facilities for healthcare.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "import numpy as np\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('C:\\\\Users\\\\sahib pratap\\\\Downloads\\\\AgeGroupDetails.csv')\n",
    "df.drop(df.tail(1).index,inplace=True)\n",
    "df['Percentage']=df['Percentage'].str.strip('%')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['Percentage']=df['Percentage'].map(float)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Agegroup percentage of cases in India"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Percentage')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,5))\n",
    "plt.bar(df['AgeGroup'],df['Percentage'],color='violet')\n",
    "plt.title('Agegroup percentage of cases')  \n",
    "plt.xlabel('Age group')\n",
    "plt.ylabel('Percentage')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x14e6129de48>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.stripplot(x=df['AgeGroup'], y=df['Percentage'], \n",
    "              data=df, dodge=True, alpha=.25, zorder=1)\n",
    "sns.pointplot(x=df['AgeGroup'], y=df['Percentage'],\n",
    "              data=df, dodge=.532, join=False, palette=\"dark\",\n",
    "              markers=\"d\", scale=.75, ci=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
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       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col0 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow33_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
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       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col1 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col2 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col3 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col4 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col5 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }    #T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col6 {\n",
       "            background-color:  green;\n",
       "            color:  gold;\n",
       "            border-color:  white;\n",
       "        }</style><table id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7f\" ><thead>    <tr>        <th class=\"blank level0\" ></th>        <th class=\"col_heading level0 col0\" >Unnamed: 0</th>        <th class=\"col_heading level0 col1\" >PHC</th>        <th class=\"col_heading level0 col2\" >CHC</th>        <th class=\"col_heading level0 col3\" >SDH</th>        <th class=\"col_heading level0 col4\" >DH</th>        <th class=\"col_heading level0 col5\" >Total</th>        <th class=\"col_heading level0 col6\" >Unnamed: 6</th>    </tr></thead><tbody>\n",
       "                <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row0\" class=\"row_heading level0 row0\" >0</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow0_col0\" class=\"data row0 col0\" >Andaman & Nicobar Islands</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow0_col1\" class=\"data row0 col1\" >27</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow0_col2\" class=\"data row0 col2\" >4</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow0_col3\" class=\"data row0 col3\" >nan</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow0_col4\" class=\"data row0 col4\" >3</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow0_col5\" class=\"data row0 col5\" >34</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow0_col6\" class=\"data row0 col6\" >1246</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row1\" class=\"row_heading level0 row1\" >1</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow1_col0\" class=\"data row1 col0\" >Andhra Pradesh</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow1_col1\" class=\"data row1 col1\" >1417</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow1_col2\" class=\"data row1 col2\" >198</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow1_col3\" class=\"data row1 col3\" >31</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow1_col4\" class=\"data row1 col4\" >20</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow1_col5\" class=\"data row1 col5\" >1666</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow1_col6\" class=\"data row1 col6\" >60799</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row2\" class=\"row_heading level0 row2\" >2</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow2_col0\" class=\"data row2 col0\" >Arunachal Pradesh</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow2_col1\" class=\"data row2 col1\" >122</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow2_col2\" class=\"data row2 col2\" >62</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow2_col3\" class=\"data row2 col3\" >nan</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow2_col4\" class=\"data row2 col4\" >15</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow2_col5\" class=\"data row2 col5\" >199</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow2_col6\" class=\"data row2 col6\" >2320</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row3\" class=\"row_heading level0 row3\" >3</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow3_col0\" class=\"data row3 col0\" >Assam</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow3_col1\" class=\"data row3 col1\" >1007</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow3_col2\" class=\"data row3 col2\" >166</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow3_col3\" class=\"data row3 col3\" >14</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow3_col4\" class=\"data row3 col4\" >33</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow3_col5\" class=\"data row3 col5\" >1220</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow3_col6\" class=\"data row3 col6\" >19115</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row4\" class=\"row_heading level0 row4\" >4</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow4_col0\" class=\"data row4 col0\" >Bihar</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow4_col1\" class=\"data row4 col1\" >2007</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow4_col2\" class=\"data row4 col2\" >63</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow4_col3\" class=\"data row4 col3\" >33</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow4_col4\" class=\"data row4 col4\" >43</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow4_col5\" class=\"data row4 col5\" >2146</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow4_col6\" class=\"data row4 col6\" >17796</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row5\" class=\"row_heading level0 row5\" >5</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow5_col0\" class=\"data row5 col0\" >Chandigarh</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow5_col1\" class=\"data row5 col1\" >40</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow5_col2\" class=\"data row5 col2\" >2</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow5_col3\" class=\"data row5 col3\" >1</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow5_col4\" class=\"data row5 col4\" >4</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow5_col5\" class=\"data row5 col5\" >47</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow5_col6\" class=\"data row5 col6\" >3756</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row6\" class=\"row_heading level0 row6\" >6</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow6_col0\" class=\"data row6 col0\" >Chhattisgarh</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow6_col1\" class=\"data row6 col1\" >813</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow6_col2\" class=\"data row6 col2\" >166</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow6_col3\" class=\"data row6 col3\" >12</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow6_col4\" class=\"data row6 col4\" >32</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow6_col5\" class=\"data row6 col5\" >1023</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow6_col6\" class=\"data row6 col6\" >14354</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row7\" class=\"row_heading level0 row7\" >7</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow7_col0\" class=\"data row7 col0\" >Dadra & Nagar Haveli</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow7_col1\" class=\"data row7 col1\" >9</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow7_col2\" class=\"data row7 col2\" >2</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow7_col3\" class=\"data row7 col3\" >1</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow7_col4\" class=\"data row7 col4\" >1</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow7_col5\" class=\"data row7 col5\" >13</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow7_col6\" class=\"data row7 col6\" >568</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row8\" class=\"row_heading level0 row8\" >8</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow8_col0\" class=\"data row8 col0\" >Daman & Diu</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow8_col1\" class=\"data row8 col1\" >4</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow8_col2\" class=\"data row8 col2\" >2</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow8_col3\" class=\"data row8 col3\" >nan</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow8_col4\" class=\"data row8 col4\" >2</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow8_col5\" class=\"data row8 col5\" >8</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow8_col6\" class=\"data row8 col6\" >298</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row9\" class=\"row_heading level0 row9\" >9</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow9_col0\" class=\"data row9 col0\" >Delhi</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow9_col1\" class=\"data row9 col1\" >534</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow9_col2\" class=\"data row9 col2\" >25</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow9_col3\" class=\"data row9 col3\" >9</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow9_col4\" class=\"data row9 col4\" >47</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow9_col5\" class=\"data row9 col5\" >615</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow9_col6\" class=\"data row9 col6\" >20572</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row10\" class=\"row_heading level0 row10\" >10</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow10_col0\" class=\"data row10 col0\" >Goa</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow10_col1\" class=\"data row10 col1\" >31</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow10_col2\" class=\"data row10 col2\" >4</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow10_col3\" class=\"data row10 col3\" >2</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow10_col4\" class=\"data row10 col4\" >3</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow10_col5\" class=\"data row10 col5\" >40</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow10_col6\" class=\"data row10 col6\" >2666</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row11\" class=\"row_heading level0 row11\" >11</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow11_col0\" class=\"data row11 col0\" >Gujarat</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow11_col1\" class=\"data row11 col1\" >1770</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow11_col2\" class=\"data row11 col2\" >385</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow11_col3\" class=\"data row11 col3\" >44</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow11_col4\" class=\"data row11 col4\" >37</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow11_col5\" class=\"data row11 col5\" >2236</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow11_col6\" class=\"data row11 col6\" >41129</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row12\" class=\"row_heading level0 row12\" >12</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow12_col0\" class=\"data row12 col0\" >Haryana</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow12_col1\" class=\"data row12 col1\" >500</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow12_col2\" class=\"data row12 col2\" >131</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow12_col3\" class=\"data row12 col3\" >24</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow12_col4\" class=\"data row12 col4\" >28</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow12_col5\" class=\"data row12 col5\" >683</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow12_col6\" class=\"data row12 col6\" >13841</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row13\" class=\"row_heading level0 row13\" >13</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col0\" class=\"data row13 col0\" >Himachal Pradesh</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col1\" class=\"data row13 col1\" >516</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col2\" class=\"data row13 col2\" >79</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col3\" class=\"data row13 col3\" >61</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col4\" class=\"data row13 col4\" >15</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col5\" class=\"data row13 col5\" >671</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow13_col6\" class=\"data row13 col6\" >8706</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row14\" class=\"row_heading level0 row14\" >14</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col0\" class=\"data row14 col0\" >Jammu & Kashmir</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col1\" class=\"data row14 col1\" >702</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col2\" class=\"data row14 col2\" >87</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col3\" class=\"data row14 col3\" >nan</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col4\" class=\"data row14 col4\" >29</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col5\" class=\"data row14 col5\" >818</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow14_col6\" class=\"data row14 col6\" >11342</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row15\" class=\"row_heading level0 row15\" >15</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col0\" class=\"data row15 col0\" >Jharkhand</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col1\" class=\"data row15 col1\" >343</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col2\" class=\"data row15 col2\" >179</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col3\" class=\"data row15 col3\" >13</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col4\" class=\"data row15 col4\" >23</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col5\" class=\"data row15 col5\" >558</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow15_col6\" class=\"data row15 col6\" >7404</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row16\" class=\"row_heading level0 row16\" >16</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col0\" class=\"data row16 col0\" >Karnataka</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col1\" class=\"data row16 col1\" >2547</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col2\" class=\"data row16 col2\" >207</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col3\" class=\"data row16 col3\" >147</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col4\" class=\"data row16 col4\" >42</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col5\" class=\"data row16 col5\" >2943</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow16_col6\" class=\"data row16 col6\" >56333</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row17\" class=\"row_heading level0 row17\" >17</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col0\" class=\"data row17 col0\" >Kerala</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col1\" class=\"data row17 col1\" >933</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col2\" class=\"data row17 col2\" >229</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col3\" class=\"data row17 col3\" >82</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col4\" class=\"data row17 col4\" >53</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col5\" class=\"data row17 col5\" >1297</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow17_col6\" class=\"data row17 col6\" >39511</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row18\" class=\"row_heading level0 row18\" >18</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col0\" class=\"data row18 col0\" >Lakshadweep</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col1\" class=\"data row18 col1\" >4</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col2\" class=\"data row18 col2\" >3</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col3\" class=\"data row18 col3\" >2</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col4\" class=\"data row18 col4\" >1</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col5\" class=\"data row18 col5\" >10</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow18_col6\" class=\"data row18 col6\" >250</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row19\" class=\"row_heading level0 row19\" >19</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col0\" class=\"data row19 col0\" >Madhya Pradesh</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col1\" class=\"data row19 col1\" >1420</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col2\" class=\"data row19 col2\" >324</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col3\" class=\"data row19 col3\" >72</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col4\" class=\"data row19 col4\" >51</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col5\" class=\"data row19 col5\" >1867</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow19_col6\" class=\"data row19 col6\" >38140</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row20\" class=\"row_heading level0 row20\" >20</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col0\" class=\"data row20 col0\" >Maharashtra</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col1\" class=\"data row20 col1\" >2638</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col2\" class=\"data row20 col2\" >430</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col3\" class=\"data row20 col3\" >101</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col4\" class=\"data row20 col4\" >70</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col5\" class=\"data row20 col5\" >3239</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow20_col6\" class=\"data row20 col6\" >68998</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row21\" class=\"row_heading level0 row21\" >21</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col0\" class=\"data row21 col0\" >Manipur</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col1\" class=\"data row21 col1\" >87</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col2\" class=\"data row21 col2\" >17</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col3\" class=\"data row21 col3\" >1</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col4\" class=\"data row21 col4\" >9</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col5\" class=\"data row21 col5\" >114</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow21_col6\" class=\"data row21 col6\" >2562</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row22\" class=\"row_heading level0 row22\" >22</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col0\" class=\"data row22 col0\" >Meghalaya</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col1\" class=\"data row22 col1\" >138</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col2\" class=\"data row22 col2\" >29</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col3\" class=\"data row22 col3\" >nan</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col4\" class=\"data row22 col4\" >13</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col5\" class=\"data row22 col5\" >180</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow22_col6\" class=\"data row22 col6\" >4585</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row23\" class=\"row_heading level0 row23\" >23</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col0\" class=\"data row23 col0\" >Mizoram</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col1\" class=\"data row23 col1\" >65</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col2\" class=\"data row23 col2\" >10</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col3\" class=\"data row23 col3\" >3</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col4\" class=\"data row23 col4\" >9</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col5\" class=\"data row23 col5\" >87</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow23_col6\" class=\"data row23 col6\" >2312</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row24\" class=\"row_heading level0 row24\" >24</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col0\" class=\"data row24 col0\" >Nagaland</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col1\" class=\"data row24 col1\" >134</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col2\" class=\"data row24 col2\" >21</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col3\" class=\"data row24 col3\" >nan</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col4\" class=\"data row24 col4\" >11</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col5\" class=\"data row24 col5\" >166</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow24_col6\" class=\"data row24 col6\" >1944</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row25\" class=\"row_heading level0 row25\" >25</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col0\" class=\"data row25 col0\" >Odisha</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col1\" class=\"data row25 col1\" >1360</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col2\" class=\"data row25 col2\" >377</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col3\" class=\"data row25 col3\" >27</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col4\" class=\"data row25 col4\" >35</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col5\" class=\"data row25 col5\" >1799</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow25_col6\" class=\"data row25 col6\" >16497</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row26\" class=\"row_heading level0 row26\" >26</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col0\" class=\"data row26 col0\" >Puducherry</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col1\" class=\"data row26 col1\" >40</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col2\" class=\"data row26 col2\" >4</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col3\" class=\"data row26 col3\" >5</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col4\" class=\"data row26 col4\" >4</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col5\" class=\"data row26 col5\" >53</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow26_col6\" class=\"data row26 col6\" >4462</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row27\" class=\"row_heading level0 row27\" >27</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col0\" class=\"data row27 col0\" >Punjab</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col1\" class=\"data row27 col1\" >521</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col2\" class=\"data row27 col2\" >146</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col3\" class=\"data row27 col3\" >47</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col4\" class=\"data row27 col4\" >28</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col5\" class=\"data row27 col5\" >742</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow27_col6\" class=\"data row27 col6\" >13527</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row28\" class=\"row_heading level0 row28\" >28</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col0\" class=\"data row28 col0\" >Rajasthan</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col1\" class=\"data row28 col1\" >2463</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col2\" class=\"data row28 col2\" >579</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col3\" class=\"data row28 col3\" >64</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col4\" class=\"data row28 col4\" >33</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col5\" class=\"data row28 col5\" >3139</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow28_col6\" class=\"data row28 col6\" >51844</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row29\" class=\"row_heading level0 row29\" >29</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow29_col0\" class=\"data row29 col0\" >Sikkim</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow29_col1\" class=\"data row29 col1\" >25</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow29_col2\" class=\"data row29 col2\" >2</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow29_col3\" class=\"data row29 col3\" >1</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow29_col4\" class=\"data row29 col4\" >4</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow29_col5\" class=\"data row29 col5\" >32</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow29_col6\" class=\"data row29 col6\" >1145</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row30\" class=\"row_heading level0 row30\" >30</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow30_col0\" class=\"data row30 col0\" >Tamil Nadu</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow30_col1\" class=\"data row30 col1\" >1854</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow30_col2\" class=\"data row30 col2\" >385</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow30_col3\" class=\"data row30 col3\" >310</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow30_col4\" class=\"data row30 col4\" >32</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow30_col5\" class=\"data row30 col5\" >2581</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow30_col6\" class=\"data row30 col6\" >72616</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row31\" class=\"row_heading level0 row31\" >31</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow31_col0\" class=\"data row31 col0\" >Telangana</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow31_col1\" class=\"data row31 col1\" >788</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow31_col2\" class=\"data row31 col2\" >82</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow31_col3\" class=\"data row31 col3\" >47</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow31_col4\" class=\"data row31 col4\" >15</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow31_col5\" class=\"data row31 col5\" >932</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow31_col6\" class=\"data row31 col6\" >17358</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row32\" class=\"row_heading level0 row32\" >32</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow32_col0\" class=\"data row32 col0\" >Tripura</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow32_col1\" class=\"data row32 col1\" >114</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow32_col2\" class=\"data row32 col2\" >22</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow32_col3\" class=\"data row32 col3\" >12</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow32_col4\" class=\"data row32 col4\" >9</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow32_col5\" class=\"data row32 col5\" >157</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow32_col6\" class=\"data row32 col6\" >4895</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row33\" class=\"row_heading level0 row33\" >33</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow33_col0\" class=\"data row33 col0\" >Uttar Pradesh</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow33_col1\" class=\"data row33 col1\" >3277</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow33_col2\" class=\"data row33 col2\" >671</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow33_col3\" class=\"data row33 col3\" >nan</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow33_col4\" class=\"data row33 col4\" >174</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow33_col5\" class=\"data row33 col5\" >4122</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow33_col6\" class=\"data row33 col6\" >58310</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row34\" class=\"row_heading level0 row34\" >34</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow34_col0\" class=\"data row34 col0\" >Uttarakhand</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow34_col1\" class=\"data row34 col1\" >275</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow34_col2\" class=\"data row34 col2\" >69</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow34_col3\" class=\"data row34 col3\" >19</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow34_col4\" class=\"data row34 col4\" >20</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow34_col5\" class=\"data row34 col5\" >383</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow34_col6\" class=\"data row34 col6\" >6660</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row35\" class=\"row_heading level0 row35\" >35</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow35_col0\" class=\"data row35 col0\" >West Bengal</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow35_col1\" class=\"data row35 col1\" >1374</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow35_col2\" class=\"data row35 col2\" >406</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow35_col3\" class=\"data row35 col3\" >70</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow35_col4\" class=\"data row35 col4\" >55</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow35_col5\" class=\"data row35 col5\" >1905</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow35_col6\" class=\"data row35 col6\" >51163</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7flevel0_row36\" class=\"row_heading level0 row36\" >36</th>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col0\" class=\"data row36 col0\" >All India</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col1\" class=\"data row36 col1\" >29,899</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col2\" class=\"data row36 col2\" >5,568</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col3\" class=\"data row36 col3\" >1,255</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col4\" class=\"data row36 col4\" >1,003</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col5\" class=\"data row36 col5\" >37,725</td>\n",
       "                        <td id=\"T_b9b8ad64_9c2f_11ea_8d1e_5c879c640c7frow36_col6\" class=\"data row36 col6\" >7,39,024</td>\n",
       "            </tr>\n",
       "    </tbody></table>"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x14e61529388>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(\"C:\\\\Users\\\\sahib pratap\\\\Downloads\\\\Hospitals_and_Beds_statewise.csv\")\n",
    "df.style.set_properties(**{'background-color': 'green',\n",
    "                            'color': 'gold',\n",
    "                            'border-color': 'white'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.drop(df.tail(1).index,inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['Unnamed: 6']=df['Unnamed: 6'].map(int)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# No of beds in each state"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'No of beds in each state')"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x1080 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,15))\n",
    "plt.barh(df['Unnamed: 0'],df['Unnamed: 6'],color='green')\n",
    "for index, value in enumerate(df['Unnamed: 6']):\n",
    "    plt.text(value, index, str(value))\n",
    "plt.title('No of beds in each state')    "
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}