                                                    0.0                               \n",
       "...                                                           ...                               \n",
       "(98, YE-MA)                                                   0.0                               \n",
       "(98, YE-MR)                                                   0.0                               \n",
       "(98, YE-MW)                                                   0.0                               \n",
       "(98, YE-RA)                                                   0.0                               \n",
       "(98, YE-SA)                                                   0.0                               \n",
       "(98, YE-SD)                                                   0.0                               \n",
       "(98, YE-SH)                                                   0.0                               \n",
       "(98, YE-SN)                                                   0.0                               \n",
       "(98, YE-TA)                                                   0.0                               \n",
       "(99, YE-AB)                                                   0.0                               \n",
       "(99, YE-AD)                                                   0.0                               \n",
       "(99, YE-AM)                                                   0.0                               \n",
       "(99, YE-BA)                                                   0.0                               \n",
       "(99, YE-DA)                                                   0.0                               \n",
       "(99, YE-DH)                                                   0.0                               \n",
       "(99, YE-HD-AL)                                                0.0                               \n",
       "(99, YE-HJ)                                                   0.0                               \n",
       "(99, YE-HU)                                                   0.0                               \n",
       "(99, YE-IB)                                                   0.0                               \n",
       "(99, YE-JA)                                                   0.0                               \n",
       "(99, YE-LA)                                                   0.0                               \n",
       "(99, YE-MA)                                                   0.0                               \n",
       "(99, YE-MR)                                                   0.0                               \n",
       "(99, YE-MW)                                                   0.0                               \n",
       "(99, YE-RA)                                                   0.0                               \n",
       "(99, YE-SA)                                                   0.0                               \n",
       "(99, YE-SD)                                                   0.0                               \n",
       "(99, YE-SH)                                                   0.0                               \n",
       "(99, YE-SN)                                                   0.0                               \n",
       "(99, YE-TA)                                                   0.0                               \n",
       "\n",
       "                fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"_week_1  \\\n",
       "id                                                                                                 \n",
       "(0, YE-AB)                                                    0.0                                  \n",
       "(0, YE-AD)                                                    0.0                                  \n",
       "(0, YE-AM)                                                    0.0                                  \n",
       "(0, YE-BA)                                                    0.0                                  \n",
       "(0, YE-DA)                                                    0.0                                  \n",
       "(0, YE-DH)                                                    0.0                                  \n",
       "(0, YE-HD-AL)                                                 0.0                                  \n",
       "(0, YE-HJ)                                                    0.0                                  \n",
       "(0, YE-HU)                                                    0.0                                  \n",
       "(0, YE-IB)                                                    0.0                                  \n",
       "(0, YE-JA)                                                    0.0                                  \n",
       "(0, YE-LA)                                                    0.0                                  \n",
       "(0, YE-MA)                                                    0.0                                  \n",
       "(0, YE-MR)                                                    0.0                                  \n",
       "(0, YE-MW)                                                    0.0                                  \n",
       "(0, YE-RA)                                                    0.0                                  \n",
       "(0, YE-SA)                                                    0.0                                  \n",
       "(0, YE-SD)                                                    0.0                                  \n",
       "(0, YE-SH)                                                    0.0                                  \n",
       "(0, YE-SN)                                                    0.0                                  \n",
       "(0, YE-TA)                                                    0.0                                  \n",
       "(1, YE-AB)                                                    0.0                                  \n",
       "(1, YE-AD)                                                    0.0                                  \n",
       "(1, YE-AM)                                                    0.0                                  \n",
       "(1, YE-BA)                                                    0.0                                  \n",
       "(1, YE-DA)                                                    0.0                                  \n",
       "(1, YE-DH)                                                    0.0                                  \n",
       "(1, YE-HD-AL)                                                 0.0                                  \n",
       "(1, YE-HJ)                                                    0.0                                  \n",
       "(1, YE-HU)                                                    0.0                                  \n",
       "...                                                           ...                                  \n",
       "(98, YE-MA)                                                   0.0                                  \n",
       "(98, YE-MR)                                                   0.0                                  \n",
       "(98, YE-MW)                                                   0.0                                  \n",
       "(98, YE-RA)                                                   0.0                                  \n",
       "(98, YE-SA)                                                   0.0                                  \n",
       "(98, YE-SD)                                                   0.0                                  \n",
       "(98, YE-SH)                                                   0.0                                  \n",
       "(98, YE-SN)                                                   0.0                                  \n",
       "(98, YE-TA)                                                   0.0                                  \n",
       "(99, YE-AB)                                                   0.0                                  \n",
       "(99, YE-AD)                                                   0.0                                  \n",
       "(99, YE-AM)                                                   0.0                                  \n",
       "(99, YE-BA)                                                   0.0                                  \n",
       "(99, YE-DA)                                                   0.0                                  \n",
       "(99, YE-DH)                                                   0.0                                  \n",
       "(99, YE-HD-AL)                                                0.0                                  \n",
       "(99, YE-HJ)                                                   0.0                                  \n",
       "(99, YE-HU)                                                   0.0                                  \n",
       "(99, YE-IB)                                                   0.0                                  \n",
       "(99, YE-JA)                                                   0.0                                  \n",
       "(99, YE-LA)                                                   0.0                                  \n",
       "(99, YE-MA)                                                   0.0                                  \n",
       "(99, YE-MR)                                                   0.0                                  \n",
       "(99, YE-MW)                                                   0.0                                  \n",
       "(99, YE-RA)                                                   0.0                                  \n",
       "(99, YE-SA)                                                   0.0                                  \n",
       "(99, YE-SD)                                                   0.0                                  \n",
       "(99, YE-SH)                                                   0.0                                  \n",
       "(99, YE-SN)                                                   0.0                                  \n",
       "(99, YE-TA)                                                   0.0                                  \n",
       "\n",
       "                  ...     \\\n",
       "id                ...      \n",
       "(0, YE-AB)        ...      \n",
       "(0, YE-AD)        ...      \n",
       "(0, YE-AM)        ...      \n",
       "(0, YE-BA)        ...      \n",
       "(0, YE-DA)        ...      \n",
       "(0, YE-DH)        ...      \n",
       "(0, YE-HD-AL)     ...      \n",
       "(0, YE-HJ)        ...      \n",
       "(0, YE-HU)        ...      \n",
       "(0, YE-IB)        ...      \n",
       "(0, YE-JA)        ...      \n",
       "(0, YE-LA)        ...      \n",
       "(0, YE-MA)        ...      \n",
       "(0, YE-MR)        ...      \n",
       "(0, YE-MW)        ...      \n",
       "(0, YE-RA)        ...      \n",
       "(0, YE-SA)        ...      \n",
       "(0, YE-SD)        ...      \n",
       "(0, YE-SH)        ...      \n",
       "(0, YE-SN)        ...      \n",
       "(0, YE-TA)        ...      \n",
       "(1, YE-AB)        ...      \n",
       "(1, YE-AD)        ...      \n",
       "(1, YE-AM)        ...      \n",
       "(1, YE-BA)        ...      \n",
       "(1, YE-DA)        ...      \n",
       "(1, YE-DH)        ...      \n",
       "(1, YE-HD-AL)     ...      \n",
       "(1, YE-HJ)        ...      \n",
       "(1, YE-HU)        ...      \n",
       "...               ...      \n",
       "(98, YE-MA)       ...      \n",
       "(98, YE-MR)       ...      \n",
       "(98, YE-MW)       ...      \n",
       "(98, YE-RA)       ...      \n",
       "(98, YE-SA)       ...      \n",
       "(98, YE-SD)       ...      \n",
       "(98, YE-SH)       ...      \n",
       "(98, YE-SN)       ...      \n",
       "(98, YE-TA)       ...      \n",
       "(99, YE-AB)       ...      \n",
       "(99, YE-AD)       ...      \n",
       "(99, YE-AM)       ...      \n",
       "(99, YE-BA)       ...      \n",
       "(99, YE-DA)       ...      \n",
       "(99, YE-DH)       ...      \n",
       "(99, YE-HD-AL)    ...      \n",
       "(99, YE-HJ)       ...      \n",
       "(99, YE-HU)       ...      \n",
       "(99, YE-IB)       ...      \n",
       "(99, YE-JA)       ...      \n",
       "(99, YE-LA)       ...      \n",
       "(99, YE-MA)       ...      \n",
       "(99, YE-MR)       ...      \n",
       "(99, YE-MW)       ...      \n",
       "(99, YE-RA)       ...      \n",
       "(99, YE-SA)       ...      \n",
       "(99, YE-SD)       ...      \n",
       "(99, YE-SH)       ...      \n",
       "(99, YE-SN)       ...      \n",
       "(99, YE-TA)       ...      \n",
       "\n",
       "                new_deaths__time_reversal_asymmetry_statistic__lag_3_week_8  \\\n",
       "id                                                                            \n",
       "(0, YE-AB)                                           0.000000e+00             \n",
       "(0, YE-AD)                                           0.000000e+00             \n",
       "(0, YE-AM)                                           0.000000e+00             \n",
       "(0, YE-BA)                                           0.000000e+00             \n",
       "(0, YE-DA)                                           0.000000e+00             \n",
       "(0, YE-DH)                                           0.000000e+00             \n",
       "(0, YE-HD-AL)                                        0.000000e+00             \n",
       "(0, YE-HJ)                                           0.000000e+00             \n",
       "(0, YE-HU)                                           0.000000e+00             \n",
       "(0, YE-IB)                                           0.000000e+00             \n",
       "(0, YE-JA)                                           0.000000e+00             \n",
       "(0, YE-LA)                                           0.000000e+00             \n",
       "(0, YE-MA)                                           0.000000e+00             \n",
       "(0, YE-MR)                                           0.000000e+00             \n",
       "(0, YE-MW)                                           0.000000e+00             \n",
       "(0, YE-RA)                                           0.000000e+00             \n",
       "(0, YE-SA)                                           0.000000e+00             \n",
       "(0, YE-SD)                                           0.000000e+00             \n",
       "(0, YE-SH)                                           0.000000e+00             \n",
       "(0, YE-SN)                                           0.000000e+00             \n",
       "(0, YE-TA)                                           0.000000e+00             \n",
       "(1, YE-AB)                                           0.000000e+00             \n",
       "(1, YE-AD)                                           0.000000e+00             \n",
       "(1, YE-AM)                                           0.000000e+00             \n",
       "(1, YE-BA)                                           0.000000e+00             \n",
       "(1, YE-DA)                                           0.000000e+00             \n",
       "(1, YE-DH)                                           0.000000e+00             \n",
       "(1, YE-HD-AL)                                        0.000000e+00             \n",
       "(1, YE-HJ)                                           0.000000e+00             \n",
       "(1, YE-HU)                                           0.000000e+00             \n",
       "...                                                           ...             \n",
       "(98, YE-MA)                                          0.000000e+00             \n",
       "(98, YE-MR)                                          0.000000e+00             \n",
       "(98, YE-MW)                                         -4.118224e-07             \n",
       "(98, YE-RA)                                         -1.120595e-06             \n",
       "(98, YE-SA)                                         -8.062753e-09             \n",
       "(98, YE-SD)                                          0.000000e+00             \n",
       "(98, YE-SH)                                          0.000000e+00             \n",
       "(98, YE-SN)                                         -1.740264e-08             \n",
       "(98, YE-TA)                                         -1.899488e-09             \n",
       "(99, YE-AB)                                          0.000000e+00             \n",
       "(99, YE-AD)                                          9.143448e-08             \n",
       "(99, YE-AM)                                          4.606958e-09             \n",
       "(99, YE-BA)                                          0.000000e+00             \n",
       "(99, YE-DA)                                         -1.762159e-06             \n",
       "(99, YE-DH)                                          6.554329e-08             \n",
       "(99, YE-HD-AL)                                       0.000000e+00             \n",
       "(99, YE-HJ)                                         -1.946167e-06             \n",
       "(99, YE-HU)                                         -8.033256e-09             \n",
       "(99, YE-IB)                                         -2.012022e-09             \n",
       "(99, YE-JA)                                         -1.494128e-08             \n",
       "(99, YE-LA)                                          0.000000e+00             \n",
       "(99, YE-MA)                                          0.000000e+00             \n",
       "(99, YE-MR)                                          0.000000e+00             \n",
       "(99, YE-MW)                                         -4.118224e-07             \n",
       "(99, YE-RA)                                         -1.120595e-06             \n",
       "(99, YE-SA)                                         -8.062753e-09             \n",
       "(99, YE-SD)                                          0.000000e+00             \n",
       "(99, YE-SH)                                          0.000000e+00             \n",
       "(99, YE-SN)                                         -2.507002e-09             \n",
       "(99, YE-TA)                                         -1.899488e-09             \n",
       "\n",
       "                new_deaths__value_count__value_-inf_week_8  \\\n",
       "id                                                           \n",
       "(0, YE-AB)                                             0.0   \n",
       "(0, YE-AD)                                             0.0   \n",
       "(0, YE-AM)                                             0.0   \n",
       "(0, YE-BA)                                             0.0   \n",
       "(0, YE-DA)                                             0.0   \n",
       "(0, YE-DH)                                             0.0   \n",
       "(0, YE-HD-AL)                                          0.0   \n",
       "(0, YE-HJ)                                             0.0   \n",
       "(0, YE-HU)                                             0.0   \n",
       "(0, YE-IB)                                             0.0   \n",
       "(0, YE-JA)                                             0.0   \n",
       "(0, YE-LA)                                             0.0   \n",
       "(0, YE-MA)                                             0.0   \n",
       "(0, YE-MR)                                             0.0   \n",
       "(0, YE-MW)                                             0.0   \n",
       "(0, YE-RA)                                             0.0   \n",
       "(0, YE-SA)                                             0.0   \n",
       "(0, YE-SD)                                             0.0   \n",
       "(0, YE-SH)                                             0.0   \n",
       "(0, YE-SN)                                             0.0   \n",
       "(0, YE-TA)                                             0.0   \n",
       "(1, YE-AB)                                             0.0   \n",
       "(1, YE-AD)                                             0.0   \n",
       "(1, YE-AM)                                             0.0   \n",
       "(1, YE-BA)                                             0.0   \n",
       "(1, YE-DA)                                             0.0   \n",
       "(1, YE-DH)                                             0.0   \n",
       "(1, YE-HD-AL)                                          0.0   \n",
       "(1, YE-HJ)                                             0.0   \n",
       "(1, YE-HU)                                             0.0   \n",
       "...                                                    ...   \n",
       "(98, YE-MA)                                            0.0   \n",
       "(98, YE-MR)                                            0.0   \n",
       "(98, YE-MW)                                            0.0   \n",
       "(98, YE-RA)                                            0.0   \n",
       "(98, YE-SA)                                            0.0   \n",
       "(98, YE-SD)                                            0.0   \n",
       "(98, YE-SH)                                            0.0   \n",
       "(98, YE-SN)                                            0.0   \n",
       "(98, YE-TA)                                            0.0   \n",
       "(99, YE-AB)                                            0.0   \n",
       "(99, YE-AD)                                            0.0   \n",
       "(99, YE-AM)                                            0.0   \n",
       "(99, YE-BA)                                            0.0   \n",
       "(99, YE-DA)                                            0.0   \n",
       "(99, YE-DH)                                            0.0   \n",
       "(99, YE-HD-AL)                                         0.0   \n",
       "(99, YE-HJ)                                            0.0   \n",
       "(99, YE-HU)                                            0.0   \n",
       "(99, YE-IB)                                            0.0   \n",
       "(99, YE-JA)                                            0.0   \n",
       "(99, YE-LA)                                            0.0   \n",
       "(99, YE-MA)                                            0.0   \n",
       "(99, YE-MR)                                            0.0   \n",
       "(99, YE-MW)                                            0.0   \n",
       "(99, YE-RA)                                            0.0   \n",
       "(99, YE-SA)                                            0.0   \n",
       "(99, YE-SD)                                            0.0   \n",
       "(99, YE-SH)                                            0.0   \n",
       "(99, YE-SN)                                            0.0   \n",
       "(99, YE-TA)                                            0.0   \n",
       "\n",
       "                new_deaths__value_count__value_0_week_8  \\\n",
       "id                                                        \n",
       "(0, YE-AB)                                          0.0   \n",
       "(0, YE-AD)                                          1.0   \n",
       "(0, YE-AM)                                          0.0   \n",
       "(0, YE-BA)                                          0.0   \n",
       "(0, YE-DA)                                          0.0   \n",
       "(0, YE-DH)                                          0.0   \n",
       "(0, YE-HD-AL)                                       1.0   \n",
       "(0, YE-HJ)                                          0.0   \n",
       "(0, YE-HU)                                          0.0   \n",
       "(0, YE-IB)                                          0.0   \n",
       "(0, YE-JA)                                          1.0   \n",
       "(0, YE-LA)                                          0.0   \n",
       "(0, YE-MA)                                          0.0   \n",
       "(0, YE-MR)                                          1.0   \n",
       "(0, YE-MW)                                          0.0   \n",
       "(0, YE-RA)                                          0.0   \n",
       "(0, YE-SA)                                          0.0   \n",
       "(0, YE-SD)                                          1.0   \n",
       "(0, YE-SH)                                          1.0   \n",
       "(0, YE-SN)                                          0.0   \n",
       "(0, YE-TA)                                          0.0   \n",
       "(1, YE-AB)                                          0.0   \n",
       "(1, YE-AD)                                          2.0   \n",
       "(1, YE-AM)                                          0.0   \n",
       "(1, YE-BA)                                          0.0   \n",
       "(1, YE-DA)                                          0.0   \n",
       "(1, YE-DH)                                          0.0   \n",
       "(1, YE-HD-AL)                                       2.0   \n",
       "(1, YE-HJ)                                          0.0   \n",
       "(1, YE-HU)                                          0.0   \n",
       "...                                                 ...   \n",
       "(98, YE-MA)                                        56.0   \n",
       "(98, YE-MR)                                        57.0   \n",
       "(98, YE-MW)                                        36.0   \n",
       "(98, YE-RA)                                        29.0   \n",
       "(98, YE-SA)                                        44.0   \n",
       "(98, YE-SD)                                        55.0   \n",
       "(98, YE-SH)                                        54.0   \n",
       "(98, YE-SN)                                        37.0   \n",
       "(98, YE-TA)                                        31.0   \n",
       "(99, YE-AB)                                        49.0   \n",
       "(99, YE-AD)                                        52.0   \n",
       "(99, YE-AM)                                        38.0   \n",
       "(99, YE-BA)                                        54.0   \n",
       "(99, YE-DA)                                        42.0   \n",
       "(99, YE-DH)                                        24.0   \n",
       "(99, YE-HD-AL)                                     56.0   \n",
       "(99, YE-HJ)                                        24.0   \n",
       "(99, YE-HU)                                        23.0   \n",
       "(99, YE-IB)                                        32.0   \n",
       "(99, YE-JA)                                        50.0   \n",
       "(99, YE-LA)                                        53.0   \n",
       "(99, YE-MA)                                        56.0   \n",
       "(99, YE-MR)                                        57.0   \n",
       "(99, YE-MW)                                        37.0   \n",
       "(99, YE-RA)                                        29.0   \n",
       "(99, YE-SA)                                        44.0   \n",
       "(99, YE-SD)                                        55.0   \n",
       "(99, YE-SH)                                        54.0   \n",
       "(99, YE-SN)                                        38.0   \n",
       "(99, YE-TA)                                        32.0   \n",
       "\n",
       "                new_deaths__value_count__value_1_week_8  \\\n",
       "id                                                        \n",
       "(0, YE-AB)                                          0.0   \n",
       "(0, YE-AD)                                          0.0   \n",
       "(0, YE-AM)                                          0.0   \n",
       "(0, YE-BA)                                          0.0   \n",
       "(0, YE-DA)                                          0.0   \n",
       "(0, YE-DH)                                          0.0   \n",
       "(0, YE-HD-AL)                                       0.0   \n",
       "(0, YE-HJ)                                          0.0   \n",
       "(0, YE-HU)                                          0.0   \n",
       "(0, YE-IB)                                          0.0   \n",
       "(0, YE-JA)                                          0.0   \n",
       "(0, YE-LA)                                          0.0   \n",
       "(0, YE-MA)                                          0.0   \n",
       "(0, YE-MR)                                          0.0   \n",
       "(0, YE-MW)                                          0.0   \n",
       "(0, YE-RA)                                          0.0   \n",
       "(0, YE-SA)                                          0.0   \n",
       "(0, YE-SD)                                          0.0   \n",
       "(0, YE-SH)                                          0.0   \n",
       "(0, YE-SN)                                          0.0   \n",
       "(0, YE-TA)                                          0.0   \n",
       "(1, YE-AB)                                          0.0   \n",
       "(1, YE-AD)                                          0.0   \n",
       "(1, YE-AM)                                          0.0   \n",
       "(1, YE-BA)                                          0.0   \n",
       "(1, YE-DA)                                          0.0   \n",
       "(1, YE-DH)                                          0.0   \n",
       "(1, YE-HD-AL)                                       0.0   \n",
       "(1, YE-HJ)                                          0.0   \n",
       "(1, YE-HU)                                          0.0   \n",
       "...                                                 ...   \n",
       "(98, YE-MA)                                         0.0   \n",
       "(98, YE-MR)                                         0.0   \n",
       "(98, YE-MW)                                         0.0   \n",
       "(98, YE-RA)                                         0.0   \n",
       "(98, YE-SA)                                         0.0   \n",
       "(98, YE-SD)                                         0.0   \n",
       "(98, YE-SH)                                         0.0   \n",
       "(98, YE-SN)                                         0.0   \n",
       "(98, YE-TA)                                         0.0   \n",
       "(99, YE-AB)                                         0.0   \n",
       "(99, YE-AD)                                         0.0   \n",
       "(99, YE-AM)                                         0.0   \n",
       "(99, YE-BA)                                         0.0   \n",
       "(99, YE-DA)                                         0.0   \n",
       "(99, YE-DH)                                         0.0   \n",
       "(99, YE-HD-AL)                                      0.0   \n",
       "(99, YE-HJ)                                         0.0   \n",
       "(99, YE-HU)                                         0.0   \n",
       "(99, YE-IB)                                         0.0   \n",
       "(99, YE-JA)                                         0.0   \n",
       "(99, YE-LA)                                         0.0   \n",
       "(99, YE-MA)                                         0.0   \n",
       "(99, YE-MR)                                         0.0   \n",
       "(99, YE-MW)                                         0.0   \n",
       "(99, YE-RA)                                         0.0   \n",
       "(99, YE-SA)                                         0.0   \n",
       "(99, YE-SD)                                         0.0   \n",
       "(99, YE-SH)                                         0.0   \n",
       "(99, YE-SN)                                         0.0   \n",
       "(99, YE-TA)                                         0.0   \n",
       "\n",
       "                new_deaths__value_count__value_inf_week_8  \\\n",
       "id                                                          \n",
       "(0, YE-AB)                                            0.0   \n",
       "(0, YE-AD)                                            0.0   \n",
       "(0, YE-AM)                                            0.0   \n",
       "(0, YE-BA)                                            0.0   \n",
       "(0, YE-DA)                                            0.0   \n",
       "(0, YE-DH)                                            0.0   \n",
       "(0, YE-HD-AL)                                         0.0   \n",
       "(0, YE-HJ)                                            0.0   \n",
       "(0, YE-HU)                                            0.0   \n",
       "(0, YE-IB)                                            0.0   \n",
       "(0, YE-JA)                                            0.0   \n",
       "(0, YE-LA)                                            0.0   \n",
       "(0, YE-MA)                                            0.0   \n",
       "(0, YE-MR)                                            0.0   \n",
       "(0, YE-MW)                                            0.0   \n",
       "(0, YE-RA)                                            0.0   \n",
       "(0, YE-SA)                                            0.0   \n",
       "(0, YE-SD)                                            0.0   \n",
       "(0, YE-SH)                                            0.0   \n",
       "(0, YE-SN)                                            0.0   \n",
       "(0, YE-TA)                                            0.0   \n",
       "(1, YE-AB)                                            0.0   \n",
       "(1, YE-AD)                                            0.0   \n",
       "(1, YE-AM)                                            0.0   \n",
       "(1, YE-BA)                                            0.0   \n",
       "(1, YE-DA)                                            0.0   \n",
       "(1, YE-DH)                                            0.0   \n",
       "(1, YE-HD-AL)                                         0.0   \n",
       "(1, YE-HJ)                                            0.0   \n",
       "(1, YE-HU)                                            0.0   \n",
       "...                                                   ...   \n",
       "(98, YE-MA)                                           0.0   \n",
       "(98, YE-MR)                                           0.0   \n",
       "(98, YE-MW)                                           0.0   \n",
       "(98, YE-RA)                                           0.0   \n",
       "(98, YE-SA)                                           0.0   \n",
       "(98, YE-SD)                                           0.0   \n",
       "(98, YE-SH)                                           0.0   \n",
       "(98, YE-SN)                                           0.0   \n",
       "(98, YE-TA)                                           0.0   \n",
       "(99, YE-AB)                                           0.0   \n",
       "(99, YE-AD)                                           0.0   \n",
       "(99, YE-AM)                                           0.0   \n",
       "(99, YE-BA)                                           0.0   \n",
       "(99, YE-DA)                                           0.0   \n",
       "(99, YE-DH)                                           0.0   \n",
       "(99, YE-HD-AL)                                        0.0   \n",
       "(99, YE-HJ)                                           0.0   \n",
       "(99, YE-HU)                                           0.0   \n",
       "(99, YE-IB)                                           0.0   \n",
       "(99, YE-JA)                                           0.0   \n",
       "(99, YE-LA)                                           0.0   \n",
       "(99, YE-MA)                                           0.0   \n",
       "(99, YE-MR)                                           0.0   \n",
       "(99, YE-MW)                                           0.0   \n",
       "(99, YE-RA)                                           0.0   \n",
       "(99, YE-SA)                                           0.0   \n",
       "(99, YE-SD)                                           0.0   \n",
       "(99, YE-SH)                                           0.0   \n",
       "(99, YE-SN)                                           0.0   \n",
       "(99, YE-TA)                                           0.0   \n",
       "\n",
       "                new_deaths__value_count__value_nan_week_8  \\\n",
       "id                                                          \n",
       "(0, YE-AB)                                            0.0   \n",
       "(0, YE-AD)                                            0.0   \n",
       "(0, YE-AM)                                            0.0   \n",
       "(0, YE-BA)                                            0.0   \n",
       "(0, YE-DA)                                            0.0   \n",
       "(0, YE-DH)                                            0.0   \n",
       "(0, YE-HD-AL)                                         0.0   \n",
       "(0, YE-HJ)                                            0.0   \n",
       "(0, YE-HU)                                            0.0   \n",
       "(0, YE-IB)                                            0.0   \n",
       "(0, YE-JA)                                            0.0   \n",
       "(0, YE-LA)                                            0.0   \n",
       "(0, YE-MA)                                            0.0   \n",
       "(0, YE-MR)                                            0.0   \n",
       "(0, YE-MW)                                            0.0   \n",
       "(0, YE-RA)                                            0.0   \n",
       "(0, YE-SA)                                            0.0   \n",
       "(0, YE-SD)                                            0.0   \n",
       "(0, YE-SH)                                            0.0   \n",
       "(0, YE-SN)                                            0.0   \n",
       "(0, YE-TA)                                            0.0   \n",
       "(1, YE-AB)                                            0.0   \n",
       "(1, YE-AD)                                            0.0   \n",
       "(1, YE-AM)                                            0.0   \n",
       "(1, YE-BA)                                            0.0   \n",
       "(1, YE-DA)                                            0.0   \n",
       "(1, YE-DH)                                            0.0   \n",
       "(1, YE-HD-AL)                                         0.0   \n",
       "(1, YE-HJ)                                            0.0   \n",
       "(1, YE-HU)                                            0.0   \n",
       "...                                                   ...   \n",
       "(98, YE-MA)                                           0.0   \n",
       "(98, YE-MR)                                           0.0   \n",
       "(98, YE-MW)                                           0.0   \n",
       "(98, YE-RA)                                           0.0   \n",
       "(98, YE-SA)                                           0.0   \n",
       "(98, YE-SD)                                           0.0   \n",
       "(98, YE-SH)                                           0.0   \n",
       "(98, YE-SN)                                           0.0   \n",
       "(98, YE-TA)                                           0.0   \n",
       "(99, YE-AB)                                           0.0   \n",
       "(99, YE-AD)                                           0.0   \n",
       "(99, YE-AM)                                           0.0   \n",
       "(99, YE-BA)                                           0.0   \n",
       "(99, YE-DA)                                           0.0   \n",
       "(99, YE-DH)                                           0.0   \n",
       "(99, YE-HD-AL)                                        0.0   \n",
       "(99, YE-HJ)                                           0.0   \n",
       "(99, YE-HU)                                           0.0   \n",
       "(99, YE-IB)                                           0.0   \n",
       "(99, YE-JA)                                           0.0   \n",
       "(99, YE-LA)                                           0.0   \n",
       "(99, YE-MA)                                           0.0   \n",
       "(99, YE-MR)                                           0.0   \n",
       "(99, YE-MW)                                           0.0   \n",
       "(99, YE-RA)                                           0.0   \n",
       "(99, YE-SA)                                           0.0   \n",
       "(99, YE-SD)                                           0.0   \n",
       "(99, YE-SH)                                           0.0   \n",
       "(99, YE-SN)                                           0.0   \n",
       "(99, YE-TA)                                           0.0   \n",
       "\n",
       "                new_deaths__variance_week_8  \\\n",
       "id                                            \n",
       "(0, YE-AB)                         0.000000   \n",
       "(0, YE-AD)                         0.000000   \n",
       "(0, YE-AM)                         0.000000   \n",
       "(0, YE-BA)                         0.000000   \n",
       "(0, YE-DA)                         0.000000   \n",
       "(0, YE-DH)                         0.000000   \n",
       "(0, YE-HD-AL)                      0.000000   \n",
       "(0, YE-HJ)                         0.000000   \n",
       "(0, YE-HU)                         0.000000   \n",
       "(0, YE-IB)                         0.000000   \n",
       "(0, YE-JA)                         0.000000   \n",
       "(0, YE-LA)                         0.000000   \n",
       "(0, YE-MA)                         0.000000   \n",
       "(0, YE-MR)                         0.000000   \n",
       "(0, YE-MW)                         0.000000   \n",
       "(0, YE-RA)                         0.000000   \n",
       "(0, YE-SA)                         0.000000   \n",
       "(0, YE-SD)                         0.000000   \n",
       "(0, YE-SH)                         0.000000   \n",
       "(0, YE-SN)                         0.000000   \n",
       "(0, YE-TA)                         0.000000   \n",
       "(1, YE-AB)                         0.000000   \n",
       "(1, YE-AD)                         0.000000   \n",
       "(1, YE-AM)                         0.000000   \n",
       "(1, YE-BA)                         0.000000   \n",
       "(1, YE-DA)                         0.000000   \n",
       "(1, YE-DH)                         0.000000   \n",
       "(1, YE-HD-AL)                      0.000000   \n",
       "(1, YE-HJ)                         0.000000   \n",
       "(1, YE-HU)                         0.000000   \n",
       "...                                     ...   \n",
       "(98, YE-MA)                        0.000061   \n",
       "(98, YE-MR)                        0.000000   \n",
       "(98, YE-MW)                        0.000174   \n",
       "(98, YE-RA)                        0.000315   \n",
       "(98, YE-SA)                        0.000012   \n",
       "(98, YE-SD)                        0.000017   \n",
       "(98, YE-SH)                        0.000001   \n",
       "(98, YE-SN)                        0.000006   \n",
       "(98, YE-TA)                        0.000004   \n",
       "(99, YE-AB)                        0.000028   \n",
       "(99, YE-AD)                        0.000053   \n",
       "(99, YE-AM)                        0.000011   \n",
       "(99, YE-BA)                        0.000034   \n",
       "(99, YE-DA)                        0.000280   \n",
       "(99, YE-DH)                        0.000022   \n",
       "(99, YE-HD-AL)                     0.000026   \n",
       "(99, YE-HJ)                        0.000136   \n",
       "(99, YE-HU)                        0.000010   \n",
       "(99, YE-IB)                        0.000006   \n",
       "(99, YE-JA)                        0.000038   \n",
       "(99, YE-LA)                        0.000008   \n",
       "(99, YE-MA)                        0.000061   \n",
       "(99, YE-MR)                        0.000000   \n",
       "(99, YE-MW)                        0.000156   \n",
       "(99, YE-RA)                        0.000315   \n",
       "(99, YE-SA)                        0.000012   \n",
       "(99, YE-SD)                        0.000017   \n",
       "(99, YE-SH)                        0.000001   \n",
       "(99, YE-SN)                        0.000004   \n",
       "(99, YE-TA)                        0.000004   \n",
       "\n",
       "                new_deaths__variance_larger_than_standard_deviation_week_8  \\\n",
       "id                                                                           \n",
       "(0, YE-AB)                                                    0.0            \n",
       "(0, YE-AD)                                                    0.0            \n",
       "(0, YE-AM)                                                    0.0            \n",
       "(0, YE-BA)                                                    0.0            \n",
       "(0, YE-DA)                                                    0.0            \n",
       "(0, YE-DH)                                                    0.0            \n",
       "(0, YE-HD-AL)                                                 0.0            \n",
       "(0, YE-HJ)                                                    0.0            \n",
       "(0, YE-HU)                                                    0.0            \n",
       "(0, YE-IB)                                                    0.0            \n",
       "(0, YE-JA)                                                    0.0            \n",
       "(0, YE-LA)                                                    0.0            \n",
       "(0, YE-MA)                                                    0.0            \n",
       "(0, YE-MR)                                                    0.0            \n",
       "(0, YE-MW)                                                    0.0            \n",
       "(0, YE-RA)                                                    0.0            \n",
       "(0, YE-SA)                                                    0.0            \n",
       "(0, YE-SD)                                                    0.0            \n",
       "(0, YE-SH)                                                    0.0            \n",
       "(0, YE-SN)                                                    0.0            \n",
       "(0, YE-TA)                                                    0.0            \n",
       "(1, YE-AB)                                                    0.0            \n",
       "(1, YE-AD)                                                    0.0            \n",
       "(1, YE-AM)                                                    0.0            \n",
       "(1, YE-BA)                                                    0.0            \n",
       "(1, YE-DA)                                                    0.0            \n",
       "(1, YE-DH)                                                    0.0            \n",
       "(1, YE-HD-AL)                                                 0.0            \n",
       "(1, YE-HJ)                                                    0.0            \n",
       "(1, YE-HU)                                                    0.0            \n",
       "...                                                           ...            \n",
       "(98, YE-MA)                                                   0.0            \n",
       "(98, YE-MR)                                                   0.0            \n",
       "(98, YE-MW)                                                   0.0            \n",
       "(98, YE-RA)                                                   0.0            \n",
       "(98, YE-SA)                                                   0.0            \n",
       "(98, YE-SD)                                                   0.0            \n",
       "(98, YE-SH)                                                   0.0            \n",
       "(98, YE-SN)                                                   0.0            \n",
       "(98, YE-TA)                                                   0.0            \n",
       "(99, YE-AB)                                                   0.0            \n",
       "(99, YE-AD)                                                   0.0            \n",
       "(99, YE-AM)                                                   0.0            \n",
       "(99, YE-BA)                                                   0.0            \n",
       "(99, YE-DA)                                                   0.0            \n",
       "(99, YE-DH)                                                   0.0            \n",
       "(99, YE-HD-AL)                                                0.0            \n",
       "(99, YE-HJ)                                                   0.0            \n",
       "(99, YE-HU)                                                   0.0            \n",
       "(99, YE-IB)                                                   0.0            \n",
       "(99, YE-JA)                                                   0.0            \n",
       "(99, YE-LA)                                                   0.0            \n",
       "(99, YE-MA)                                                   0.0            \n",
       "(99, YE-MR)                                                   0.0            \n",
       "(99, YE-MW)                                                   0.0            \n",
       "(99, YE-RA)                                                   0.0            \n",
       "(99, YE-SA)                                                   0.0            \n",
       "(99, YE-SD)                                                   0.0            \n",
       "(99, YE-SH)                                                   0.0            \n",
       "(99, YE-SN)                                                   0.0            \n",
       "(99, YE-TA)                                                   0.0            \n",
       "\n",
       "                days_from   gov_iso  \n",
       "id                                   \n",
       "(0, YE-AB)              0     YE-AB  \n",
       "(0, YE-AD)              0     YE-AD  \n",
       "(0, YE-AM)              0     YE-AM  \n",
       "(0, YE-BA)              0     YE-BA  \n",
       "(0, YE-DA)              0     YE-DA  \n",
       "(0, YE-DH)              0     YE-DH  \n",
       "(0, YE-HD-AL)           0  YE-HD-AL  \n",
       "(0, YE-HJ)              0     YE-HJ  \n",
       "(0, YE-HU)              0     YE-HU  \n",
       "(0, YE-IB)              0     YE-IB  \n",
       "(0, YE-JA)              0     YE-JA  \n",
       "(0, YE-LA)              0     YE-LA  \n",
       "(0, YE-MA)              0     YE-MA  \n",
       "(0, YE-MR)              0     YE-MR  \n",
       "(0, YE-MW)              0     YE-MW  \n",
       "(0, YE-RA)              0     YE-RA  \n",
       "(0, YE-SA)              0     YE-SA  \n",
       "(0, YE-SD)              0     YE-SD  \n",
       "(0, YE-SH)              0     YE-SH  \n",
       "(0, YE-SN)              0     YE-SN  \n",
       "(0, YE-TA)              0     YE-TA  \n",
       "(1, YE-AB)              1     YE-AB  \n",
       "(1, YE-AD)              1     YE-AD  \n",
       "(1, YE-AM)              1     YE-AM  \n",
       "(1, YE-BA)              1     YE-BA  \n",
       "(1, YE-DA)              1     YE-DA  \n",
       "(1, YE-DH)              1     YE-DH  \n",
       "(1, YE-HD-AL)           1  YE-HD-AL  \n",
       "(1, YE-HJ)              1     YE-HJ  \n",
       "(1, YE-HU)              1     YE-HU  \n",
       "...                   ...       ...  \n",
       "(98, YE-MA)            98     YE-MA  \n",
       "(98, YE-MR)            98     YE-MR  \n",
       "(98, YE-MW)            98     YE-MW  \n",
       "(98, YE-RA)            98     YE-RA  \n",
       "(98, YE-SA)            98     YE-SA  \n",
       "(98, YE-SD)            98     YE-SD  \n",
       "(98, YE-SH)            98     YE-SH  \n",
       "(98, YE-SN)            98     YE-SN  \n",
       "(98, YE-TA)            98     YE-TA  \n",
       "(99, YE-AB)            99     YE-AB  \n",
       "(99, YE-AD)            99     YE-AD  \n",
       "(99, YE-AM)            99     YE-AM  \n",
       "(99, YE-BA)            99     YE-BA  \n",
       "(99, YE-DA)            99     YE-DA  \n",
       "(99, YE-DH)            99     YE-DH  \n",
       "(99, YE-HD-AL)         99  YE-HD-AL  \n",
       "(99, YE-HJ)            99     YE-HJ  \n",
       "(99, YE-HU)            99     YE-HU  \n",
       "(99, YE-IB)            99     YE-IB  \n",
       "(99, YE-JA)            99     YE-JA  \n",
       "(99, YE-LA)            99     YE-LA  \n",
       "(99, YE-MA)            99     YE-MA  \n",
       "(99, YE-MR)            99     YE-MR  \n",
       "(99, YE-MW)            99     YE-MW  \n",
       "(99, YE-RA)            99     YE-RA  \n",
       "(99, YE-SA)            99     YE-SA  \n",
       "(99, YE-SD)            99     YE-SD  \n",
       "(99, YE-SH)            99     YE-SH  \n",
       "(99, YE-SN)            99     YE-SN  \n",
       "(99, YE-TA)            99     YE-TA  \n",
       "\n",
       "[5712 rows x 47642 columns]"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "full_extracted_features"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_extracted_features_processed = full_extracted_features.reset_index(drop = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
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       "      <th>fatalities__abs_energy_week_1</th>\n",
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       "      <th>days_from</th>\n",
       "      <th>gov_iso</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>...</td>\n",
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       "      <td>1.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-AD</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-AM</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-BA</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>YE-DA</td>\n",
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       "      <th>5</th>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>YE-DH</td>\n",
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       "      <th>6</th>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-HJ</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-HU</td>\n",
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       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-IB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-JA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-LA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>3.467872e-05</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-MA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-MR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-MW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-RA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-SA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-SD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-SH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>3.702677e-08</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-SN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>9.296488e-09</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>YE-TA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-AB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-AD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-BA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-DA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-DH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-HD-AL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1.773776e-07</td>\n",
       "      <td>0.000421</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-HJ</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>YE-HU</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5682</th>\n",
       "      <td>2.213273e-04</td>\n",
       "      <td>0.035333</td>\n",
       "      <td>-0.189291</td>\n",
       "      <td>-0.258777</td>\n",
       "      <td>0.696363</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000061</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-MA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5683</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-MR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5684</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.118224e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000174</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-MW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5685</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.120595e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000315</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-RA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5686</th>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.056782</td>\n",
       "      <td>-0.014375</td>\n",
       "      <td>0.066710</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-8.062753e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-SA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5687</th>\n",
       "      <td>1.681454e-07</td>\n",
       "      <td>0.000820</td>\n",
       "      <td>-0.140525</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.026614</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-SD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5688</th>\n",
       "      <td>2.025868e-05</td>\n",
       "      <td>0.010837</td>\n",
       "      <td>-0.066539</td>\n",
       "      <td>-0.215417</td>\n",
       "      <td>0.310113</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000001</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-SH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5689</th>\n",
       "      <td>8.919749e-07</td>\n",
       "      <td>0.002194</td>\n",
       "      <td>-0.147294</td>\n",
       "      <td>-0.149924</td>\n",
       "      <td>0.076758</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.740264e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-SN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5690</th>\n",
       "      <td>3.702326e-08</td>\n",
       "      <td>0.000280</td>\n",
       "      <td>-0.086991</td>\n",
       "      <td>-0.062075</td>\n",
       "      <td>0.127173</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.899488e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.0</td>\n",
       "      <td>98</td>\n",
       "      <td>YE-TA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5691</th>\n",
       "      <td>4.246316e-07</td>\n",
       "      <td>0.000461</td>\n",
       "      <td>-0.382313</td>\n",
       "      <td>-0.333333</td>\n",
       "      <td>0.246191</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000028</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-AB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5692</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>9.143448e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000053</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-AD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5693</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>4.606958e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5694</th>\n",
       "      <td>3.485640e-07</td>\n",
       "      <td>0.001146</td>\n",
       "      <td>-0.081816</td>\n",
       "      <td>-0.207207</td>\n",
       "      <td>0.050844</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000034</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-BA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5695</th>\n",
       "      <td>7.583086e-06</td>\n",
       "      <td>0.005507</td>\n",
       "      <td>-0.086103</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.023399</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.762159e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000280</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-DA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5696</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>6.554329e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000022</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-DH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5697</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000026</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-HD-AL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5698</th>\n",
       "      <td>5.076941e-07</td>\n",
       "      <td>0.001123</td>\n",
       "      <td>-0.043517</td>\n",
       "      <td>-0.140496</td>\n",
       "      <td>0.218332</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.946167e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000136</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-HJ</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5699</th>\n",
       "      <td>3.988934e-09</td>\n",
       "      <td>0.000063</td>\n",
       "      <td>-0.280466</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.102882</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-8.033256e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-HU</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5700</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.012022e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-IB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5701</th>\n",
       "      <td>4.472773e-05</td>\n",
       "      <td>0.016827</td>\n",
       "      <td>-0.308291</td>\n",
       "      <td>-0.342440</td>\n",
       "      <td>0.277991</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.494128e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000038</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-JA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5702</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-LA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5703</th>\n",
       "      <td>1.048068e-04</td>\n",
       "      <td>0.028267</td>\n",
       "      <td>-0.172761</td>\n",
       "      <td>-0.048980</td>\n",
       "      <td>0.271299</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000061</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-MA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5704</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-MR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5705</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-4.118224e-07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000156</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-MW</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5706</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.120595e-06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000315</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-RA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5707</th>\n",
       "      <td>1.391358e-06</td>\n",
       "      <td>0.002319</td>\n",
       "      <td>-0.083117</td>\n",
       "      <td>-0.174986</td>\n",
       "      <td>0.041596</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-8.062753e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000012</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-SA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5708</th>\n",
       "      <td>1.681454e-07</td>\n",
       "      <td>0.000410</td>\n",
       "      <td>-0.280466</td>\n",
       "      <td>-0.142857</td>\n",
       "      <td>0.102882</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-SD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5709</th>\n",
       "      <td>2.580901e-05</td>\n",
       "      <td>0.010837</td>\n",
       "      <td>-0.028641</td>\n",
       "      <td>-0.013006</td>\n",
       "      <td>0.146063</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000001</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-SH</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5710</th>\n",
       "      <td>9.989823e-07</td>\n",
       "      <td>0.001616</td>\n",
       "      <td>-0.114437</td>\n",
       "      <td>-0.165565</td>\n",
       "      <td>0.325872</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.507002e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-SN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5711</th>\n",
       "      <td>2.577451e-08</td>\n",
       "      <td>0.000280</td>\n",
       "      <td>-0.049351</td>\n",
       "      <td>-0.037845</td>\n",
       "      <td>0.345889</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>-1.899488e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.0</td>\n",
       "      <td>99</td>\n",
       "      <td>YE-TA</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5712 rows × 47642 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      fatalities__abs_energy_week_1  \\\n",
       "0                      0.000000e+00   \n",
       "1                      0.000000e+00   \n",
       "2                      0.000000e+00   \n",
       "3                      0.000000e+00   \n",
       "4                      0.000000e+00   \n",
       "5                      0.000000e+00   \n",
       "6                      0.000000e+00   \n",
       "7                      1.773776e-07   \n",
       "8                      0.000000e+00   \n",
       "9                      0.000000e+00   \n",
       "10                     0.000000e+00   \n",
       "11                     0.000000e+00   \n",
       "12                     3.467872e-05   \n",
       "13                     0.000000e+00   \n",
       "14                     0.000000e+00   \n",
       "15                     0.000000e+00   \n",
       "16                     0.000000e+00   \n",
       "17                     0.000000e+00   \n",
       "18                     0.000000e+00   \n",
       "19                     3.702677e-08   \n",
       "20                     9.296488e-09   \n",
       "21                     0.000000e+00   \n",
       "22                     0.000000e+00   \n",
       "23                     0.000000e+00   \n",
       "24                     0.000000e+00   \n",
       "25                     0.000000e+00   \n",
       "26                     0.000000e+00   \n",
       "27                     0.000000e+00   \n",
       "28                     1.773776e-07   \n",
       "29                     0.000000e+00   \n",
       "...                             ...   \n",
       "5682                   2.213273e-04   \n",
       "5683                   0.000000e+00   \n",
       "5684                   0.000000e+00   \n",
       "5685                   0.000000e+00   \n",
       "5686                   1.391358e-06   \n",
       "5687                   1.681454e-07   \n",
       "5688                   2.025868e-05   \n",
       "5689                   8.919749e-07   \n",
       "5690                   3.702326e-08   \n",
       "5691                   4.246316e-07   \n",
       "5692                   0.000000e+00   \n",
       "5693                   0.000000e+00   \n",
       "5694                   3.485640e-07   \n",
       "5695                   7.583086e-06   \n",
       "5696                   0.000000e+00   \n",
       "5697                   0.000000e+00   \n",
       "5698                   5.076941e-07   \n",
       "5699                   3.988934e-09   \n",
       "5700                   0.000000e+00   \n",
       "5701                   4.472773e-05   \n",
       "5702                   0.000000e+00   \n",
       "5703                   1.048068e-04   \n",
       "5704                   0.000000e+00   \n",
       "5705                   0.000000e+00   \n",
       "5706                   0.000000e+00   \n",
       "5707                   1.391358e-06   \n",
       "5708                   1.681454e-07   \n",
       "5709                   2.580901e-05   \n",
       "5710                   9.989823e-07   \n",
       "5711                   2.577451e-08   \n",
       "\n",
       "      fatalities__absolute_sum_of_changes_week_1  \\\n",
       "0                                       0.000000   \n",
       "1                                       0.000000   \n",
       "2                                       0.000000   \n",
       "3                                       0.000000   \n",
       "4                                       0.000000   \n",
       "5                                       0.000000   \n",
       "6                                       0.000000   \n",
       "7                                       0.000000   \n",
       "8                                       0.000000   \n",
       "9                                       0.000000   \n",
       "10                                      0.000000   \n",
       "11                                      0.000000   \n",
       "12                                      0.000000   \n",
       "13                                      0.000000   \n",
       "14                                      0.000000   \n",
       "15                                      0.000000   \n",
       "16                                      0.000000   \n",
       "17                                      0.000000   \n",
       "18                                      0.000000   \n",
       "19                                      0.000000   \n",
       "20                                      0.000000   \n",
       "21                                      0.000000   \n",
       "22                                      0.000000   \n",
       "23                                      0.000000   \n",
       "24                                      0.000000   \n",
       "25                                      0.000000   \n",
       "26                                      0.000000   \n",
       "27                                      0.000000   \n",
       "28                                      0.000421   \n",
       "29                                      0.000000   \n",
       "...                                          ...   \n",
       "5682                                    0.035333   \n",
       "5683                                    0.000000   \n",
       "5684                                    0.000000   \n",
       "5685                                    0.000000   \n",
       "5686                                    0.002319   \n",
       "5687                                    0.000820   \n",
       "5688                                    0.010837   \n",
       "5689                                    0.002194   \n",
       "5690                                    0.000280   \n",
       "5691                                    0.000461   \n",
       "5692                                    0.000000   \n",
       "5693                                    0.000000   \n",
       "5694                                    0.001146   \n",
       "5695                                    0.005507   \n",
       "5696                                    0.000000   \n",
       "5697                                    0.000000   \n",
       "5698                                    0.001123   \n",
       "5699                                    0.000063   \n",
       "5700                                    0.000000   \n",
       "5701                                    0.016827   \n",
       "5702                                    0.000000   \n",
       "5703                                    0.028267   \n",
       "5704                                    0.000000   \n",
       "5705                                    0.000000   \n",
       "5706                                    0.000000   \n",
       "5707                                    0.002319   \n",
       "5708                                    0.000410   \n",
       "5709                                    0.010837   \n",
       "5710                                    0.001616   \n",
       "5711                                    0.000280   \n",
       "\n",
       "      fatalities__agg_autocorrelation__f_agg_\"mean\"_week_1  \\\n",
       "0                                              0.000000      \n",
       "1                                              0.000000      \n",
       "2                                              0.000000      \n",
       "3                                              0.000000      \n",
       "4                                              0.000000      \n",
       "5                                              0.000000      \n",
       "6                                              0.000000      \n",
       "7                                              0.000000      \n",
       "8                                              0.000000      \n",
       "9                                              0.000000      \n",
       "10                                             0.000000      \n",
       "11                                             0.000000      \n",
       "12                                             0.000000      \n",
       "13                                             0.000000      \n",
       "14                                             0.000000      \n",
       "15                                             0.000000      \n",
       "16                                             0.000000      \n",
       "17                                             0.000000      \n",
       "18                                             0.000000      \n",
       "19                                             0.000000      \n",
       "20                                             0.000000      \n",
       "21                                             0.000000      \n",
       "22                                             0.000000      \n",
       "23                                             0.000000      \n",
       "24                                             0.000000      \n",
       "25                                             0.000000      \n",
       "26                                             0.000000      \n",
       "27                                             0.000000      \n",
       "28                                            -1.000000      \n",
       "29                                             0.000000      \n",
       "...                                                 ...      \n",
       "5682                                          -0.189291      \n",
       "5683                                           0.000000      \n",
       "5684                                           0.000000      \n",
       "5685                                           0.000000      \n",
       "5686                                          -0.056782      \n",
       "5687                                          -0.140525      \n",
       "5688                                          -0.066539      \n",
       "5689                                          -0.147294      \n",
       "5690                                          -0.086991      \n",
       "5691                                          -0.382313      \n",
       "5692                                           0.000000      \n",
       "5693                                           0.000000      \n",
       "5694                                          -0.081816      \n",
       "5695                                          -0.086103      \n",
       "5696                                           0.000000      \n",
       "5697                                           0.000000      \n",
       "5698                                          -0.043517      \n",
       "5699                                          -0.280466      \n",
       "5700                                           0.000000      \n",
       "5701                                          -0.308291      \n",
       "5702                                           0.000000      \n",
       "5703                                          -0.172761      \n",
       "5704                                           0.000000      \n",
       "5705                                           0.000000      \n",
       "5706                                           0.000000      \n",
       "5707                                          -0.083117      \n",
       "5708                                          -0.280466      \n",
       "5709                                          -0.028641      \n",
       "5710                                          -0.114437      \n",
       "5711                                          -0.049351      \n",
       "\n",
       "      fatalities__agg_autocorrelation__f_agg_\"median\"_week_1  \\\n",
       "0                                              0.000000        \n",
       "1                                              0.000000        \n",
       "2                                              0.000000        \n",
       "3                                              0.000000        \n",
       "4                                              0.000000        \n",
       "5                                              0.000000        \n",
       "6                                              0.000000        \n",
       "7                                              0.000000        \n",
       "8                                              0.000000        \n",
       "9                                              0.000000        \n",
       "10                                             0.000000        \n",
       "11                                             0.000000        \n",
       "12                                             0.000000        \n",
       "13                                             0.000000        \n",
       "14                                             0.000000        \n",
       "15                                             0.000000        \n",
       "16                                             0.000000        \n",
       "17                                             0.000000        \n",
       "18                                             0.000000        \n",
       "19                                             0.000000        \n",
       "20                                             0.000000        \n",
       "21                                             0.000000        \n",
       "22                                             0.000000        \n",
       "23                                             0.000000        \n",
       "24                                             0.000000        \n",
       "25                                             0.000000        \n",
       "26                                             0.000000        \n",
       "27                                             0.000000        \n",
       "28                                            -1.000000        \n",
       "29                                             0.000000        \n",
       "...                                                 ...        \n",
       "5682                                          -0.258777        \n",
       "5683                                           0.000000        \n",
       "5684                                           0.000000        \n",
       "5685                                           0.000000        \n",
       "5686                                          -0.014375        \n",
       "5687                                          -0.142857        \n",
       "5688                                          -0.215417        \n",
       "5689                                          -0.149924        \n",
       "5690                                          -0.062075        \n",
       "5691                                          -0.333333        \n",
       "5692                                           0.000000        \n",
       "5693                                           0.000000        \n",
       "5694                                          -0.207207        \n",
       "5695                                          -0.142857        \n",
       "5696                                           0.000000        \n",
       "5697                                           0.000000        \n",
       "5698                                          -0.140496        \n",
       "5699                                          -0.142857        \n",
       "5700                                           0.000000        \n",
       "5701                                          -0.342440        \n",
       "5702                                           0.000000        \n",
       "5703                                          -0.048980        \n",
       "5704                                           0.000000        \n",
       "5705                                           0.000000        \n",
       "5706                                           0.000000        \n",
       "5707                                          -0.174986        \n",
       "5708                                          -0.142857        \n",
       "5709                                          -0.013006        \n",
       "5710                                          -0.165565        \n",
       "5711                                          -0.037845        \n",
       "\n",
       "      fatalities__agg_autocorrelation__f_agg_\"var\"_week_1  \\\n",
       "0                                              0.000000     \n",
       "1                                              0.000000     \n",
       "2                                              0.000000     \n",
       "3                                              0.000000     \n",
       "4                                              0.000000     \n",
       "5                                              0.000000     \n",
       "6                                              0.000000     \n",
       "7                                              0.000000     \n",
       "8                                              0.000000     \n",
       "9                                              0.000000     \n",
       "10                                             0.000000     \n",
       "11                                             0.000000     \n",
       "12                                             0.000000     \n",
       "13                                             0.000000     \n",
       "14                                             0.000000     \n",
       "15                                             0.000000     \n",
       "16                                             0.000000     \n",
       "17                                             0.000000     \n",
       "18                                             0.000000     \n",
       "19                                             0.000000     \n",
       "20                                             0.000000     \n",
       "21                                             0.000000     \n",
       "22                                             0.000000     \n",
       "23                                             0.000000     \n",
       "24                                             0.000000     \n",
       "25                                             0.000000     \n",
       "26                                             0.000000     \n",
       "27                                             0.000000     \n",
       "28                                             0.000000     \n",
       "29                                             0.000000     \n",
       "...                                                 ...     \n",
       "5682                                           0.696363     \n",
       "5683                                           0.000000     \n",
       "5684                                           0.000000     \n",
       "5685                                           0.000000     \n",
       "5686                                           0.066710     \n",
       "5687                                           0.026614     \n",
       "5688                                           0.310113     \n",
       "5689                                           0.076758     \n",
       "5690                                           0.127173     \n",
       "5691                                           0.246191     \n",
       "5692                                           0.000000     \n",
       "5693                                           0.000000     \n",
       "5694                                           0.050844     \n",
       "5695                                           0.023399     \n",
       "5696                                           0.000000     \n",
       "5697                                           0.000000     \n",
       "5698                                           0.218332     \n",
       "5699                                           0.102882     \n",
       "5700                                           0.000000     \n",
       "5701                                           0.277991     \n",
       "5702                                           0.000000     \n",
       "5703                                           0.271299     \n",
       "5704                                           0.000000     \n",
       "5705                                           0.000000     \n",
       "5706                                           0.000000     \n",
       "5707                                           0.041596     \n",
       "5708                                           0.102882     \n",
       "5709                                           0.146063     \n",
       "5710                                           0.325872     \n",
       "5711                                           0.345889     \n",
       "\n",
       "      fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"intercept\"_week_1  \\\n",
       "0                                                   0.0                                  \n",
       "1                                                   0.0                                  \n",
       "2                                                   0.0                                  \n",
       "3                                                   0.0                                  \n",
       "4                                                   0.0                                  \n",
       "5                                                   0.0                                  \n",
       "6                                                   0.0                                  \n",
       "7                                                   0.0                                  \n",
       "8                                                   0.0                                  \n",
       "9                                                   0.0                                  \n",
       "10                                                  0.0                                  \n",
       "11                                                  0.0                                  \n",
       "12                                                  0.0                                  \n",
       "13                                                  0.0                                  \n",
       "14                                                  0.0                                  \n",
       "15                                                  0.0                                  \n",
       "16                                                  0.0                                  \n",
       "17                                                  0.0                                  \n",
       "18                                                  0.0                                  \n",
       "19                                                  0.0                                  \n",
       "20                                                  0.0                                  \n",
       "21                                                  0.0                                  \n",
       "22                                                  0.0                                  \n",
       "23                                                  0.0                                  \n",
       "24                                                  0.0                                  \n",
       "25                                                  0.0                                  \n",
       "26                                                  0.0                                  \n",
       "27                                                  0.0                                  \n",
       "28                                                  0.0                                  \n",
       "29                                                  0.0                                  \n",
       "...                                                 ...                                  \n",
       "5682                                                0.0                                  \n",
       "5683                                                0.0                                  \n",
       "5684                                                0.0                                  \n",
       "5685                                                0.0                                  \n",
       "5686                                                0.0                                  \n",
       "5687                                                0.0                                  \n",
       "5688                                                0.0                                  \n",
       "5689                                                0.0                                  \n",
       "5690                                                0.0                                  \n",
       "5691                                                0.0                                  \n",
       "5692                                                0.0                                  \n",
       "5693                                                0.0                                  \n",
       "5694                                                0.0                                  \n",
       "5695                                                0.0                                  \n",
       "5696                                                0.0                                  \n",
       "5697                                                0.0                                  \n",
       "5698                                                0.0                                  \n",
       "5699                                                0.0                                  \n",
       "5700                                                0.0                                  \n",
       "5701                                                0.0                                  \n",
       "5702                                                0.0                                  \n",
       "5703                                                0.0                                  \n",
       "5704                                                0.0                                  \n",
       "5705                                                0.0                                  \n",
       "5706                                                0.0                                  \n",
       "5707                                                0.0                                  \n",
       "5708                                                0.0                                  \n",
       "5709                                                0.0                                  \n",
       "5710                                                0.0                                  \n",
       "5711                                                0.0                                  \n",
       "\n",
       "      fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"rvalue\"_week_1  \\\n",
       "0                                                   0.0                               \n",
       "1                                                   0.0                               \n",
       "2                                                   0.0                               \n",
       "3                                                   0.0                               \n",
       "4                                                   0.0                               \n",
       "5                                                   0.0                               \n",
       "6                                                   0.0                               \n",
       "7                                                   0.0                               \n",
       "8                                                   0.0                               \n",
       "9                                                   0.0                               \n",
       "10                                                  0.0                               \n",
       "11                                                  0.0                               \n",
       "12                                                  0.0                               \n",
       "13                                                  0.0                               \n",
       "14                                                  0.0                               \n",
       "15                                                  0.0                               \n",
       "16                                                  0.0                               \n",
       "17                                                  0.0                               \n",
       "18                                                  0.0                               \n",
       "19                                                  0.0                               \n",
       "20                                                  0.0                               \n",
       "21                                                  0.0                               \n",
       "22                                                  0.0                               \n",
       "23                                                  0.0                               \n",
       "24                                                  0.0                               \n",
       "25                                                  0.0                               \n",
       "26                                                  0.0                               \n",
       "27                                                  0.0                               \n",
       "28                                                  0.0                               \n",
       "29                                                  0.0                               \n",
       "...                                                 ...                               \n",
       "5682                                                0.0                               \n",
       "5683                                                0.0                               \n",
       "5684                                                0.0                               \n",
       "5685                                                0.0                               \n",
       "5686                                                0.0                               \n",
       "5687                                                0.0                               \n",
       "5688                                                0.0                               \n",
       "5689                                                0.0                               \n",
       "5690                                                0.0                               \n",
       "5691                                                0.0                               \n",
       "5692                                                0.0                               \n",
       "5693                                                0.0                               \n",
       "5694                                                0.0                               \n",
       "5695                                                0.0                               \n",
       "5696                                                0.0                               \n",
       "5697                                                0.0                               \n",
       "5698                                                0.0                               \n",
       "5699                                                0.0                               \n",
       "5700                                                0.0                               \n",
       "5701                                                0.0                               \n",
       "5702                                                0.0                               \n",
       "5703                                                0.0                               \n",
       "5704                                                0.0                               \n",
       "5705                                                0.0                               \n",
       "5706                                                0.0                               \n",
       "5707                                                0.0                               \n",
       "5708                                                0.0                               \n",
       "5709                                                0.0                               \n",
       "5710                                                0.0                               \n",
       "5711                                                0.0                               \n",
       "\n",
       "      fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"slope\"_week_1  \\\n",
       "0                                                   0.0                              \n",
       "1                                                   0.0                              \n",
       "2                                                   0.0                              \n",
       "3                                                   0.0                              \n",
       "4                                                   0.0                              \n",
       "5                                                   0.0                              \n",
       "6                                                   0.0                              \n",
       "7                                                   0.0                              \n",
       "8                                                   0.0                              \n",
       "9                                                   0.0                              \n",
       "10                                                  0.0                              \n",
       "11                                                  0.0                              \n",
       "12                                                  0.0                              \n",
       "13                                                  0.0                              \n",
       "14                                                  0.0                              \n",
       "15                                                  0.0                              \n",
       "16                                                  0.0                              \n",
       "17                                                  0.0                              \n",
       "18                                                  0.0                              \n",
       "19                                                  0.0                              \n",
       "20                                                  0.0                              \n",
       "21                                                  0.0                              \n",
       "22                                                  0.0                              \n",
       "23                                                  0.0                              \n",
       "24                                                  0.0                              \n",
       "25                                                  0.0                              \n",
       "26                                                  0.0                              \n",
       "27                                                  0.0                              \n",
       "28                                                  0.0                              \n",
       "29                                                  0.0                              \n",
       "...                                                 ...                              \n",
       "5682                                                0.0                              \n",
       "5683                                                0.0                              \n",
       "5684                                                0.0                              \n",
       "5685                                                0.0                              \n",
       "5686                                                0.0                              \n",
       "5687                                                0.0                              \n",
       "5688                                                0.0                              \n",
       "5689                                                0.0                              \n",
       "5690                                                0.0                              \n",
       "5691                                                0.0                              \n",
       "5692                                                0.0                              \n",
       "5693                                                0.0                              \n",
       "5694                                                0.0                              \n",
       "5695                                                0.0                              \n",
       "5696                                                0.0                              \n",
       "5697                                                0.0                              \n",
       "5698                                                0.0                              \n",
       "5699                                                0.0                              \n",
       "5700                                                0.0                              \n",
       "5701                                                0.0                              \n",
       "5702                                                0.0                              \n",
       "5703                                                0.0                              \n",
       "5704                                                0.0                              \n",
       "5705                                                0.0                              \n",
       "5706                                                0.0                              \n",
       "5707                                                0.0                              \n",
       "5708                                                0.0                              \n",
       "5709                                                0.0                              \n",
       "5710                                                0.0                              \n",
       "5711                                                0.0                              \n",
       "\n",
       "      fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"stderr\"_week_1  \\\n",
       "0                                                   0.0                               \n",
       "1                                                   0.0                               \n",
       "2                                                   0.0                               \n",
       "3                                                   0.0                               \n",
       "4                                                   0.0                               \n",
       "5                                                   0.0                               \n",
       "6                                                   0.0                               \n",
       "7                                                   0.0                               \n",
       "8                                                   0.0                               \n",
       "9                                                   0.0                               \n",
       "10                                                  0.0                               \n",
       "11                                                  0.0                               \n",
       "12                                                  0.0                               \n",
       "13                                                  0.0                               \n",
       "14                                                  0.0                               \n",
       "15                                                  0.0                               \n",
       "16                                                  0.0                               \n",
       "17                                                  0.0                               \n",
       "18                                                  0.0                               \n",
       "19                                                  0.0                               \n",
       "20                                                  0.0                               \n",
       "21                                                  0.0                               \n",
       "22                                                  0.0                               \n",
       "23                                                  0.0                               \n",
       "24                                                  0.0                               \n",
       "25                                                  0.0                               \n",
       "26                                                  0.0                               \n",
       "27                                                  0.0                               \n",
       "28                                                  0.0                               \n",
       "29                                                  0.0                               \n",
       "...                                                 ...                               \n",
       "5682                                                0.0                               \n",
       "5683                                                0.0                               \n",
       "5684                                                0.0                               \n",
       "5685                                                0.0                               \n",
       "5686                                                0.0                               \n",
       "5687                                                0.0                               \n",
       "5688                                                0.0                               \n",
       "5689                                                0.0                               \n",
       "5690                                                0.0                               \n",
       "5691                                                0.0                               \n",
       "5692                                                0.0                               \n",
       "5693                                                0.0                               \n",
       "5694                                                0.0                               \n",
       "5695                                                0.0                               \n",
       "5696                                                0.0                               \n",
       "5697                                                0.0                               \n",
       "5698                                                0.0                               \n",
       "5699                                                0.0                               \n",
       "5700                                                0.0                               \n",
       "5701                                                0.0                               \n",
       "5702                                                0.0                               \n",
       "5703                                                0.0                               \n",
       "5704                                                0.0                               \n",
       "5705                                                0.0                               \n",
       "5706                                                0.0                               \n",
       "5707                                                0.0                               \n",
       "5708                                                0.0                               \n",
       "5709                                                0.0                               \n",
       "5710                                                0.0                               \n",
       "5711                                                0.0                               \n",
       "\n",
       "      fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"_week_1  \\\n",
       "0                                                   0.0                                  \n",
       "1                                                   0.0                                  \n",
       "2                                                   0.0                                  \n",
       "3                                                   0.0                                  \n",
       "4                                                   0.0                                  \n",
       "5                                                   0.0                                  \n",
       "6                                                   0.0                                  \n",
       "7                                                   0.0                                  \n",
       "8                                                   0.0                                  \n",
       "9                                                   0.0                                  \n",
       "10                                                  0.0                                  \n",
       "11                                                  0.0                                  \n",
       "12                                                  0.0                                  \n",
       "13                                                  0.0                                  \n",
       "14                                                  0.0                                  \n",
       "15                                                  0.0                                  \n",
       "16                                                  0.0                                  \n",
       "17                                                  0.0                                  \n",
       "18                                                  0.0                                  \n",
       "19                                                  0.0                                  \n",
       "20                                                  0.0                                  \n",
       "21                                                  0.0                                  \n",
       "22                                                  0.0                                  \n",
       "23                                                  0.0                                  \n",
       "24                                                  0.0                                  \n",
       "25                                                  0.0                                  \n",
       "26                                                  0.0                                  \n",
       "27                                                  0.0                                  \n",
       "28                                                  0.0                                  \n",
       "29                                                  0.0                                  \n",
       "...                                                 ...                                  \n",
       "5682                                                0.0                                  \n",
       "5683                                                0.0                                  \n",
       "5684                                                0.0                                  \n",
       "5685                                                0.0                                  \n",
       "5686                                                0.0                                  \n",
       "5687                                                0.0                                  \n",
       "5688                                                0.0                                  \n",
       "5689                                                0.0                                  \n",
       "5690                                                0.0                                  \n",
       "5691                                                0.0                                  \n",
       "5692                                                0.0                                  \n",
       "5693                                                0.0                                  \n",
       "5694                                                0.0                                  \n",
       "5695                                                0.0                                  \n",
       "5696                                                0.0                                  \n",
       "5697                                                0.0                                  \n",
       "5698                                                0.0                                  \n",
       "5699                                                0.0                                  \n",
       "5700                                                0.0                                  \n",
       "5701                                                0.0                                  \n",
       "5702                                                0.0                                  \n",
       "5703                                                0.0                                  \n",
       "5704                                                0.0                                  \n",
       "5705                                                0.0                                  \n",
       "5706                                                0.0                                  \n",
       "5707                                                0.0                                  \n",
       "5708                                                0.0                                  \n",
       "5709                                                0.0                                  \n",
       "5710                                                0.0                                  \n",
       "5711                                                0.0                                  \n",
       "\n",
       "        ...     new_deaths__time_reversal_asymmetry_statistic__lag_3_week_8  \\\n",
       "0       ...                                          0.000000e+00             \n",
       "1       ...                                          0.000000e+00             \n",
       "2       ...                                          0.000000e+00             \n",
       "3       ...                                          0.000000e+00             \n",
       "4       ...                                          0.000000e+00             \n",
       "5       ...                                          0.000000e+00             \n",
       "6       ...                                          0.000000e+00             \n",
       "7       ...                                          0.000000e+00             \n",
       "8       ...                                          0.000000e+00             \n",
       "9       ...                                          0.000000e+00             \n",
       "10      ...                                          0.000000e+00             \n",
       "11      ...                                          0.000000e+00             \n",
       "12      ...                                          0.000000e+00             \n",
       "13      ...                                          0.000000e+00             \n",
       "14      ...                                          0.000000e+00             \n",
       "15      ...                                          0.000000e+00             \n",
       "16      ...                                          0.000000e+00             \n",
       "17      ...                                          0.000000e+00             \n",
       "18      ...                                          0.000000e+00             \n",
       "19      ...                                          0.000000e+00             \n",
       "20      ...                                          0.000000e+00             \n",
       "21      ...                                          0.000000e+00             \n",
       "22      ...                                          0.000000e+00             \n",
       "23      ...                                          0.000000e+00             \n",
       "24      ...                                          0.000000e+00             \n",
       "25      ...                                          0.000000e+00             \n",
       "26      ...                                          0.000000e+00             \n",
       "27      ...                                          0.000000e+00             \n",
       "28      ...                                          0.000000e+00             \n",
       "29      ...                                          0.000000e+00             \n",
       "...     ...                                                   ...             \n",
       "5682    ...                                          0.000000e+00             \n",
       "5683    ...                                          0.000000e+00             \n",
       "5684    ...                                         -4.118224e-07             \n",
       "5685    ...                                         -1.120595e-06             \n",
       "5686    ...                                         -8.062753e-09             \n",
       "5687    ...                                          0.000000e+00             \n",
       "5688    ...                                          0.000000e+00             \n",
       "5689    ...                                         -1.740264e-08             \n",
       "5690    ...                                         -1.899488e-09             \n",
       "5691    ...                                          0.000000e+00             \n",
       "5692    ...                                          9.143448e-08             \n",
       "5693    ...                                          4.606958e-09             \n",
       "5694    ...                                          0.000000e+00             \n",
       "5695    ...                                         -1.762159e-06             \n",
       "5696    ...                                          6.554329e-08             \n",
       "5697    ...                                          0.000000e+00             \n",
       "5698    ...                                         -1.946167e-06             \n",
       "5699    ...                                         -8.033256e-09             \n",
       "5700    ...                                         -2.012022e-09             \n",
       "5701    ...                                         -1.494128e-08             \n",
       "5702    ...                                          0.000000e+00             \n",
       "5703    ...                                          0.000000e+00             \n",
       "5704    ...                                          0.000000e+00             \n",
       "5705    ...                                         -4.118224e-07             \n",
       "5706    ...                                         -1.120595e-06             \n",
       "5707    ...                                         -8.062753e-09             \n",
       "5708    ...                                          0.000000e+00             \n",
       "5709    ...                                          0.000000e+00             \n",
       "5710    ...                                         -2.507002e-09             \n",
       "5711    ...                                         -1.899488e-09             \n",
       "\n",
       "      new_deaths__value_count__value_-inf_week_8  \\\n",
       "0                                            0.0   \n",
       "1                                            0.0   \n",
       "2                                            0.0   \n",
       "3                                            0.0   \n",
       "4                                            0.0   \n",
       "5                                            0.0   \n",
       "6                                            0.0   \n",
       "7                                            0.0   \n",
       "8                                            0.0   \n",
       "9                                            0.0   \n",
       "10                                           0.0   \n",
       "11                                           0.0   \n",
       "12                                           0.0   \n",
       "13                                           0.0   \n",
       "14                                           0.0   \n",
       "15                                           0.0   \n",
       "16                                           0.0   \n",
       "17                                           0.0   \n",
       "18                                           0.0   \n",
       "19                                           0.0   \n",
       "20                                           0.0   \n",
       "21                                           0.0   \n",
       "22                                           0.0   \n",
       "23                                           0.0   \n",
       "24                                           0.0   \n",
       "25                                           0.0   \n",
       "26                                           0.0   \n",
       "27                                           0.0   \n",
       "28                                           0.0   \n",
       "29                                           0.0   \n",
       "...                                          ...   \n",
       "5682                                         0.0   \n",
       "5683                                         0.0   \n",
       "5684                                         0.0   \n",
       "5685                                         0.0   \n",
       "5686                                         0.0   \n",
       "5687                                         0.0   \n",
       "5688                                         0.0   \n",
       "5689                                         0.0   \n",
       "5690                                         0.0   \n",
       "5691                                         0.0   \n",
       "5692                                         0.0   \n",
       "5693                                         0.0   \n",
       "5694                                         0.0   \n",
       "5695                                         0.0   \n",
       "5696                                         0.0   \n",
       "5697                                         0.0   \n",
       "5698                                         0.0   \n",
       "5699                                         0.0   \n",
       "5700                                         0.0   \n",
       "5701                                         0.0   \n",
       "5702                                         0.0   \n",
       "5703                                         0.0   \n",
       "5704                                         0.0   \n",
       "5705                                         0.0   \n",
       "5706                                         0.0   \n",
       "5707                                         0.0   \n",
       "5708                                         0.0   \n",
       "5709                                         0.0   \n",
       "5710                                         0.0   \n",
       "5711                                         0.0   \n",
       "\n",
       "      new_deaths__value_count__value_0_week_8  \\\n",
       "0                                         0.0   \n",
       "1                                         1.0   \n",
       "2                                         0.0   \n",
       "3                                         0.0   \n",
       "4                                         0.0   \n",
       "5                                         0.0   \n",
       "6                                         1.0   \n",
       "7                                         0.0   \n",
       "8                                         0.0   \n",
       "9                                         0.0   \n",
       "10                                        1.0   \n",
       "11                                        0.0   \n",
       "12                                        0.0   \n",
       "13                                        1.0   \n",
       "14                                        0.0   \n",
       "15                                        0.0   \n",
       "16                                        0.0   \n",
       "17                                        1.0   \n",
       "18                                        1.0   \n",
       "19                                        0.0   \n",
       "20                                        0.0   \n",
       "21                                        0.0   \n",
       "22                                        2.0   \n",
       "23                                        0.0   \n",
       "24                                        0.0   \n",
       "25                                        0.0   \n",
       "26                                        0.0   \n",
       "27                                        2.0   \n",
       "28                                        0.0   \n",
       "29                                        0.0   \n",
       "...                                       ...   \n",
       "5682                                     56.0   \n",
       "5683                                     57.0   \n",
       "5684                                     36.0   \n",
       "5685                                     29.0   \n",
       "5686                                     44.0   \n",
       "5687                                     55.0   \n",
       "5688                                     54.0   \n",
       "5689                                     37.0   \n",
       "5690                                     31.0   \n",
       "5691                                     49.0   \n",
       "5692                                     52.0   \n",
       "5693                                     38.0   \n",
       "5694                                     54.0   \n",
       "5695                                     42.0   \n",
       "5696                                     24.0   \n",
       "5697                                     56.0   \n",
       "5698                                     24.0   \n",
       "5699                                     23.0   \n",
       "5700                                     32.0   \n",
       "5701                                     50.0   \n",
       "5702                                     53.0   \n",
       "5703                                     56.0   \n",
       "5704                                     57.0   \n",
       "5705                                     37.0   \n",
       "5706                                     29.0   \n",
       "5707                                     44.0   \n",
       "5708                                     55.0   \n",
       "5709                                     54.0   \n",
       "5710                                     38.0   \n",
       "5711                                     32.0   \n",
       "\n",
       "      new_deaths__value_count__value_1_week_8  \\\n",
       "0                                         0.0   \n",
       "1                                         0.0   \n",
       "2                                         0.0   \n",
       "3                                         0.0   \n",
       "4                                         0.0   \n",
       "5                                         0.0   \n",
       "6                                         0.0   \n",
       "7                                         0.0   \n",
       "8                                         0.0   \n",
       "9                                         0.0   \n",
       "10                                        0.0   \n",
       "11                                        0.0   \n",
       "12                                        0.0   \n",
       "13                                        0.0   \n",
       "14                                        0.0   \n",
       "15                                        0.0   \n",
       "16                                        0.0   \n",
       "17                                        0.0   \n",
       "18                                        0.0   \n",
       "19                                        0.0   \n",
       "20                                        0.0   \n",
       "21                                        0.0   \n",
       "22                                        0.0   \n",
       "23                                        0.0   \n",
       "24                                        0.0   \n",
       "25                                        0.0   \n",
       "26                                        0.0   \n",
       "27                                        0.0   \n",
       "28                                        0.0   \n",
       "29                                        0.0   \n",
       "...                                       ...   \n",
       "5682                                      0.0   \n",
       "5683                                      0.0   \n",
       "5684                                      0.0   \n",
       "5685                                      0.0   \n",
       "5686                                      0.0   \n",
       "5687                                      0.0   \n",
       "5688                                      0.0   \n",
       "5689                                      0.0   \n",
       "5690                                      0.0   \n",
       "5691                                      0.0   \n",
       "5692                                      0.0   \n",
       "5693                                      0.0   \n",
       "5694                                      0.0   \n",
       "5695                                      0.0   \n",
       "5696                                      0.0   \n",
       "5697                                      0.0   \n",
       "5698                                      0.0   \n",
       "5699                                      0.0   \n",
       "5700                                      0.0   \n",
       "5701                                      0.0   \n",
       "5702                                      0.0   \n",
       "5703                                      0.0   \n",
       "5704                                      0.0   \n",
       "5705                                      0.0   \n",
       "5706                                      0.0   \n",
       "5707                                      0.0   \n",
       "5708                                      0.0   \n",
       "5709                                      0.0   \n",
       "5710                                      0.0   \n",
       "5711                                      0.0   \n",
       "\n",
       "      new_deaths__value_count__value_inf_week_8  \\\n",
       "0                                           0.0   \n",
       "1                                           0.0   \n",
       "2                                           0.0   \n",
       "3                                           0.0   \n",
       "4                                           0.0   \n",
       "5                                           0.0   \n",
       "6                                           0.0   \n",
       "7                                           0.0   \n",
       "8                                           0.0   \n",
       "9                                           0.0   \n",
       "10                                          0.0   \n",
       "11                                          0.0   \n",
       "12                                          0.0   \n",
       "13                                          0.0   \n",
       "14                                          0.0   \n",
       "15                                          0.0   \n",
       "16                                          0.0   \n",
       "17                                          0.0   \n",
       "18                                          0.0   \n",
       "19                                          0.0   \n",
       "20                                          0.0   \n",
       "21                                          0.0   \n",
       "22                                          0.0   \n",
       "23                                          0.0   \n",
       "24                                          0.0   \n",
       "25                                          0.0   \n",
       "26                                          0.0   \n",
       "27                                          0.0   \n",
       "28                                          0.0   \n",
       "29                                          0.0   \n",
       "...                                         ...   \n",
       "5682                                        0.0   \n",
       "5683                                        0.0   \n",
       "5684                                        0.0   \n",
       "5685                                        0.0   \n",
       "5686                                        0.0   \n",
       "5687                                        0.0   \n",
       "5688                                        0.0   \n",
       "5689                                        0.0   \n",
       "5690                                        0.0   \n",
       "5691                                        0.0   \n",
       "5692                                        0.0   \n",
       "5693                                        0.0   \n",
       "5694                                        0.0   \n",
       "5695                                        0.0   \n",
       "5696                                        0.0   \n",
       "5697                                        0.0   \n",
       "5698                                        0.0   \n",
       "5699                                        0.0   \n",
       "5700                                        0.0   \n",
       "5701                                        0.0   \n",
       "5702                                        0.0   \n",
       "5703                                        0.0   \n",
       "5704                                        0.0   \n",
       "5705                                        0.0   \n",
       "5706                                        0.0   \n",
       "5707                                        0.0   \n",
       "5708                                        0.0   \n",
       "5709                                        0.0   \n",
       "5710                                        0.0   \n",
       "5711                                        0.0   \n",
       "\n",
       "      new_deaths__value_count__value_nan_week_8  new_deaths__variance_week_8  \\\n",
       "0                                           0.0                     0.000000   \n",
       "1                                           0.0                     0.000000   \n",
       "2                                           0.0                     0.000000   \n",
       "3                                           0.0                     0.000000   \n",
       "4                                           0.0                     0.000000   \n",
       "5                                           0.0                     0.000000   \n",
       "6                                           0.0                     0.000000   \n",
       "7                                           0.0                     0.000000   \n",
       "8                                           0.0                     0.000000   \n",
       "9                                           0.0                     0.000000   \n",
       "10                                          0.0                     0.000000   \n",
       "11                                          0.0                     0.000000   \n",
       "12                                          0.0                     0.000000   \n",
       "13                                          0.0                     0.000000   \n",
       "14                                          0.0                     0.000000   \n",
       "15                                          0.0                     0.000000   \n",
       "16                                          0.0                     0.000000   \n",
       "17                                          0.0                     0.000000   \n",
       "18                                          0.0                     0.000000   \n",
       "19                                          0.0                     0.000000   \n",
       "20                                          0.0                     0.000000   \n",
       "21                                          0.0                     0.000000   \n",
       "22                                          0.0                     0.000000   \n",
       "23                                          0.0                     0.000000   \n",
       "24                                          0.0                     0.000000   \n",
       "25                                          0.0                     0.000000   \n",
       "26                                          0.0                     0.000000   \n",
       "27                                          0.0                     0.000000   \n",
       "28                                          0.0                     0.000000   \n",
       "29                                          0.0                     0.000000   \n",
       "...                                         ...                          ...   \n",
       "5682                                        0.0                     0.000061   \n",
       "5683                                        0.0                     0.000000   \n",
       "5684                                        0.0                     0.000174   \n",
       "5685                                        0.0                     0.000315   \n",
       "5686                                        0.0                     0.000012   \n",
       "5687                                        0.0                     0.000017   \n",
       "5688                                        0.0                     0.000001   \n",
       "5689                                        0.0                     0.000006   \n",
       "5690                                        0.0                     0.000004   \n",
       "5691                                        0.0                     0.000028   \n",
       "5692                                        0.0                     0.000053   \n",
       "5693                                        0.0                     0.000011   \n",
       "5694                                        0.0                     0.000034   \n",
       "5695                                        0.0                     0.000280   \n",
       "5696                                        0.0                     0.000022   \n",
       "5697                                        0.0                     0.000026   \n",
       "5698                                        0.0                     0.000136   \n",
       "5699                                        0.0                     0.000010   \n",
       "5700                                        0.0                     0.000006   \n",
       "5701                                        0.0                     0.000038   \n",
       "5702                                        0.0                     0.000008   \n",
       "5703                                        0.0                     0.000061   \n",
       "5704                                        0.0                     0.000000   \n",
       "5705                                        0.0                     0.000156   \n",
       "5706                                        0.0                     0.000315   \n",
       "5707                                        0.0                     0.000012   \n",
       "5708                                        0.0                     0.000017   \n",
       "5709                                        0.0                     0.000001   \n",
       "5710                                        0.0                     0.000004   \n",
       "5711                                        0.0                     0.000004   \n",
       "\n",
       "      new_deaths__variance_larger_than_standard_deviation_week_8  days_from  \\\n",
       "0                                                   0.0                   0   \n",
       "1                                                   0.0                   0   \n",
       "2                                                   0.0                   0   \n",
       "3                                                   0.0                   0   \n",
       "4                                                   0.0                   0   \n",
       "5                                                   0.0                   0   \n",
       "6                                                   0.0                   0   \n",
       "7                                                   0.0                   0   \n",
       "8                                                   0.0                   0   \n",
       "9                                                   0.0                   0   \n",
       "10                                                  0.0                   0   \n",
       "11                                                  0.0                   0   \n",
       "12                                                  0.0                   0   \n",
       "13                                                  0.0                   0   \n",
       "14                                                  0.0                   0   \n",
       "15                                                  0.0                   0   \n",
       "16                                                  0.0                   0   \n",
       "17                                                  0.0                   0   \n",
       "18                                                  0.0                   0   \n",
       "19                                                  0.0                   0   \n",
       "20                                                  0.0                   0   \n",
       "21                                                  0.0                   1   \n",
       "22                                                  0.0                   1   \n",
       "23                                                  0.0                   1   \n",
       "24                                                  0.0                   1   \n",
       "25                                                  0.0                   1   \n",
       "26                                                  0.0                   1   \n",
       "27                                                  0.0                   1   \n",
       "28                                                  0.0                   1   \n",
       "29                                                  0.0                   1   \n",
       "...                                                 ...                 ...   \n",
       "5682                                                0.0                  98   \n",
       "5683                                                0.0                  98   \n",
       "5684                                                0.0                  98   \n",
       "5685                                                0.0                  98   \n",
       "5686                                                0.0                  98   \n",
       "5687                                                0.0                  98   \n",
       "5688                                                0.0                  98   \n",
       "5689                                                0.0                  98   \n",
       "5690                                                0.0                  98   \n",
       "5691                                                0.0                  99   \n",
       "5692                                                0.0                  99   \n",
       "5693                                                0.0                  99   \n",
       "5694                                                0.0                  99   \n",
       "5695                                                0.0                  99   \n",
       "5696                                                0.0                  99   \n",
       "5697                                                0.0                  99   \n",
       "5698                                                0.0                  99   \n",
       "5699                                                0.0                  99   \n",
       "5700                                                0.0                  99   \n",
       "5701                                                0.0                  99   \n",
       "5702                                                0.0                  99   \n",
       "5703                                                0.0                  99   \n",
       "5704                                                0.0                  99   \n",
       "5705                                                0.0                  99   \n",
       "5706                                                0.0                  99   \n",
       "5707                                                0.0                  99   \n",
       "5708                                                0.0                  99   \n",
       "5709                                                0.0                  99   \n",
       "5710                                                0.0                  99   \n",
       "5711                                                0.0                  99   \n",
       "\n",
       "       gov_iso  \n",
       "0        YE-AB  \n",
       "1        YE-AD  \n",
       "2        YE-AM  \n",
       "3        YE-BA  \n",
       "4        YE-DA  \n",
       "5        YE-DH  \n",
       "6     YE-HD-AL  \n",
       "7        YE-HJ  \n",
       "8        YE-HU  \n",
       "9        YE-IB  \n",
       "10       YE-JA  \n",
       "11       YE-LA  \n",
       "12       YE-MA  \n",
       "13       YE-MR  \n",
       "14       YE-MW  \n",
       "15       YE-RA  \n",
       "16       YE-SA  \n",
       "17       YE-SD  \n",
       "18       YE-SH  \n",
       "19       YE-SN  \n",
       "20       YE-TA  \n",
       "21       YE-AB  \n",
       "22       YE-AD  \n",
       "23       YE-AM  \n",
       "24       YE-BA  \n",
       "25       YE-DA  \n",
       "26       YE-DH  \n",
       "27    YE-HD-AL  \n",
       "28       YE-HJ  \n",
       "29       YE-HU  \n",
       "...        ...  \n",
       "5682     YE-MA  \n",
       "5683     YE-MR  \n",
       "5684     YE-MW  \n",
       "5685     YE-RA  \n",
       "5686     YE-SA  \n",
       "5687     YE-SD  \n",
       "5688     YE-SH  \n",
       "5689     YE-SN  \n",
       "5690     YE-TA  \n",
       "5691     YE-AB  \n",
       "5692     YE-AD  \n",
       "5693     YE-AM  \n",
       "5694     YE-BA  \n",
       "5695     YE-DA  \n",
       "5696     YE-DH  \n",
       "5697  YE-HD-AL  \n",
       "5698     YE-HJ  \n",
       "5699     YE-HU  \n",
       "5700     YE-IB  \n",
       "5701     YE-JA  \n",
       "5702     YE-LA  \n",
       "5703     YE-MA  \n",
       "5704     YE-MR  \n",
       "5705     YE-MW  \n",
       "5706     YE-RA  \n",
       "5707     YE-SA  \n",
       "5708     YE-SD  \n",
       "5709     YE-SH  \n",
       "5710     YE-SN  \n",
       "5711     YE-TA  \n",
       "\n",
       "[5712 rows x 47642 columns]"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "full_extracted_features_processed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [],
   "source": [
    "#full_extracted_features_processed[['days_from', 'gov_iso']] = full_extracted_features.reset_index().id.apply(literal_eval).apply(pd.Series)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_df = pd.read_csv('/Users/Rohil/Documents/iGEM/yemen/cholera_epi_data/y_normalized_groupby_week_df.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_extracted_features_processed.days_from = full_extracted_features_processed.days_from.map(int)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_extracted_features_processed = full_extracted_features_processed.merge(week_8_rolled_timeseries[['days_from', 'date']].drop_duplicates(), on = 'days_from', how = 'left')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_extracted_features_processed.date = pd.to_datetime(full_extracted_features_processed.date , format = '%Y-%m-%d')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_df.date = pd.to_datetime(y_df.date , format = '%Y-%m-%d')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['fatalities__abs_energy_week_1',\n",
       "       'fatalities__absolute_sum_of_changes_week_1',\n",
       "       'fatalities__agg_autocorrelation__f_agg_\"mean\"_week_1',\n",
       "       'fatalities__agg_autocorrelation__f_agg_\"median\"_week_1',\n",
       "       'fatalities__agg_autocorrelation__f_agg_\"var\"_week_1',\n",
       "       'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"intercept\"_week_1',\n",
       "       'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"rvalue\"_week_1',\n",
       "       'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"slope\"_week_1',\n",
       "       'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_10__attr_\"stderr\"_week_1',\n",
       "       'fatalities__agg_linear_trend__f_agg_\"max\"__chunk_len_50__attr_\"intercept\"_week_1',\n",
       "       ...\n",
       "       'new_deaths__value_count__value_-inf_week_8',\n",
       "       'new_deaths__value_count__value_0_week_8',\n",
       "       'new_deaths__value_count__value_1_week_8',\n",
       "       'new_deaths__value_count__value_inf_week_8',\n",
       "       'new_deaths__value_count__value_nan_week_8',\n",
       "       'new_deaths__variance_week_8',\n",
       "       'new_deaths__variance_larger_than_standard_deviation_week_8',\n",
       "       'days_from', 'gov_iso', 'date'],\n",
       "      dtype='object', length=47643)"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "full_extracted_features_processed.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_features_final = full_extracted_features_processed.merge(y_df, how = 'left', on = ['date', 'gov_iso'])[full_extracted_features_processed.columns]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_df = full_extracted_features_processed.merge(y_df, how = 'left', on = ['date', 'gov_iso'])[y_df.columns]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 5712 entries, 0 to 5711\n",
      "Columns: 38115 entries, fatalities__abs_energy_week_1 to date\n",
      "dtypes: datetime64[ns](1), float32(38112), int64(1), object(1)\n",
      "memory usage: 830.9 MB\n"
     ]
    }
   ],
   "source": [
    "full_features_final.info(memory_usage='deep')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [],
   "source": [
    "full_features_final.to_pickle('/Users/Rohil/Documents/iGEM/yemen/exhaustive_extracted_features_new.pkl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_df.to_pickle('/Users/Rohil/Documents/iGEM/yemen/y_df_for_feature_selection_new.pkl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5712, 47643)"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "full_features_final.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5712, 6)"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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