IIP_Final.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c694baee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "\n",
    "# plotly\n",
    "import chart_studio.plotly as py\n",
    "from plotly.offline import init_notebook_mode, iplot\n",
    "init_notebook_mode(connected=True)\n",
    "import plotly.graph_objs as go\n",
    "import warnings\n",
    "# ignore warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "# Input data files are available in the \"../input/\" directory.\n",
    "# For example, running this (by clicking run or pressing Shift+Enter) will list the files in the input directory"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "fccc3a4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_ele = pd.read_csv('2015_16_Statewise_Elementary.csv')\n",
    "\n",
    "df_sec = pd.read_csv('2015_16_Statewise_Secondary.csv')\n",
    "\n",
    "world = pd.read_csv('Countries.csv')\n",
    "world.dtypes\n",
    "world.columns = ([\"country\",\"region\",\"population\",\"area\",\"density\",\"coastline\",\"migration\",\"infant_mortality\",\"gdp\",\"literacy\",\"phones\",\"arable\",\"crops\",\"other\",\"climate\",\"birthrate\",\"deathrate\",\"agriculture\",\"industry\",\"service\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "61d296d2",
   "metadata": {},
   "outputs": [],
   "source": [
    "world.country = world.country.astype('category')\n",
    "world.region = world.region.astype('category')\n",
    "world.density = world.density.str.replace(\",\",\".\").astype(float)\n",
    "world.coastline = world.coastline.str.replace(\",\",\".\").astype(float)\n",
    "world.migration = world.migration.str.replace(\",\",\".\").astype(float)\n",
    "world.infant_mortality = world.infant_mortality.str.replace(\",\",\".\").astype(float)\n",
    "world.literacy = world.literacy.str.replace(\",\",\".\").astype(float)\n",
    "world.phones = world.phones.str.replace(\",\",\".\").astype(float)\n",
    "world.arable = world.arable.str.replace(\",\",\".\").astype(float)\n",
    "world.crops = world.crops.str.replace(\",\",\".\").astype(float)\n",
    "world.other = world.other.str.replace(\",\",\".\").astype(float)\n",
    "world.climate = world.climate.str.replace(\",\",\".\").astype(float)\n",
    "world.birthrate = world.birthrate.str.replace(\",\",\".\").astype(float)\n",
    "world.deathrate = world.deathrate.str.replace(\",\",\".\").astype(float)\n",
    "world.agriculture = world.agriculture.str.replace(\",\",\".\").astype(float)\n",
    "world.industry = world.industry.str.replace(\",\",\".\").astype(float)\n",
    "world.service = world.service.str.replace(\",\",\".\").astype(float)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b8e97362",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "colorbar": {
          "title": {
           "text": "Literacy"
          }
         },
         "colorscale": [
          [
           0,
           "rgb(255,255,204)"
          ],
          [
           0.125,
           "rgb(255,237,160)"
          ],
          [
           0.25,
           "rgb(254,217,118)"
          ],
          [
           0.375,
           "rgb(254,178,76)"
          ],
          [
           0.5,
           "rgb(253,141,60)"
          ],
          [
           0.625,
           "rgb(252,78,42)"
          ],
          [
           0.75,
           "rgb(227,26,28)"
          ],
          [
           0.875,
           "rgb(189,0,38)"
          ],
          [
           1,
           "rgb(128,0,38)"
          ]
         ],
         "locationmode": "country names",
         "locations": [
          "Afghanistan ",
          "Albania ",
          "Algeria ",
          "American Samoa ",
          "Andorra ",
          "Angola ",
          "Anguilla ",
          "Antigua & Barbuda ",
          "Argentina ",
          "Armenia ",
          "Aruba ",
          "Australia ",
          "Austria ",
          "Azerbaijan ",
          "Bahamas, The ",
          "Bahrain ",
          "Bangladesh ",
          "Barbados ",
          "Belarus ",
          "Belgium ",
          "Belize ",
          "Benin ",
          "Bermuda ",
          "Bhutan ",
          "Bolivia ",
          "Bosnia & Herzegovina ",
          "Botswana ",
          "Brazil ",
          "British Virgin Is. ",
          "Brunei ",
          "Bulgaria ",
          "Burkina Faso ",
          "Burma ",
          "Burundi ",
          "Cambodia ",
          "Cameroon ",
          "Canada ",
          "Cape Verde ",
          "Cayman Islands ",
          "Central African Rep. ",
          "Chad ",
          "Chile ",
          "China ",
          "Colombia ",
          "Comoros ",
          "Congo, Dem. Rep. ",
          "Congo, Repub. of the ",
          "Cook Islands ",
          "Costa Rica ",
          "Cote d'Ivoire ",
          "Croatia ",
          "Cuba ",
          "Cyprus ",
          "Czech Republic ",
          "Denmark ",
          "Djibouti ",
          "Dominica ",
          "Dominican Republic ",
          "East Timor ",
          "Ecuador ",
          "Egypt ",
          "El Salvador ",
          "Equatorial Guinea ",
          "Eritrea ",
          "Estonia ",
          "Ethiopia ",
          "Faroe Islands ",
          "Fiji ",
          "Finland ",
          "France ",
          "French Guiana ",
          "French Polynesia ",
          "Gabon ",
          "Gambia, The ",
          "Gaza Strip ",
          "Georgia ",
          "Germany ",
          "Ghana ",
          "Gibraltar ",
          "Greece ",
          "Greenland ",
          "Grenada ",
          "Guadeloupe ",
          "Guam ",
          "Guatemala ",
          "Guernsey ",
          "Guinea ",
          "Guinea-Bissau ",
          "Guyana ",
          "Haiti ",
          "Honduras ",
          "Hong Kong ",
          "Hungary ",
          "Iceland ",
          "India ",
          "Indonesia ",
          "Iran ",
          "Iraq ",
          "Ireland ",
          "Isle of Man ",
          "Israel ",
          "Italy ",
          "Jamaica ",
          "Japan ",
          "Jersey ",
          "Jordan ",
          "Kazakhstan ",
          "Kenya ",
          "Kiribati ",
          "Korea, North ",
          "Korea, South ",
          "Kuwait ",
          "Kyrgyzstan ",
          "Laos ",
          "Latvia ",
          "Lebanon ",
          "Lesotho ",
          "Liberia ",
          "Libya ",
          "Liechtenstein ",
          "Lithuania ",
          "Luxembourg ",
          "Macau ",
          "Macedonia ",
          "Madagascar ",
          "Malawi ",
          "Malaysia ",
          "Maldives ",
          "Mali ",
          "Malta ",
          "Marshall Islands ",
          "Martinique ",
          "Mauritania ",
          "Mauritius ",
          "Mayotte ",
          "Mexico ",
          "Micronesia, Fed. St. ",
          "Moldova ",
          "Monaco ",
          "Mongolia ",
          "Montserrat ",
          "Morocco ",
          "Mozambique ",
          "Namibia ",
          "Nauru ",
          "Nepal ",
          "Netherlands ",
          "Netherlands Antilles ",
          "New Caledonia ",
          "New Zealand ",
          "Nicaragua ",
          "Niger ",
          "Nigeria ",
          "N. Mariana Islands ",
          "Norway ",
          "Oman ",
          "Pakistan ",
          "Palau ",
          "Panama ",
          "Papua New Guinea ",
          "Paraguay ",
          "Peru ",
          "Philippines ",
          "Poland ",
          "Portugal ",
          "Puerto Rico ",
          "Qatar ",
          "Reunion ",
          "Romania ",
          "Russia ",
          "Rwanda ",
          "Saint Helena ",
          "Saint Kitts & Nevis ",
          "Saint Lucia ",
          "St Pierre & Miquelon ",
          "Saint Vincent and the Grenadines ",
          "Samoa ",
          "San Marino ",
          "Sao Tome & Principe ",
          "Saudi Arabia ",
          "Senegal ",
          "Serbia ",
          "Seychelles ",
          "Sierra Leone ",
          "Singapore ",
          "Slovakia ",
          "Slovenia ",
          "Solomon Islands ",
          "Somalia ",
          "South Africa ",
          "Spain ",
          "Sri Lanka ",
          "Sudan ",
          "Suriname ",
          "Swaziland ",
          "Sweden ",
          "Switzerland ",
          "Syria ",
          "Taiwan ",
          "Tajikistan ",
          "Tanzania ",
          "Thailand ",
          "Togo ",
          "Tonga ",
          "Trinidad & Tobago ",
          "Tunisia ",
          "Turkey ",
          "Turkmenistan ",
          "Turks & Caicos Is ",
          "Tuvalu ",
          "Uganda ",
          "Ukraine ",
          "United Arab Emirates ",
          "United Kingdom ",
          "United States ",
          "Uruguay ",
          "Uzbekistan ",
          "Vanuatu ",
          "Venezuela ",
          "Vietnam ",
          "Virgin Islands ",
          "Wallis and Futuna ",
          "West Bank ",
          "Western Sahara ",
          "Yemen ",
          "Zambia ",
          "Zimbabwe "
         ],
         "reversescale": true,
         "text": [
          "Afghanistan ",
          "Albania ",
          "Algeria ",
          "American Samoa ",
          "Andorra ",
          "Angola ",
          "Anguilla ",
          "Antigua & Barbuda ",
          "Argentina ",
          "Armenia ",
          "Aruba ",
          "Australia ",
          "Austria ",
          "Azerbaijan ",
          "Bahamas, The ",
          "Bahrain ",
          "Bangladesh ",
          "Barbados ",
          "Belarus ",
          "Belgium ",
          "Belize ",
          "Benin ",
          "Bermuda ",
          "Bhutan ",
          "Bolivia ",
          "Bosnia & Herzegovina ",
          "Botswana ",
          "Brazil ",
          "British Virgin Is. ",
          "Brunei ",
          "Bulgaria ",
          "Burkina Faso ",
          "Burma ",
          "Burundi ",
          "Cambodia ",
          "Cameroon ",
          "Canada ",
          "Cape Verde ",
          "Cayman Islands ",
          "Central African Rep. ",
          "Chad ",
          "Chile ",
          "China ",
          "Colombia ",
          "Comoros ",
          "Congo, Dem. Rep. ",
          "Congo, Repub. of the ",
          "Cook Islands ",
          "Costa Rica ",
          "Cote d'Ivoire ",
          "Croatia ",
          "Cuba ",
          "Cyprus ",
          "Czech Republic ",
          "Denmark ",
          "Djibouti ",
          "Dominica ",
          "Dominican Republic ",
          "East Timor ",
          "Ecuador ",
          "Egypt ",
          "El Salvador ",
          "Equatorial Guinea ",
          "Eritrea ",
          "Estonia ",
          "Ethiopia ",
          "Faroe Islands ",
          "Fiji ",
          "Finland ",
          "France ",
          "French Guiana ",
          "French Polynesia ",
          "Gabon ",
          "Gambia, The ",
          "Gaza Strip ",
          "Georgia ",
          "Germany ",
          "Ghana ",
          "Gibraltar ",
          "Greece ",
          "Greenland ",
          "Grenada ",
          "Guadeloupe ",
          "Guam ",
          "Guatemala ",
          "Guernsey ",
          "Guinea ",
          "Guinea-Bissau ",
          "Guyana ",
          "Haiti ",
          "Honduras ",
          "Hong Kong ",
          "Hungary ",
          "Iceland ",
          "India ",
          "Indonesia ",
          "Iran ",
          "Iraq ",
          "Ireland ",
          "Isle of Man ",
          "Israel ",
          "Italy ",
          "Jamaica ",
          "Japan ",
          "Jersey ",
          "Jordan ",
          "Kazakhstan ",
          "Kenya ",
          "Kiribati ",
          "Korea, North ",
          "Korea, South ",
          "Kuwait ",
          "Kyrgyzstan ",
          "Laos ",
          "Latvia ",
          "Lebanon ",
          "Lesotho ",
          "Liberia ",
          "Libya ",
          "Liechtenstein ",
          "Lithuania ",
          "Luxembourg ",
          "Macau ",
          "Macedonia ",
          "Madagascar ",
          "Malawi ",
          "Malaysia ",
          "Maldives ",
          "Mali ",
          "Malta ",
          "Marshall Islands ",
          "Martinique ",
          "Mauritania ",
          "Mauritius ",
          "Mayotte ",
          "Mexico ",
          "Micronesia, Fed. St. ",
          "Moldova ",
          "Monaco ",
          "Mongolia ",
          "Montserrat ",
          "Morocco ",
          "Mozambique ",
          "Namibia ",
          "Nauru ",
          "Nepal ",
          "Netherlands ",
          "Netherlands Antilles ",
          "New Caledonia ",
          "New Zealand ",
          "Nicaragua ",
          "Niger ",
          "Nigeria ",
          "N. Mariana Islands ",
          "Norway ",
          "Oman ",
          "Pakistan ",
          "Palau ",
          "Panama ",
          "Papua New Guinea ",
          "Paraguay ",
          "Peru ",
          "Philippines ",
          "Poland ",
          "Portugal ",
          "Puerto Rico ",
          "Qatar ",
          "Reunion ",
          "Romania ",
          "Russia ",
          "Rwanda ",
          "Saint Helena ",
          "Saint Kitts & Nevis ",
          "Saint Lucia ",
          "St Pierre & Miquelon ",
          "Saint Vincent and the Grenadines ",
          "Samoa ",
          "San Marino ",
          "Sao Tome & Principe ",
          "Saudi Arabia ",
          "Senegal ",
          "Serbia ",
          "Seychelles ",
          "Sierra Leone ",
          "Singapore ",
          "Slovakia ",
          "Slovenia ",
          "Solomon Islands ",
          "Somalia ",
          "South Africa ",
          "Spain ",
          "Sri Lanka ",
          "Sudan ",
          "Suriname ",
          "Swaziland ",
          "Sweden ",
          "Switzerland ",
          "Syria ",
          "Taiwan ",
          "Tajikistan ",
          "Tanzania ",
          "Thailand ",
          "Togo ",
          "Tonga ",
          "Trinidad & Tobago ",
          "Tunisia ",
          "Turkey ",
          "Turkmenistan ",
          "Turks & Caicos Is ",
          "Tuvalu ",
          "Uganda ",
          "Ukraine ",
          "United Arab Emirates ",
          "United Kingdom ",
          "United States ",
          "Uruguay ",
          "Uzbekistan ",
          "Vanuatu ",
          "Venezuela ",
          "Vietnam ",
          "Virgin Islands ",
          "Wallis and Futuna ",
          "West Bank ",
          "Western Sahara ",
          "Yemen ",
          "Zambia ",
          "Zimbabwe "
         ],
         "type": "choropleth",
         "z": [
          36,
          86.5,
          70,
          97,
          100,
          42,
          95,
          89,
          97.1,
          98.6,
          97,
          100,
          98,
          97,
          95.6,
          89.1,
          43.1,
          97.4,
          99.6,
          98,
          94.1,
          40.9,
          98,
          42.2,
          87.2,
          null,
          79.8,
          86.4,
          97.8,
          93.9,
          98.6,
          26.6,
          85.3,
          51.6,
          69.4,
          79,
          97,
          76.6,
          98,
          51,
          47.5,
          96.2,
          90.9,
          92.5,
          56.5,
          65.5,
          83.8,
          95,
          96,
          50.9,
          98.5,
          97,
          97.6,
          99.9,
          100,
          67.9,
          94,
          84.7,
          58.6,
          92.5,
          57.7,
          80.2,
          85.7,
          58.6,
          99.8,
          42.7,
          null,
          93.7,
          100,
          99,
          83,
          98,
          63.2,
          40.1,
          null,
          99,
          99,
          74.8,
          null,
          97.5,
          null,
          98,
          90,
          99,
          70.6,
          null,
          35.9,
          42.4,
          98.8,
          52.9,
          76.2,
          93.5,
          99.4,
          99.9,
          74,
          87.9,
          79.4,
          40.4,
          98,
          null,
          95.4,
          98.6,
          87.9,
          99,
          null,
          91.3,
          98.4,
          85.1,
          null,
          99,
          97.9,
          83.5,
          97,
          66.4,
          99.8,
          87.4,
          84.8,
          57.5,
          82.6,
          100,
          99.6,
          100,
          94.5,
          null,
          68.9,
          62.7,
          88.7,
          97.2,
          46.4,
          92.8,
          93.7,
          97.7,
          41.7,
          85.6,
          null,
          92.2,
          89,
          99.1,
          99,
          97.8,
          97,
          51.7,
          47.8,
          84,
          null,
          45.2,
          99,
          96.7,
          91,
          99,
          67.5,
          17.6,
          68,
          97,
          100,
          75.8,
          45.7,
          92,
          92.6,
          64.6,
          94,
          90.9,
          92.6,
          99.8,
          93.3,
          94.1,
          82.5,
          88.9,
          98.4,
          99.6,
          70.4,
          97,
          97,
          67,
          99,
          96,
          99.7,
          96,
          79.3,
          78.8,
          40.2,
          93,
          58,
          31.4,
          92.5,
          null,
          99.7,
          null,
          37.8,
          86.4,
          97.9,
          92.3,
          61.1,
          93,
          81.6,
          99,
          99,
          76.9,
          96.1,
          99.4,
          78.2,
          92.6,
          60.9,
          98.5,
          98.6,
          74.2,
          86.5,
          98,
          98,
          null,
          69.9,
          99.7,
          77.9,
          99,
          97,
          98,
          99.3,
          53,
          93.4,
          90.3,
          null,
          50,
          null,
          null,
          50.2,
          80.6,
          90.7
         ]
        }
       ],
       "layout": {
        "geo": {
         "projection": {
          "type": "natural earth"
         },
         "showframe": false
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Literacy Rate per country"
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"13376eb6-7cbd-4d72-9228-91fea0a0a0ce\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"13376eb6-7cbd-4d72-9228-91fea0a0a0ce\")) {                    Plotly.newPlot(                        \"13376eb6-7cbd-4d72-9228-91fea0a0a0ce\",                        [{\"colorbar\": {\"title\": {\"text\": \"Literacy\"}}, \"colorscale\": [[0.0, \"rgb(255,255,204)\"], [0.125, \"rgb(255,237,160)\"], [0.25, \"rgb(254,217,118)\"], [0.375, \"rgb(254,178,76)\"], [0.5, \"rgb(253,141,60)\"], [0.625, \"rgb(252,78,42)\"], [0.75, \"rgb(227,26,28)\"], [0.875, \"rgb(189,0,38)\"], [1.0, \"rgb(128,0,38)\"]], \"locationmode\": \"country names\", \"locations\": [\"Afghanistan \", \"Albania \", \"Algeria \", \"American Samoa \", \"Andorra \", \"Angola \", \"Anguilla \", \"Antigua & Barbuda \", \"Argentina \", \"Armenia \", \"Aruba \", \"Australia \", \"Austria \", \"Azerbaijan \", \"Bahamas, The \", \"Bahrain \", \"Bangladesh \", \"Barbados \", \"Belarus \", \"Belgium \", \"Belize \", \"Benin \", \"Bermuda \", \"Bhutan \", \"Bolivia \", \"Bosnia & Herzegovina \", \"Botswana \", \"Brazil \", \"British Virgin Is. \", \"Brunei \", \"Bulgaria \", \"Burkina Faso \", \"Burma \", \"Burundi \", \"Cambodia \", \"Cameroon \", \"Canada \", \"Cape Verde \", \"Cayman Islands \", \"Central African Rep. \", \"Chad \", \"Chile \", \"China \", \"Colombia \", \"Comoros \", \"Congo, Dem. Rep. \", \"Congo, Repub. of the \", \"Cook Islands \", \"Costa Rica \", \"Cote d'Ivoire \", \"Croatia \", \"Cuba \", \"Cyprus \", \"Czech Republic \", \"Denmark \", \"Djibouti \", \"Dominica \", \"Dominican Republic \", \"East Timor \", \"Ecuador \", \"Egypt \", \"El Salvador \", \"Equatorial Guinea \", \"Eritrea \", \"Estonia \", \"Ethiopia \", \"Faroe Islands \", \"Fiji \", \"Finland \", \"France \", \"French Guiana \", \"French Polynesia \", \"Gabon \", \"Gambia, The \", \"Gaza Strip \", \"Georgia \", \"Germany \", \"Ghana \", \"Gibraltar \", \"Greece \", \"Greenland \", \"Grenada \", \"Guadeloupe \", \"Guam \", \"Guatemala \", \"Guernsey \", \"Guinea \", \"Guinea-Bissau \", \"Guyana \", \"Haiti \", \"Honduras \", \"Hong Kong \", \"Hungary \", \"Iceland \", \"India \", \"Indonesia \", \"Iran \", \"Iraq \", \"Ireland \", \"Isle of Man \", \"Israel \", \"Italy \", \"Jamaica \", \"Japan \", \"Jersey \", \"Jordan \", \"Kazakhstan \", \"Kenya \", \"Kiribati \", \"Korea, North \", \"Korea, South \", \"Kuwait \", \"Kyrgyzstan \", \"Laos \", \"Latvia \", \"Lebanon \", \"Lesotho \", \"Liberia \", \"Libya \", \"Liechtenstein \", \"Lithuania \", \"Luxembourg \", \"Macau \", \"Macedonia \", \"Madagascar \", \"Malawi \", \"Malaysia \", \"Maldives \", \"Mali \", \"Malta \", \"Marshall Islands \", \"Martinique \", \"Mauritania \", \"Mauritius \", \"Mayotte \", \"Mexico \", \"Micronesia, Fed. St. \", \"Moldova \", \"Monaco \", \"Mongolia \", \"Montserrat \", \"Morocco \", \"Mozambique \", \"Namibia \", \"Nauru \", \"Nepal \", \"Netherlands \", \"Netherlands Antilles \", \"New Caledonia \", \"New Zealand \", \"Nicaragua \", \"Niger \", \"Nigeria \", \"N. Mariana Islands \", \"Norway \", \"Oman \", \"Pakistan \", \"Palau \", \"Panama \", \"Papua New Guinea \", \"Paraguay \", \"Peru \", \"Philippines \", \"Poland \", \"Portugal \", \"Puerto Rico \", \"Qatar \", \"Reunion \", \"Romania \", \"Russia \", \"Rwanda \", \"Saint Helena \", \"Saint Kitts & Nevis \", \"Saint Lucia \", \"St Pierre & Miquelon \", \"Saint Vincent and the Grenadines \", \"Samoa \", \"San Marino \", \"Sao Tome & Principe \", \"Saudi Arabia \", \"Senegal \", \"Serbia \", \"Seychelles \", \"Sierra Leone \", \"Singapore \", \"Slovakia \", \"Slovenia \", \"Solomon Islands \", \"Somalia \", \"South Africa \", \"Spain \", \"Sri Lanka \", \"Sudan \", \"Suriname \", \"Swaziland \", \"Sweden \", \"Switzerland \", \"Syria \", \"Taiwan \", \"Tajikistan \", \"Tanzania \", \"Thailand \", \"Togo \", \"Tonga \", \"Trinidad & Tobago \", \"Tunisia \", \"Turkey \", \"Turkmenistan \", \"Turks & Caicos Is \", \"Tuvalu \", \"Uganda \", \"Ukraine \", \"United Arab Emirates \", \"United Kingdom \", \"United States \", \"Uruguay \", \"Uzbekistan \", \"Vanuatu \", \"Venezuela \", \"Vietnam \", \"Virgin Islands \", \"Wallis and Futuna \", \"West Bank \", \"Western Sahara \", \"Yemen \", \"Zambia \", \"Zimbabwe \"], \"reversescale\": true, \"text\": [\"Afghanistan \", \"Albania \", \"Algeria \", \"American Samoa \", \"Andorra \", \"Angola \", \"Anguilla \", \"Antigua & Barbuda \", \"Argentina \", \"Armenia \", \"Aruba \", \"Australia \", \"Austria \", \"Azerbaijan \", \"Bahamas, The \", \"Bahrain \", \"Bangladesh \", \"Barbados \", \"Belarus \", \"Belgium \", \"Belize \", \"Benin \", \"Bermuda \", \"Bhutan \", \"Bolivia \", \"Bosnia & Herzegovina \", \"Botswana \", \"Brazil \", \"British Virgin Is. \", \"Brunei \", \"Bulgaria \", \"Burkina Faso \", \"Burma \", \"Burundi \", \"Cambodia \", \"Cameroon \", \"Canada \", \"Cape Verde \", \"Cayman Islands \", \"Central African Rep. \", \"Chad \", \"Chile \", \"China \", \"Colombia \", \"Comoros \", \"Congo, Dem. Rep. \", \"Congo, Repub. of the \", \"Cook Islands \", \"Costa Rica \", \"Cote d'Ivoire \", \"Croatia \", \"Cuba \", \"Cyprus \", \"Czech Republic \", \"Denmark \", \"Djibouti \", \"Dominica \", \"Dominican Republic \", \"East Timor \", \"Ecuador \", \"Egypt \", \"El Salvador \", \"Equatorial Guinea \", \"Eritrea \", \"Estonia \", \"Ethiopia \", \"Faroe Islands \", \"Fiji \", \"Finland \", \"France \", \"French Guiana \", \"French Polynesia \", \"Gabon \", \"Gambia, The \", \"Gaza Strip \", \"Georgia \", \"Germany \", \"Ghana \", \"Gibraltar \", \"Greece \", \"Greenland \", \"Grenada \", \"Guadeloupe \", \"Guam \", \"Guatemala \", \"Guernsey \", \"Guinea \", \"Guinea-Bissau \", \"Guyana \", \"Haiti \", \"Honduras \", \"Hong Kong \", \"Hungary \", \"Iceland \", \"India \", \"Indonesia \", \"Iran \", \"Iraq \", \"Ireland \", \"Isle of Man \", \"Israel \", \"Italy \", \"Jamaica \", \"Japan \", \"Jersey \", \"Jordan \", \"Kazakhstan \", \"Kenya \", \"Kiribati \", \"Korea, North \", \"Korea, South \", \"Kuwait \", \"Kyrgyzstan \", \"Laos \", \"Latvia \", \"Lebanon \", \"Lesotho \", \"Liberia \", \"Libya \", \"Liechtenstein \", \"Lithuania \", \"Luxembourg \", \"Macau \", \"Macedonia \", \"Madagascar \", \"Malawi \", \"Malaysia \", \"Maldives \", \"Mali \", \"Malta \", \"Marshall Islands \", \"Martinique \", \"Mauritania \", \"Mauritius \", \"Mayotte \", \"Mexico \", \"Micronesia, Fed. St. \", \"Moldova \", \"Monaco \", \"Mongolia \", \"Montserrat \", \"Morocco \", \"Mozambique \", \"Namibia \", \"Nauru \", \"Nepal \", \"Netherlands \", \"Netherlands Antilles \", \"New Caledonia \", \"New Zealand \", \"Nicaragua \", \"Niger \", \"Nigeria \", \"N. Mariana Islands \", \"Norway \", \"Oman \", \"Pakistan \", \"Palau \", \"Panama \", \"Papua New Guinea \", \"Paraguay \", \"Peru \", \"Philippines \", \"Poland \", \"Portugal \", \"Puerto Rico \", \"Qatar \", \"Reunion \", \"Romania \", \"Russia \", \"Rwanda \", \"Saint Helena \", \"Saint Kitts & Nevis \", \"Saint Lucia \", \"St Pierre & Miquelon \", \"Saint Vincent and the Grenadines \", \"Samoa \", \"San Marino \", \"Sao Tome & Principe \", \"Saudi Arabia \", \"Senegal \", \"Serbia \", \"Seychelles \", \"Sierra Leone \", \"Singapore \", \"Slovakia \", \"Slovenia \", \"Solomon Islands \", \"Somalia \", \"South Africa \", \"Spain \", \"Sri Lanka \", \"Sudan \", \"Suriname \", \"Swaziland \", \"Sweden \", \"Switzerland \", \"Syria \", \"Taiwan \", \"Tajikistan \", \"Tanzania \", \"Thailand \", \"Togo \", \"Tonga \", \"Trinidad & Tobago \", \"Tunisia \", \"Turkey \", \"Turkmenistan \", \"Turks & Caicos Is \", \"Tuvalu \", \"Uganda \", \"Ukraine \", \"United Arab Emirates \", \"United Kingdom \", \"United States \", \"Uruguay \", \"Uzbekistan \", \"Vanuatu \", \"Venezuela \", \"Vietnam \", \"Virgin Islands \", \"Wallis and Futuna \", \"West Bank \", \"Western Sahara \", \"Yemen \", \"Zambia \", \"Zimbabwe \"], \"type\": \"choropleth\", \"z\": [36.0, 86.5, 70.0, 97.0, 100.0, 42.0, 95.0, 89.0, 97.1, 98.6, 97.0, 100.0, 98.0, 97.0, 95.6, 89.1, 43.1, 97.4, 99.6, 98.0, 94.1, 40.9, 98.0, 42.2, 87.2, null, 79.8, 86.4, 97.8, 93.9, 98.6, 26.6, 85.3, 51.6, 69.4, 79.0, 97.0, 76.6, 98.0, 51.0, 47.5, 96.2, 90.9, 92.5, 56.5, 65.5, 83.8, 95.0, 96.0, 50.9, 98.5, 97.0, 97.6, 99.9, 100.0, 67.9, 94.0, 84.7, 58.6, 92.5, 57.7, 80.2, 85.7, 58.6, 99.8, 42.7, null, 93.7, 100.0, 99.0, 83.0, 98.0, 63.2, 40.1, null, 99.0, 99.0, 74.8, null, 97.5, null, 98.0, 90.0, 99.0, 70.6, null, 35.9, 42.4, 98.8, 52.9, 76.2, 93.5, 99.4, 99.9, 74.0, 87.9, 79.4, 40.4, 98.0, null, 95.4, 98.6, 87.9, 99.0, null, 91.3, 98.4, 85.1, null, 99.0, 97.9, 83.5, 97.0, 66.4, 99.8, 87.4, 84.8, 57.5, 82.6, 100.0, 99.6, 100.0, 94.5, null, 68.9, 62.7, 88.7, 97.2, 46.4, 92.8, 93.7, 97.7, 41.7, 85.6, null, 92.2, 89.0, 99.1, 99.0, 97.8, 97.0, 51.7, 47.8, 84.0, null, 45.2, 99.0, 96.7, 91.0, 99.0, 67.5, 17.6, 68.0, 97.0, 100.0, 75.8, 45.7, 92.0, 92.6, 64.6, 94.0, 90.9, 92.6, 99.8, 93.3, 94.1, 82.5, 88.9, 98.4, 99.6, 70.4, 97.0, 97.0, 67.0, 99.0, 96.0, 99.7, 96.0, 79.3, 78.8, 40.2, 93.0, 58.0, 31.4, 92.5, null, 99.7, null, 37.8, 86.4, 97.9, 92.3, 61.1, 93.0, 81.6, 99.0, 99.0, 76.9, 96.1, 99.4, 78.2, 92.6, 60.9, 98.5, 98.6, 74.2, 86.5, 98.0, 98.0, null, 69.9, 99.7, 77.9, 99.0, 97.0, 98.0, 99.3, 53.0, 93.4, 90.3, null, 50.0, null, null, 50.2, 80.6, 90.7]}],                        {\"geo\": {\"projection\": {\"type\": \"natural earth\"}, \"showframe\": false}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Literacy Rate per country\"}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('13376eb6-7cbd-4d72-9228-91fea0a0a0ce');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Literacy rates per country\n",
    "data = dict(type='choropleth',\n",
    "locations = world.country,\n",
    "locationmode = 'country names', z = world.literacy,\n",
    "text = world.country, colorbar = {'title':'Literacy'},\n",
    "colorscale = 'YlOrRd', reversescale = True)\n",
    "layout = dict(title='Literacy Rate per country',\n",
    "geo = dict(showframe=False,projection={'type':'natural earth'}))\n",
    "choromap = go.Figure(data = [data],layout = layout)\n",
    "iplot(choromap,validate=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9d0c24e6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['JAMMU & KASHMIR', 'HIMACHAL PRADESH', 'PUNJAB', 'CHANDIGARH',\n",
       "       'UTTARAKHAND', 'HARYANA', 'DELHI', 'RAJASTHAN', 'UTTAR PRADESH',\n",
       "       'BIHAR', 'SIKKIM', 'ARUNACHAL PRADESH', 'NAGALAND', 'MANIPUR',\n",
       "       'MIZORAM', 'TRIPURA', 'MEGHALAYA', 'ASSAM', 'WEST BENGAL',\n",
       "       'JHARKHAND', 'ODISHA', 'CHHATTISGARH', 'MADHYA PRADESH', 'GUJARAT',\n",
       "       'DAMAN & DIU', 'DADRA & NAGAR HAVELI', 'MAHARASHTRA',\n",
       "       'ANDHRA PRADESH', 'KARNATAKA', 'GOA', 'LAKSHADWEEP', 'KERALA',\n",
       "       'TAMIL NADU', 'PUDUCHERRY', 'A & N ISLANDS', 'TELANGANA'],\n",
       "      dtype=object)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(df_ele['STATNAME'].unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "8a1c01e3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Jammu And Kashmir', 'Himachal Pradesh', 'Punjab', 'Chandigarh',\n",
       "       'Uttarakhand', 'Haryana', 'Delhi                         ',\n",
       "       'Rajasthan                     ', 'Uttar Pradesh', 'Bihar',\n",
       "       'Sikkim', 'Arunachal Pradesh', 'Nagaland', 'Manipur',\n",
       "       'Mizoram                       ', 'Tripura',\n",
       "       'Meghalaya                     ', 'Assam',\n",
       "       'West Bengal                   ', 'Jharkhand', 'Odisha',\n",
       "       'Chhattisgarh', 'MADHYA PRADESH', 'Gujarat',\n",
       "       'Daman & Diu                   ', 'Dadra & Nagar Haveli          ',\n",
       "       'Maharashtra', 'Andhra Pradesh                ', 'Karnataka',\n",
       "       'Goa                           ', 'Lakshadweep                   ',\n",
       "       'Kerala', 'Tamil Nadu', 'Puducherry',\n",
       "       'Andaman & Nicobar Islands     ', 'Telangana'], dtype=object)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(df_sec['statname'].unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "051a0135",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "name": "Primary education",
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          68.74,
          83.78,
          76.68,
          86.43,
          79.63,
          76.64,
          86.34,
          67.06,
          69.72,
          63.82,
          82.2,
          66.95,
          80.11,
          79.85,
          91.58,
          87.75,
          75.48,
          73.18,
          77.08,
          67.63,
          73.45,
          71.04,
          70.63,
          79.31,
          87.07,
          77.65,
          82.91,
          67.66,
          75.6,
          87.4,
          92.28,
          93.91,
          80.3,
          86.55,
          86.27,
          66.46
         ]
        },
        {
         "name": "Secondary education",
         "type": "scatter",
         "x": [
          "Jammu And Kashmir",
          "Himachal Pradesh",
          "Punjab",
          "Chandigarh",
          "Uttarakhand",
          "Haryana",
          "Delhi                         ",
          "Rajasthan                     ",
          "Uttar Pradesh",
          "Bihar",
          "Sikkim",
          "Arunachal Pradesh",
          "Nagaland",
          "Manipur",
          "Mizoram                       ",
          "Tripura",
          "Meghalaya                     ",
          "Assam",
          "West Bengal                   ",
          "Jharkhand",
          "Odisha",
          "Chhattisgarh",
          "MADHYA PRADESH",
          "Gujarat",
          "Daman & Diu                   ",
          "Dadra & Nagar Haveli          ",
          "Maharashtra",
          "Andhra Pradesh                ",
          "Karnataka",
          "Goa                           ",
          "Lakshadweep                   ",
          "Kerala",
          "Tamil Nadu",
          "Puducherry",
          "Andaman & Nicobar Islands     ",
          "Telangana"
         ],
         "xaxis": "x2",
         "y": [
          69,
          83,
          75.24,
          85.31,
          80.63,
          76.32,
          86.78,
          66.66,
          68.23,
          63.12,
          82.2,
          66.95,
          80.43,
          79.99,
          89.31,
          86.12,
          75.48,
          73.18,
          77.08,
          67.63,
          73.45,
          71.04,
          70.63,
          79.31,
          85.09,
          77.65,
          82.91,
          67.66,
          75.67,
          87.45,
          91.34,
          94.13,
          81.34,
          87.58,
          84.29,
          null
         ],
         "yaxis": "y2"
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "xaxis": {
         "domain": [
          0,
          0.45
         ]
        },
        "xaxis2": {
         "domain": [
          0.55,
          1
         ]
        },
        "yaxis": {
         "domain": [
          0,
          0.45
         ]
        },
        "yaxis2": {
         "anchor": "x2",
         "domain": [
          0,
          0.45
         ]
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"19cae807-dd88-4097-b12e-b532cd49a4ce\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"19cae807-dd88-4097-b12e-b532cd49a4ce\")) {                    Plotly.newPlot(                        \"19cae807-dd88-4097-b12e-b532cd49a4ce\",                        [{\"name\": \"Primary education\", \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [68.74, 83.78, 76.68, 86.43, 79.63, 76.64, 86.34, 67.06, 69.72, 63.82, 82.2, 66.95, 80.11, 79.85, 91.58, 87.75, 75.48, 73.18, 77.08, 67.63, 73.45, 71.04, 70.63, 79.31, 87.07, 77.65, 82.91, 67.66, 75.6, 87.4, 92.28, 93.91, 80.3, 86.55, 86.27, 66.46]}, {\"name\": \"Secondary education\", \"type\": \"scatter\", \"x\": [\"Jammu And Kashmir\", \"Himachal Pradesh\", \"Punjab\", \"Chandigarh\", \"Uttarakhand\", \"Haryana\", \"Delhi                         \", \"Rajasthan                     \", \"Uttar Pradesh\", \"Bihar\", \"Sikkim\", \"Arunachal Pradesh\", \"Nagaland\", \"Manipur\", \"Mizoram                       \", \"Tripura\", \"Meghalaya                     \", \"Assam\", \"West Bengal                   \", \"Jharkhand\", \"Odisha\", \"Chhattisgarh\", \"MADHYA PRADESH\", \"Gujarat\", \"Daman & Diu                   \", \"Dadra & Nagar Haveli          \", \"Maharashtra\", \"Andhra Pradesh                \", \"Karnataka\", \"Goa                           \", \"Lakshadweep                   \", \"Kerala\", \"Tamil Nadu\", \"Puducherry\", \"Andaman & Nicobar Islands     \", \"Telangana\"], \"xaxis\": \"x2\", \"y\": [69.0, 83.0, 75.24, 85.31, 80.63, 76.32, 86.78, 66.66, 68.23, 63.12, 82.2, 66.95, 80.43, 79.99, 89.31, 86.12, 75.48, 73.18, 77.08, 67.63, 73.45, 71.04, 70.63, 79.31, 85.09, 77.65, 82.91, 67.66, 75.67, 87.45, 91.34, 94.13, 81.34, 87.58, 84.29, null], \"yaxis\": \"y2\"}],                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"xaxis\": {\"domain\": [0, 0.45]}, \"xaxis2\": {\"domain\": [0.55, 1]}, \"yaxis\": {\"domain\": [0, 0.45]}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0, 0.45]}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('19cae807-dd88-4097-b12e-b532cd49a4ce');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#elementary and secondary literacy rate in INDIA\n",
    "trace1 = go.Scatter(\n",
    "      x = df_ele.STATNAME,\n",
    "      y = df_ele.OVERALL_LI,\n",
    "      name = \"Primary education\",\n",
    ")\n",
    "\n",
    "trace2 = go.Scatter(\n",
    "    x=df_sec.statname,\n",
    "    y=df_sec.literacy_rate,\n",
    "    xaxis='x2',\n",
    "    yaxis='y2',\n",
    "    name = \"Secondary education\",\n",
    ")\n",
    "\n",
    "data = [trace1, trace2]\n",
    "layout = go.Layout(\n",
    "    xaxis=dict(\n",
    "        domain=[0, 0.45],\n",
    "    ),\n",
    "    yaxis=dict(\n",
    "        domain=[0, 0.45]\n",
    "    ),\n",
    "    xaxis2=dict(\n",
    "        domain=[0.55, 1]\n",
    "    ),\n",
    "    yaxis2=dict(\n",
    "        domain=[0, 0.45],\n",
    "        anchor='x2'\n",
    "    )\n",
    ")\n",
    "fig = go.Figure(data=data, layout=layout)\n",
    "iplot(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "df8f8104",
   "metadata": {},
   "outputs": [],
   "source": [
    "#add columns total_number of district\n",
    "district_dic = {'WEST BENGAL':23,\n",
    "'UTTARAKHAND':13,\n",
    "'UTTAR PRADESH':75,\n",
    "'TRIPURA':8,\n",
    "'TELANGANA':31,\n",
    "'TAMIL NADU':32,\n",
    "'SIKKIM':4,\n",
    "'RAJASTHAN':33,\n",
    "'PUNJAB':22,\n",
    "'PUDUCHERRY':4,\n",
    "'ODISHA':30,\n",
    "'DELHI':11,\n",
    "'NAGALAND':11,\n",
    "'MIZORAM':8,\n",
    "'MEGHALAYA':11,\n",
    "'MANIPUR':16,\n",
    "'MAHARASHTRA':36,\n",
    "'MADHYA PRADESH':51,\n",
    "'LAKSHADWEEP':1,\n",
    "'KERALA':14,\n",
    "'KARNATAKA':30,\n",
    "'JHARKHAND':24,\n",
    "'JAMMU & KASHMIR':22,\n",
    "'HIMACHAL PRADESH':12,\n",
    "'HARYANA':22,\n",
    "'GUJARAT':33,\n",
    "'GOA':2,\n",
    "'DAMAN & DIU':2,\n",
    "'DADRA & NAGAR HAVELI':1,\n",
    "'CHHATTISGARH':27,\n",
    "'CHANDIGARH':1,\n",
    "'BIHAR':38,\n",
    "'ASSAM':33,\n",
    "'ARUNACHAL PRADESH':21,\n",
    "'ANDHRA PRADESH':13,\n",
    "'A & N ISLANDS':3}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "68bea378",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>AC_YEAR</th>\n",
       "      <th>STATCD</th>\n",
       "      <th>STATNAME</th>\n",
       "      <th>DISTRICTS</th>\n",
       "      <th>BLOCKS</th>\n",
       "      <th>VILLAGES</th>\n",
       "      <th>CLUSTERS</th>\n",
       "      <th>TOTPOPULAT</th>\n",
       "      <th>P_URB_POP</th>\n",
       "      <th>POPULATION_0_6</th>\n",
       "      <th>...</th>\n",
       "      <th>TCHINV</th>\n",
       "      <th>TOTCLS1G</th>\n",
       "      <th>TOTCLS2G</th>\n",
       "      <th>TOTCLS3G</th>\n",
       "      <th>TOTCLS4G</th>\n",
       "      <th>TOTCLS5G</th>\n",
       "      <th>TOTCLS6G</th>\n",
       "      <th>TOTCLS7G</th>\n",
       "      <th>TOT_DISTRICT</th>\n",
       "      <th>PER_DIST</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2015-16</td>\n",
       "      <td>1</td>\n",
       "      <td>JAMMU &amp; KASHMIR</td>\n",
       "      <td>22</td>\n",
       "      <td>201</td>\n",
       "      <td>7263</td>\n",
       "      <td>1628</td>\n",
       "      <td>12549</td>\n",
       "      <td>20.05</td>\n",
       "      <td>16.01</td>\n",
       "      <td>...</td>\n",
       "      <td>1946</td>\n",
       "      <td>41171</td>\n",
       "      <td>62474</td>\n",
       "      <td>7878</td>\n",
       "      <td>564</td>\n",
       "      <td>495</td>\n",
       "      <td>24326</td>\n",
       "      <td>2001</td>\n",
       "      <td>22</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2015-16</td>\n",
       "      <td>2</td>\n",
       "      <td>HIMACHAL PRADESH</td>\n",
       "      <td>12</td>\n",
       "      <td>124</td>\n",
       "      <td>10120</td>\n",
       "      <td>2243</td>\n",
       "      <td>6857</td>\n",
       "      <td>8.69</td>\n",
       "      <td>11.14</td>\n",
       "      <td>...</td>\n",
       "      <td>3053</td>\n",
       "      <td>38307</td>\n",
       "      <td>6930</td>\n",
       "      <td>6909</td>\n",
       "      <td>6498</td>\n",
       "      <td>5445</td>\n",
       "      <td>6151</td>\n",
       "      <td>2717</td>\n",
       "      <td>12</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2 rows × 818 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   AC_YEAR  STATCD          STATNAME  DISTRICTS  BLOCKS  VILLAGES  CLUSTERS  \\\n",
       "0  2015-16       1   JAMMU & KASHMIR         22     201      7263      1628   \n",
       "1  2015-16       2  HIMACHAL PRADESH         12     124     10120      2243   \n",
       "\n",
       "   TOTPOPULAT  P_URB_POP  POPULATION_0_6  ...  TCHINV  TOTCLS1G  TOTCLS2G  \\\n",
       "0       12549      20.05           16.01  ...    1946     41171     62474   \n",
       "1        6857       8.69           11.14  ...    3053     38307      6930   \n",
       "\n",
       "   TOTCLS3G  TOTCLS4G  TOTCLS5G  TOTCLS6G  TOTCLS7G  TOT_DISTRICT  PER_DIST  \n",
       "0      7878       564       495     24326      2001            22     100.0  \n",
       "1      6909      6498      5445      6151      2717            12     100.0  \n",
       "\n",
       "[2 rows x 818 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_ele['TOT_DISTRICT'] = df_ele['STATNAME'].map(district_dic)\n",
    "#df_ele['PER_DIST'] = df_ele.apply(lambda x: (df_ele['DISTRICTS']*100)/df_ele['TOT_DISTRICT'])\n",
    "df_ele['PER_DIST'] = (df_ele.DISTRICTS * 100)/df_ele.TOT_DISTRICT\n",
    "df_ele.head(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "21c46b3d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "mode": "lines+markers",
         "name": "District count",
         "text": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          100,
          100,
          100,
          100,
          100,
          95.45454545454545,
          81.81818181818181,
          100,
          100,
          100,
          100,
          95.23809523809524,
          100,
          56.25,
          100,
          100,
          100,
          81.81818181818181,
          91.30434782608695,
          100,
          100,
          100,
          100,
          100,
          100,
          100,
          100,
          100,
          113.33333333333333,
          100,
          100,
          100,
          93.75,
          100,
          100,
          32.25806451612903
         ]
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Data reported from District (in %) from each state"
        },
        "xaxis": {
         "tickangle": 90,
         "ticklen": 5,
         "zeroline": false
        },
        "yaxis": {
         "title": {
          "text": "Data reported from District (in %)"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"7d874edc-e7fa-4422-88ca-e9e0ef39db78\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"7d874edc-e7fa-4422-88ca-e9e0ef39db78\")) {                    Plotly.newPlot(                        \"7d874edc-e7fa-4422-88ca-e9e0ef39db78\",                        [{\"mode\": \"lines+markers\", \"name\": \"District count\", \"text\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [100.0, 100.0, 100.0, 100.0, 100.0, 95.45454545454545, 81.81818181818181, 100.0, 100.0, 100.0, 100.0, 95.23809523809524, 100.0, 56.25, 100.0, 100.0, 100.0, 81.81818181818181, 91.30434782608695, 100.0, 100.0, 100.0, 100.0, 100.0, 100.0, 100.0, 100.0, 100.0, 113.33333333333333, 100.0, 100.0, 100.0, 93.75, 100.0, 100.0, 32.25806451612903]}],                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Data reported from District (in %) from each state\"}, \"xaxis\": {\"tickangle\": 90, \"ticklen\": 5, \"zeroline\": false}, \"yaxis\": {\"title\": {\"text\": \"Data reported from District (in %)\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('7d874edc-e7fa-4422-88ca-e9e0ef39db78');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = df_ele.STATNAME\n",
    "\n",
    "# Creating trace1\n",
    "trace1 = go.Scatter(\n",
    "                    x = x,\n",
    "                    y = df_ele.PER_DIST,\n",
    "                    mode = \"lines+markers\",\n",
    "                    name = \"District count\",\n",
    "                    text= df_ele.STATNAME)\n",
    "\n",
    "data = [trace1]\n",
    "layout = dict(title = 'Data reported from District (in %) from each state',\n",
    "              xaxis= dict(\n",
    "                  ticklen= 5,\n",
    "                  tickangle=90,\n",
    "                  zeroline= False),\n",
    "                  \n",
    "              yaxis=dict(\n",
    "                    title='Data reported from District (in %)'\n",
    "                )\n",
    "             )\n",
    "fig = dict(data = data, layout = layout)\n",
    "iplot(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "af2d6d3a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "line": {
          "color": "rgba(255,10,10, 0.8)",
          "width": 1
         },
         "mode": "lines+markers",
         "name": "Elementary literacy",
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          68.74,
          83.78,
          76.68,
          86.43,
          79.63,
          76.64,
          86.34,
          67.06,
          69.72,
          63.82,
          82.2,
          66.95,
          80.11,
          79.85,
          91.58,
          87.75,
          75.48,
          73.18,
          77.08,
          67.63,
          73.45,
          71.04,
          70.63,
          79.31,
          87.07,
          77.65,
          82.91,
          67.66,
          75.6,
          87.4,
          92.28,
          93.91,
          80.3,
          86.55,
          86.27,
          66.46
         ]
        },
        {
         "line": {
          "width": 1
         },
         "mode": "lines+markers",
         "name": "Elelmentary male literacy",
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          78.26,
          90.83,
          81.48,
          90.54,
          88.33,
          85.38,
          91.03,
          80.51,
          79.24,
          73.39,
          87.29,
          73.69,
          83.29,
          86.49,
          93.72,
          92.18,
          77.17,
          78.81,
          82.67,
          78.45,
          82.4,
          81.45,
          80.53,
          87.23,
          91.48,
          86.46,
          89.82,
          75.56,
          82.85,
          92.81,
          96.11,
          96.02,
          86.81,
          92.12,
          90.11,
          74.95
         ]
        },
        {
         "line": {
          "dash": "dash",
          "width": 1
         },
         "mode": "lines+markers",
         "name": "Elelmentary female literacy",
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          58.01,
          76.6,
          71.34,
          81.38,
          70.7,
          66.77,
          80.93,
          52.66,
          59.26,
          53.33,
          76.43,
          59.57,
          76.69,
          73.17,
          89.4,
          83.15,
          73.78,
          67.27,
          71.16,
          56.21,
          64.36,
          60.59,
          60.02,
          70.73,
          79.59,
          65.93,
          75.48,
          59.74,
          68.13,
          81.84,
          88.25,
          91.98,
          73.86,
          81.22,
          81.84,
          57.92
         ]
        },
        {
         "line": {
          "dash": "dash",
          "width": 1
         },
         "mode": "lines+markers",
         "name": "secondary literacy rate",
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          69,
          83,
          75.24,
          85.31,
          80.63,
          76.32,
          86.78,
          66.66,
          68.23,
          63.12,
          82.2,
          66.95,
          80.43,
          79.99,
          89.31,
          86.12,
          75.48,
          73.18,
          77.08,
          67.63,
          73.45,
          71.04,
          70.63,
          79.31,
          85.09,
          77.65,
          82.91,
          67.66,
          75.67,
          87.45,
          91.34,
          94.13,
          81.34,
          87.58,
          84.29,
          null
         ]
        },
        {
         "line": {
          "dash": "dot",
          "width": 1
         },
         "mode": "lines+markers",
         "name": "secondary male literacy rate",
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          78.36,
          90.13,
          81.64,
          90.12,
          88.33,
          85.38,
          91.03,
          80.51,
          79.45,
          73.39,
          87.29,
          73.69,
          83.29,
          86.49,
          93.72,
          92.48,
          77.17,
          77.81,
          82.67,
          78.85,
          82.4,
          81.35,
          80.53,
          87.23,
          91.48,
          86.46,
          89.82,
          75.56,
          82.85,
          93.81,
          96.11,
          96.02,
          86.91,
          92.12,
          90.13,
          null
         ]
        },
        {
         "line": {
          "dash": "dot",
          "width": 1
         },
         "mode": "lines+markers",
         "name": "secondary female literacy rate",
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          58.03,
          77.6,
          71.34,
          81.38,
          70.7,
          66.45,
          80.31,
          52.12,
          59.26,
          53.33,
          76.43,
          59.77,
          76.69,
          74.17,
          89.4,
          83.35,
          73.56,
          67.27,
          71.36,
          56.34,
          64.36,
          60.59,
          60.12,
          70.83,
          79.99,
          65.93,
          75.48,
          59.74,
          68.13,
          81.84,
          89.25,
          91.98,
          73.56,
          81.22,
          81.94,
          null
         ]
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Statewise literacy rate in India"
        },
        "xaxis": {
         "tickangle": 90,
         "ticklen": 5,
         "zeroline": false
        },
        "yaxis": {
         "title": {
          "text": "Statewise literacy rate"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"142ecb23-5aa3-4ea9-bc90-b3a070ede4e9\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"142ecb23-5aa3-4ea9-bc90-b3a070ede4e9\")) {                    Plotly.newPlot(                        \"142ecb23-5aa3-4ea9-bc90-b3a070ede4e9\",                        [{\"line\": {\"color\": \"rgba(255,10,10, 0.8)\", \"width\": 1}, \"mode\": \"lines+markers\", \"name\": \"Elementary literacy\", \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [68.74, 83.78, 76.68, 86.43, 79.63, 76.64, 86.34, 67.06, 69.72, 63.82, 82.2, 66.95, 80.11, 79.85, 91.58, 87.75, 75.48, 73.18, 77.08, 67.63, 73.45, 71.04, 70.63, 79.31, 87.07, 77.65, 82.91, 67.66, 75.6, 87.4, 92.28, 93.91, 80.3, 86.55, 86.27, 66.46]}, {\"line\": {\"width\": 1}, \"mode\": \"lines+markers\", \"name\": \"Elelmentary male literacy\", \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [78.26, 90.83, 81.48, 90.54, 88.33, 85.38, 91.03, 80.51, 79.24, 73.39, 87.29, 73.69, 83.29, 86.49, 93.72, 92.18, 77.17, 78.81, 82.67, 78.45, 82.4, 81.45, 80.53, 87.23, 91.48, 86.46, 89.82, 75.56, 82.85, 92.81, 96.11, 96.02, 86.81, 92.12, 90.11, 74.95]}, {\"line\": {\"dash\": \"dash\", \"width\": 1}, \"mode\": \"lines+markers\", \"name\": \"Elelmentary female literacy\", \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [58.01, 76.6, 71.34, 81.38, 70.7, 66.77, 80.93, 52.66, 59.26, 53.33, 76.43, 59.57, 76.69, 73.17, 89.4, 83.15, 73.78, 67.27, 71.16, 56.21, 64.36, 60.59, 60.02, 70.73, 79.59, 65.93, 75.48, 59.74, 68.13, 81.84, 88.25, 91.98, 73.86, 81.22, 81.84, 57.92]}, {\"line\": {\"dash\": \"dash\", \"width\": 1}, \"mode\": \"lines+markers\", \"name\": \"secondary literacy rate\", \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [69.0, 83.0, 75.24, 85.31, 80.63, 76.32, 86.78, 66.66, 68.23, 63.12, 82.2, 66.95, 80.43, 79.99, 89.31, 86.12, 75.48, 73.18, 77.08, 67.63, 73.45, 71.04, 70.63, 79.31, 85.09, 77.65, 82.91, 67.66, 75.67, 87.45, 91.34, 94.13, 81.34, 87.58, 84.29, null]}, {\"line\": {\"dash\": \"dot\", \"width\": 1}, \"mode\": \"lines+markers\", \"name\": \"secondary male literacy rate\", \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [78.36, 90.13, 81.64, 90.12, 88.33, 85.38, 91.03, 80.51, 79.45, 73.39, 87.29, 73.69, 83.29, 86.49, 93.72, 92.48, 77.17, 77.81, 82.67, 78.85, 82.4, 81.35, 80.53, 87.23, 91.48, 86.46, 89.82, 75.56, 82.85, 93.81, 96.11, 96.02, 86.91, 92.12, 90.13, null]}, {\"line\": {\"dash\": \"dot\", \"width\": 1}, \"mode\": \"lines+markers\", \"name\": \"secondary female literacy rate\", \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [58.03, 77.6, 71.34, 81.38, 70.7, 66.45, 80.31, 52.12, 59.26, 53.33, 76.43, 59.77, 76.69, 74.17, 89.4, 83.35, 73.56, 67.27, 71.36, 56.34, 64.36, 60.59, 60.12, 70.83, 79.99, 65.93, 75.48, 59.74, 68.13, 81.84, 89.25, 91.98, 73.56, 81.22, 81.94, null]}],                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Statewise literacy rate in India\"}, \"xaxis\": {\"tickangle\": 90, \"ticklen\": 5, \"zeroline\": false}, \"yaxis\": {\"title\": {\"text\": \"Statewise literacy rate\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('142ecb23-5aa3-4ea9-bc90-b3a070ede4e9');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create and style traces\n",
    "trace0 = go.Scatter(\n",
    "    x = df_ele.STATNAME,\n",
    "    y = df_ele.OVERALL_LI,\n",
    "    mode = \"lines+markers\",\n",
    "    name = 'Elementary literacy',\n",
    "    line = dict(\n",
    "        color = ('rgba(255,10,10, 0.8)'),\n",
    "        width = 1)\n",
    ")\n",
    "trace1 = go.Scatter(\n",
    "    x = df_ele.STATNAME,\n",
    "    y = df_ele.MALE_LIT,\n",
    "    mode = \"lines+markers\",\n",
    "    name = 'Elelmentary male literacy',\n",
    "    line = dict(\n",
    "        width = 1)\n",
    ")\n",
    "trace2 = go.Scatter(\n",
    "    x = df_ele.STATNAME,\n",
    "    y = df_ele.FEMALE_LIT,\n",
    "    mode = \"lines+markers\",\n",
    "    name = 'Elelmentary female literacy',\n",
    "    line = dict(\n",
    "        width = 1,\n",
    "        dash = 'dash') # dash options include 'dash', 'dot', and 'dashdot'\n",
    ")\n",
    "\n",
    "trace3 = go.Scatter(\n",
    "    x = df_ele.STATNAME,\n",
    "    y = df_sec.literacy_rate,\n",
    "    mode = \"lines+markers\",\n",
    "    name = 'secondary literacy rate',\n",
    "    line = dict(\n",
    "        width = 1,\n",
    "        dash = 'dash')\n",
    ")\n",
    "trace4 = go.Scatter(\n",
    "    x = df_ele.STATNAME,\n",
    "    mode = \"lines+markers\",\n",
    "    y = df_sec.male_literacy_rate,\n",
    "    name = 'secondary male literacy rate',\n",
    "    line = dict(\n",
    "        width = 1,\n",
    "        dash = 'dot')\n",
    ")\n",
    "trace5 = go.Scatter(\n",
    "    x = df_ele.STATNAME,\n",
    "    y = df_sec.female_literacy_rate,\n",
    "    mode = \"lines+markers\",\n",
    "    name = 'secondary female literacy rate',\n",
    "    line = dict(\n",
    "        width = 1,\n",
    "        dash = 'dot')\n",
    ")\n",
    "data = [trace0, trace1, trace2, trace3, trace4, trace5]\n",
    "\n",
    "# Edit the layout\n",
    "layout = dict(title = 'Statewise literacy rate in India',\n",
    "                      xaxis= dict(\n",
    "                          ticklen= 5,\n",
    "                          tickangle=90,\n",
    "                          zeroline= False),\n",
    "\n",
    "                      yaxis=dict(\n",
    "                            title='Statewise literacy rate'\n",
    "                        )\n",
    "                     )\n",
    "\n",
    "fig = dict(data=data, layout=layout)\n",
    "iplot(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "2a59c292",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "mode": "lines+markers",
         "name": "Age Group 6 to 10",
         "text": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          1452682,
          588162,
          2447062,
          114473,
          1123220,
          2556187,
          1704499,
          8238091,
          27421871,
          15017838,
          59113,
          174523,
          239278,
          263906,
          118153,
          339817,
          388745,
          3506540,
          7843098,
          4077439,
          3963217,
          2792441,
          8585339,
          5808398,
          22119,
          43860,
          10258679,
          4198314,
          5249682,
          120687,
          5973,
          2586473,
          5534978,
          122695,
          35315,
          3151811
         ]
        },
        {
         "mode": "lines+markers",
         "name": "Age Group 11 to 13",
         "text": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          865656,
          354221,
          1498066,
          67721,
          687598,
          1509213,
          874236,
          4451853,
          14858172,
          6730614,
          29539,
          77791,
          109124,
          121088,
          51193,
          158355,
          167695,
          1838910,
          4549909,
          2013642,
          2351996,
          1626381,
          4989418,
          3596398,
          12424,
          25043,
          6063279,
          2538445,
          3142541,
          73445,
          3805,
          1618453,
          3706996,
          75174,
          22232,
          1966365
         ]
        },
        {
         "mode": "lines+markers",
         "name": "Overall Literacy",
         "text": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          68.74,
          83.78,
          76.68,
          86.43,
          79.63,
          76.64,
          86.34,
          67.06,
          69.72,
          63.82,
          82.2,
          66.95,
          80.11,
          79.85,
          91.58,
          87.75,
          75.48,
          73.18,
          77.08,
          67.63,
          73.45,
          71.04,
          70.63,
          79.31,
          87.07,
          77.65,
          82.91,
          67.66,
          75.6,
          87.4,
          92.28,
          93.91,
          80.3,
          86.55,
          86.27,
          66.46
         ],
         "yaxis": "y2"
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Projected Population vs Literacy"
        },
        "xaxis": {
         "tickangle": 90,
         "ticklen": 5,
         "zeroline": false
        },
        "yaxis": {
         "title": {
          "text": "Projected Population"
         }
        },
        "yaxis2": {
         "overlaying": "y",
         "side": "right",
         "tickfont": {
          "color": "rgb(148, 103, 189)"
         },
         "title": {
          "font": {
           "color": "rgb(148, 103, 189)"
          },
          "text": "Overall Literacy"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"18787c1a-5dcf-4374-a248-a535212054fd\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"18787c1a-5dcf-4374-a248-a535212054fd\")) {                    Plotly.newPlot(                        \"18787c1a-5dcf-4374-a248-a535212054fd\",                        [{\"mode\": \"lines+markers\", \"name\": \"Age Group 6 to 10\", \"text\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [1452682, 588162, 2447062, 114473, 1123220, 2556187, 1704499, 8238091, 27421871, 15017838, 59113, 174523, 239278, 263906, 118153, 339817, 388745, 3506540, 7843098, 4077439, 3963217, 2792441, 8585339, 5808398, 22119, 43860, 10258679, 4198314, 5249682, 120687, 5973, 2586473, 5534978, 122695, 35315, 3151811]}, {\"mode\": \"lines+markers\", \"name\": \"Age Group 11 to 13\", \"text\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [865656, 354221, 1498066, 67721, 687598, 1509213, 874236, 4451853, 14858172, 6730614, 29539, 77791, 109124, 121088, 51193, 158355, 167695, 1838910, 4549909, 2013642, 2351996, 1626381, 4989418, 3596398, 12424, 25043, 6063279, 2538445, 3142541, 73445, 3805, 1618453, 3706996, 75174, 22232, 1966365]}, {\"mode\": \"lines+markers\", \"name\": \"Overall Literacy\", \"text\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [68.74, 83.78, 76.68, 86.43, 79.63, 76.64, 86.34, 67.06, 69.72, 63.82, 82.2, 66.95, 80.11, 79.85, 91.58, 87.75, 75.48, 73.18, 77.08, 67.63, 73.45, 71.04, 70.63, 79.31, 87.07, 77.65, 82.91, 67.66, 75.6, 87.4, 92.28, 93.91, 80.3, 86.55, 86.27, 66.46], \"yaxis\": \"y2\"}],                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Projected Population vs Literacy\"}, \"xaxis\": {\"tickangle\": 90, \"ticklen\": 5, \"zeroline\": false}, \"yaxis\": {\"title\": {\"text\": \"Projected Population\"}}, \"yaxis2\": {\"overlaying\": \"y\", \"side\": \"right\", \"tickfont\": {\"color\": \"rgb(148, 103, 189)\"}, \"title\": {\"font\": {\"color\": \"rgb(148, 103, 189)\"}, \"text\": \"Overall Literacy\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('18787c1a-5dcf-4374-a248-a535212054fd');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Creating trace1\n",
    "trace1 = go.Scatter(\n",
    "                    x = df_ele.STATNAME,\n",
    "                    y = df_ele.TOT_6_10_15,\n",
    "                    mode = \"lines+markers\",\n",
    "                    name = \"Age Group 6 to 10\",\n",
    "                    text= df_ele.STATNAME)\n",
    "trace2 = go.Scatter(\n",
    "                    x = df_ele.STATNAME,\n",
    "                    y = df_ele.TOT_11_13_15,\n",
    "                    mode = \"lines+markers\",\n",
    "                    name = \"Age Group 11 to 13\",\n",
    "                    text= df_ele.STATNAME\n",
    "                    )\n",
    "                    \n",
    "trace3 = go.Scatter(\n",
    "                    x = df_ele.STATNAME,\n",
    "                    y = df_ele.OVERALL_LI,\n",
    "                    mode = \"lines+markers\",\n",
    "                    name = \"Overall Literacy\",\n",
    "                    text= df_ele.STATNAME,\n",
    "                    yaxis='y2')\n",
    "\n",
    "\n",
    "data = [trace1, trace2, trace3]\n",
    "layout = dict(title = 'Projected Population vs Literacy',\n",
    "              xaxis= dict(\n",
    "                  ticklen= 5,\n",
    "                  tickangle=90,\n",
    "                  zeroline= False),\n",
    "                  \n",
    "              yaxis=dict(\n",
    "                    title='Projected Population'\n",
    "                ),\n",
    "              yaxis2=dict(\n",
    "              title='Overall Literacy',\n",
    "              titlefont=dict(\n",
    "               color='rgb(148, 103, 189)'\n",
    "              ),\n",
    "              tickfont=dict(\n",
    "              color='rgb(148, 103, 189)'\n",
    "           ),\n",
    "             overlaying='y',\n",
    "             side='right'\n",
    "         )\n",
    "       )\n",
    "\n",
    "fig = dict(data = data, layout = layout)\n",
    "iplot(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2f25d460",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "mode": "lines+markers",
         "name": "total schools",
         "text": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          28578,
          18024,
          28776,
          201,
          23660,
          22268,
          5751,
          107931,
          245919,
          80166,
          1279,
          4012,
          2799,
          4865,
          3072,
          4844,
          13277,
          65894,
          95723,
          47441,
          68978,
          50705,
          142587,
          44051,
          120,
          323,
          98213,
          60435,
          61739,
          1462,
          41,
          16458,
          57539,
          719,
          410,
          40818
         ]
        },
        {
         "mode": "lines+markers",
         "name": "Schools by Category: Government: Total",
         "text": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          23329,
          15386,
          20488,
          115,
          17505,
          14598,
          2826,
          70664,
          161329,
          71411,
          870,
          3464,
          2092,
          3308,
          2277,
          4322,
          7764,
          50143,
          82737,
          40437,
          58476,
          44387,
          114465,
          33843,
          94,
          275,
          67294,
          44399,
          45556,
          886,
          41,
          4573,
          38200,
          421,
          340,
          28679
         ]
        },
        {
         "mode": "lines+markers",
         "name": "Schools by Category: Private : Total",
         "text": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          5247,
          2637,
          7163,
          80,
          5787,
          6834,
          2925,
          34872,
          80385,
          3477,
          409,
          518,
          707,
          1432,
          791,
          335,
          5398,
          7839,
          9754,
          2586,
          8537,
          6100,
          26452,
          10205,
          26,
          44,
          30383,
          15515,
          16157,
          576,
          0,
          10225,
          19163,
          298,
          70,
          11541
         ]
        },
        {
         "mode": "lines+markers",
         "name": "Overall Literacy",
         "text": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "type": "scatter",
         "x": [
          "JAMMU & KASHMIR",
          "HIMACHAL PRADESH",
          "PUNJAB",
          "CHANDIGARH",
          "UTTARAKHAND",
          "HARYANA",
          "DELHI",
          "RAJASTHAN",
          "UTTAR PRADESH",
          "BIHAR",
          "SIKKIM",
          "ARUNACHAL PRADESH",
          "NAGALAND",
          "MANIPUR",
          "MIZORAM",
          "TRIPURA",
          "MEGHALAYA",
          "ASSAM",
          "WEST BENGAL",
          "JHARKHAND",
          "ODISHA",
          "CHHATTISGARH",
          "MADHYA PRADESH",
          "GUJARAT",
          "DAMAN & DIU",
          "DADRA & NAGAR HAVELI",
          "MAHARASHTRA",
          "ANDHRA PRADESH",
          "KARNATAKA",
          "GOA",
          "LAKSHADWEEP",
          "KERALA",
          "TAMIL NADU",
          "PUDUCHERRY",
          "A & N ISLANDS",
          "TELANGANA"
         ],
         "y": [
          68.74,
          83.78,
          76.68,
          86.43,
          79.63,
          76.64,
          86.34,
          67.06,
          69.72,
          63.82,
          82.2,
          66.95,
          80.11,
          79.85,
          91.58,
          87.75,
          75.48,
          73.18,
          77.08,
          67.63,
          73.45,
          71.04,
          70.63,
          79.31,
          87.07,
          77.65,
          82.91,
          67.66,
          75.6,
          87.4,
          92.28,
          93.91,
          80.3,
          86.55,
          86.27,
          66.46
         ],
         "yaxis": "y2"
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "School type"
        },
        "xaxis": {
         "tickangle": 90,
         "ticklen": 5,
         "zeroline": false
        },
        "yaxis": {
         "title": {
          "text": "School type"
         }
        },
        "yaxis2": {
         "overlaying": "y",
         "side": "right",
         "tickfont": {
          "color": "rgb(148, 103, 189)"
         },
         "title": {
          "font": {
           "color": "rgb(148, 103, 189)"
          },
          "text": "Overall Literacy"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"9b905e19-4679-49af-b411-9a61e3f79bb7\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"9b905e19-4679-49af-b411-9a61e3f79bb7\")) {                    Plotly.newPlot(                        \"9b905e19-4679-49af-b411-9a61e3f79bb7\",                        [{\"mode\": \"lines+markers\", \"name\": \"total schools\", \"text\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [28578, 18024, 28776, 201, 23660, 22268, 5751, 107931, 245919, 80166, 1279, 4012, 2799, 4865, 3072, 4844, 13277, 65894, 95723, 47441, 68978, 50705, 142587, 44051, 120, 323, 98213, 60435, 61739, 1462, 41, 16458, 57539, 719, 410, 40818]}, {\"mode\": \"lines+markers\", \"name\": \"Schools by Category: Government: Total\", \"text\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [23329, 15386, 20488, 115, 17505, 14598, 2826, 70664, 161329, 71411, 870, 3464, 2092, 3308, 2277, 4322, 7764, 50143, 82737, 40437, 58476, 44387, 114465, 33843, 94, 275, 67294, 44399, 45556, 886, 41, 4573, 38200, 421, 340, 28679]}, {\"mode\": \"lines+markers\", \"name\": \"Schools by Category: Private : Total\", \"text\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [5247, 2637, 7163, 80, 5787, 6834, 2925, 34872, 80385, 3477, 409, 518, 707, 1432, 791, 335, 5398, 7839, 9754, 2586, 8537, 6100, 26452, 10205, 26, 44, 30383, 15515, 16157, 576, 0, 10225, 19163, 298, 70, 11541]}, {\"mode\": \"lines+markers\", \"name\": \"Overall Literacy\", \"text\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"type\": \"scatter\", \"x\": [\"JAMMU & KASHMIR\", \"HIMACHAL PRADESH\", \"PUNJAB\", \"CHANDIGARH\", \"UTTARAKHAND\", \"HARYANA\", \"DELHI\", \"RAJASTHAN\", \"UTTAR PRADESH\", \"BIHAR\", \"SIKKIM\", \"ARUNACHAL PRADESH\", \"NAGALAND\", \"MANIPUR\", \"MIZORAM\", \"TRIPURA\", \"MEGHALAYA\", \"ASSAM\", \"WEST BENGAL\", \"JHARKHAND\", \"ODISHA\", \"CHHATTISGARH\", \"MADHYA PRADESH\", \"GUJARAT\", \"DAMAN & DIU\", \"DADRA & NAGAR HAVELI\", \"MAHARASHTRA\", \"ANDHRA PRADESH\", \"KARNATAKA\", \"GOA\", \"LAKSHADWEEP\", \"KERALA\", \"TAMIL NADU\", \"PUDUCHERRY\", \"A & N ISLANDS\", \"TELANGANA\"], \"y\": [68.74, 83.78, 76.68, 86.43, 79.63, 76.64, 86.34, 67.06, 69.72, 63.82, 82.2, 66.95, 80.11, 79.85, 91.58, 87.75, 75.48, 73.18, 77.08, 67.63, 73.45, 71.04, 70.63, 79.31, 87.07, 77.65, 82.91, 67.66, 75.6, 87.4, 92.28, 93.91, 80.3, 86.55, 86.27, 66.46], \"yaxis\": \"y2\"}],                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"School type\"}, \"xaxis\": {\"tickangle\": 90, \"ticklen\": 5, \"zeroline\": false}, \"yaxis\": {\"title\": {\"text\": \"School type\"}}, \"yaxis2\": {\"overlaying\": \"y\", \"side\": \"right\", \"tickfont\": {\"color\": \"rgb(148, 103, 189)\"}, \"title\": {\"font\": {\"color\": \"rgb(148, 103, 189)\"}, \"text\": \"Overall Literacy\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('9b905e19-4679-49af-b411-9a61e3f79bb7');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Creating trace1\n",
    "trace1 = go.Scatter(\n",
    "                    x = df_ele.STATNAME,\n",
    "                    y = df_ele.SCHTOT,\n",
    "                    mode = \"lines+markers\",\n",
    "                    name = \"total schools\",\n",
    "                    text= df_ele.STATNAME)\n",
    "trace2 = go.Scatter(\n",
    "                    x = df_ele.STATNAME,\n",
    "                    y = df_ele.SCHTOTG,\n",
    "                    mode = \"lines+markers\",\n",
    "                    name = \"Schools by Category: Government: Total\",\n",
    "                    text= df_ele.STATNAME)\n",
    "trace3 = go.Scatter(\n",
    "                    x = df_ele.STATNAME,\n",
    "                    y = df_ele.SCHTOTP,\n",
    "                    mode = \"lines+markers\",\n",
    "                    name = \"Schools by Category: Private : Total\",\n",
    "                    text= df_ele.STATNAME)\n",
    "trace4 = go.Scatter(\n",
    "                    x = df_ele.STATNAME,\n",
    "                    y = df_ele.OVERALL_LI,\n",
    "                    mode = \"lines+markers\",\n",
    "                    name = \"Overall Literacy\",\n",
    "                    text= df_ele.STATNAME,\n",
    "                    yaxis='y2')\n",
    "\n",
    "\n",
    "data = [trace1, trace2, trace3, trace4]\n",
    "layout = dict(title = 'School type',\n",
    "              xaxis= dict(\n",
    "                  ticklen= 5,\n",
    "                  tickangle=90,\n",
    "                  zeroline= False),\n",
    "                  \n",
    "              yaxis=dict(\n",
    "                    title='School type'\n",
    "                ),\n",
    "             yaxis2=dict(\n",
    "              title='Overall Literacy',\n",
    "              titlefont=dict(\n",
    "               color='rgb(148, 103, 189)'\n",
    "              ),\n",
    "              tickfont=dict(\n",
    "              color='rgb(148, 103, 189)'\n",
    "           ),\n",
    "             overlaying='y',\n",
    "             side='right'\n",
    "         )\n",
    "    )\n",
    "\n",
    "fig = dict(data = data, layout = layout)\n",
    "iplot(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "719f2983",
   "metadata": {},
   "outputs": [],
   "source": [
    "top_3_elem = df_ele.sort_values(by = 'OVERALL_LI', ascending = False).head(3)\n",
    "bottom_3_elem = df_ele.sort_values(by = 'OVERALL_LI', ascending = True).head(4)\n",
    "bottom_3_elem = bottom_3_elem.drop(35)x_data = top_bottom['STATNAME']\n",
    "\n",
    "fig = go.Figure(data=[\n",
    "    go.Bar(name='SEX RATION',x = x_data, y=top_bottom['SEXRATIO'])\n",
    "])\n",
    "# Change the bar mode\n",
    "fig.update_layout(barmode='group', title=\"SEX RATIO STATEWISE\")\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d4b9a3ab",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>AC_YEAR</th>\n",
       "      <th>STATCD</th>\n",
       "      <th>STATNAME</th>\n",
       "      <th>DISTRICTS</th>\n",
       "      <th>BLOCKS</th>\n",
       "      <th>VILLAGES</th>\n",
       "      <th>CLUSTERS</th>\n",
       "      <th>TOTPOPULAT</th>\n",
       "      <th>P_URB_POP</th>\n",
       "      <th>POPULATION_0_6</th>\n",
       "      <th>...</th>\n",
       "      <th>TCHINV</th>\n",
       "      <th>TOTCLS1G</th>\n",
       "      <th>TOTCLS2G</th>\n",
       "      <th>TOTCLS3G</th>\n",
       "      <th>TOTCLS4G</th>\n",
       "      <th>TOTCLS5G</th>\n",
       "      <th>TOTCLS6G</th>\n",
       "      <th>TOTCLS7G</th>\n",
       "      <th>TOT_DISTRICT</th>\n",
       "      <th>PER_DIST</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>2015-16</td>\n",
       "      <td>32</td>\n",
       "      <td>KERALA</td>\n",
       "      <td>14</td>\n",
       "      <td>166</td>\n",
       "      <td>1907</td>\n",
       "      <td>1375</td>\n",
       "      <td>33388</td>\n",
       "      <td>24.76</td>\n",
       "      <td>9.95</td>\n",
       "      <td>...</td>\n",
       "      <td>675</td>\n",
       "      <td>51419</td>\n",
       "      <td>43025</td>\n",
       "      <td>31335</td>\n",
       "      <td>5327</td>\n",
       "      <td>15449</td>\n",
       "      <td>17752</td>\n",
       "      <td>3936</td>\n",
       "      <td>14</td>\n",
       "      <td>100.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>2015-16</td>\n",
       "      <td>31</td>\n",
       "      <td>LAKSHADWEEP</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>10</td>\n",
       "      <td>9</td>\n",
       "      <td>64</td>\n",
       "      <td>41.86</td>\n",
       "      <td>11.00</td>\n",
       "      <td>...</td>\n",
       "      <td>209</td>\n",
       "      <td>139</td>\n",
       "      <td>150</td>\n",
       "      <td>49</td>\n",
       "      <td>15</td>\n",
       "      <td>28</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>100.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>2015-16</td>\n",
       "      <td>15</td>\n",
       "      <td>MIZORAM</td>\n",
       "      <td>8</td>\n",
       "      <td>36</td>\n",
       "      <td>851</td>\n",
       "      <td>169</td>\n",
       "      <td>1091</td>\n",
       "      <td>40.42</td>\n",
       "      <td>15.17</td>\n",
       "      <td>...</td>\n",
       "      <td>1386</td>\n",
       "      <td>6593</td>\n",
       "      <td>3267</td>\n",
       "      <td>0</td>\n",
       "      <td>4575</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>100.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2015-16</td>\n",
       "      <td>10</td>\n",
       "      <td>BIHAR</td>\n",
       "      <td>38</td>\n",
       "      <td>537</td>\n",
       "      <td>40779</td>\n",
       "      <td>5633</td>\n",
       "      <td>103805</td>\n",
       "      <td>8.36</td>\n",
       "      <td>17.90</td>\n",
       "      <td>...</td>\n",
       "      <td>3614</td>\n",
       "      <td>147323</td>\n",
       "      <td>272919</td>\n",
       "      <td>11332</td>\n",
       "      <td>2481</td>\n",
       "      <td>475</td>\n",
       "      <td>23095</td>\n",
       "      <td>927</td>\n",
       "      <td>38</td>\n",
       "      <td>100.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>2015-16</td>\n",
       "      <td>12</td>\n",
       "      <td>ARUNACHAL PRADESH</td>\n",
       "      <td>20</td>\n",
       "      <td>99</td>\n",
       "      <td>2982</td>\n",
       "      <td>234</td>\n",
       "      <td>1383</td>\n",
       "      <td>16.48</td>\n",
       "      <td>14.66</td>\n",
       "      <td>...</td>\n",
       "      <td>504</td>\n",
       "      <td>8564</td>\n",
       "      <td>9020</td>\n",
       "      <td>820</td>\n",
       "      <td>202</td>\n",
       "      <td>304</td>\n",
       "      <td>2022</td>\n",
       "      <td>206</td>\n",
       "      <td>21</td>\n",
       "      <td>95.238095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>2015-16</td>\n",
       "      <td>8</td>\n",
       "      <td>RAJASTHAN</td>\n",
       "      <td>33</td>\n",
       "      <td>302</td>\n",
       "      <td>41441</td>\n",
       "      <td>10594</td>\n",
       "      <td>68621</td>\n",
       "      <td>19.26</td>\n",
       "      <td>15.31</td>\n",
       "      <td>...</td>\n",
       "      <td>2701</td>\n",
       "      <td>125798</td>\n",
       "      <td>253514</td>\n",
       "      <td>120330</td>\n",
       "      <td>979</td>\n",
       "      <td>5189</td>\n",
       "      <td>86126</td>\n",
       "      <td>1720</td>\n",
       "      <td>33</td>\n",
       "      <td>100.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6 rows × 818 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    AC_YEAR  STATCD           STATNAME  DISTRICTS  BLOCKS  VILLAGES  CLUSTERS  \\\n",
       "31  2015-16      32             KERALA         14     166      1907      1375   \n",
       "30  2015-16      31        LAKSHADWEEP          1       3        10         9   \n",
       "14  2015-16      15            MIZORAM          8      36       851       169   \n",
       "9   2015-16      10              BIHAR         38     537     40779      5633   \n",
       "11  2015-16      12  ARUNACHAL PRADESH         20      99      2982       234   \n",
       "7   2015-16       8          RAJASTHAN         33     302     41441     10594   \n",
       "\n",
       "    TOTPOPULAT  P_URB_POP  POPULATION_0_6  ...  TCHINV  TOTCLS1G  TOTCLS2G  \\\n",
       "31       33388      24.76            9.95  ...     675     51419     43025   \n",
       "30          64      41.86           11.00  ...     209       139       150   \n",
       "14        1091      40.42           15.17  ...    1386      6593      3267   \n",
       "9       103805       8.36           17.90  ...    3614    147323    272919   \n",
       "11        1383      16.48           14.66  ...     504      8564      9020   \n",
       "7        68621      19.26           15.31  ...    2701    125798    253514   \n",
       "\n",
       "    TOTCLS3G  TOTCLS4G  TOTCLS5G  TOTCLS6G  TOTCLS7G  TOT_DISTRICT    PER_DIST  \n",
       "31     31335      5327     15449     17752      3936            14  100.000000  \n",
       "30        49        15        28        11         0             1  100.000000  \n",
       "14         0      4575         0         0         0             8  100.000000  \n",
       "9      11332      2481       475     23095       927            38  100.000000  \n",
       "11       820       202       304      2022       206            21   95.238095  \n",
       "7     120330       979      5189     86126      1720            33  100.000000  \n",
       "\n",
       "[6 rows x 818 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "top_bottom = pd.concat([top_3_elem, bottom_3_elem], axis = 0, sort = False)\n",
    "top_bottom"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "49b1f2da",
   "metadata": {},
   "outputs": [],
   "source": [
    "top_bottom['P_RUR_POP'] = 100 - top_bottom['P_URB_POP']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "c0904369",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "name": "URBAN POPULATION",
         "type": "bar",
         "x": [
          "KERALA",
          "LAKSHADWEEP",
          "MIZORAM",
          "BIHAR",
          "ARUNACHAL PRADESH",
          "RAJASTHAN"
         ],
         "y": [
          24.76,
          41.86,
          40.42,
          8.36,
          16.48,
          19.26
         ]
        },
        {
         "name": "RURAL POPULATION",
         "type": "bar",
         "x": [
          "KERALA",
          "LAKSHADWEEP",
          "MIZORAM",
          "BIHAR",
          "ARUNACHAL PRADESH",
          "RAJASTHAN"
         ],
         "y": [
          75.24,
          58.14,
          59.58,
          91.64,
          83.52,
          80.74
         ]
        }
       ],
       "layout": {
        "barmode": "group",
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "POPULATION DISTRIBUTION STATEWISE"
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"3a369da9-a71a-465b-8fb6-5bce53414312\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"3a369da9-a71a-465b-8fb6-5bce53414312\")) {                    Plotly.newPlot(                        \"3a369da9-a71a-465b-8fb6-5bce53414312\",                        [{\"name\": \"URBAN POPULATION\", \"type\": \"bar\", \"x\": [\"KERALA\", \"LAKSHADWEEP\", \"MIZORAM\", \"BIHAR\", \"ARUNACHAL PRADESH\", \"RAJASTHAN\"], \"y\": [24.76, 41.86, 40.42, 8.36, 16.48, 19.26]}, {\"name\": \"RURAL POPULATION\", \"type\": \"bar\", \"x\": [\"KERALA\", \"LAKSHADWEEP\", \"MIZORAM\", \"BIHAR\", \"ARUNACHAL PRADESH\", \"RAJASTHAN\"], \"y\": [75.24, 58.14, 59.58, 91.64, 83.52, 80.74]}],                        {\"barmode\": \"group\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"POPULATION DISTRIBUTION STATEWISE\"}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('3a369da9-a71a-465b-8fb6-5bce53414312');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x_data = top_bottom['STATNAME']\n",
    "\n",
    "fig = go.Figure(data=[\n",
    "    go.Bar(name='URBAN POPULATION',x = x_data, y=top_bottom['P_URB_POP']),\n",
    "    go.Bar(name='RURAL POPULATION',x = x_data, y=top_bottom['P_RUR_POP'])\n",
    "])\n",
    "# Change the bar mode\n",
    "fig.update_layout(barmode='group', title=\"POPULATION DISTRIBUTION STATEWISE\")\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "27de7e62",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "name": "SEX RATION",
         "type": "bar",
         "x": [
          "KERALA",
          "LAKSHADWEEP",
          "MIZORAM",
          "BIHAR",
          "ARUNACHAL PRADESH",
          "RAJASTHAN"
         ],
         "y": [
          1084,
          946,
          975,
          916,
          920,
          926
         ]
        }
       ],
       "layout": {
        "barmode": "group",
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "SEX RATIO STATEWISE"
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"47bb6b70-3bd0-42bb-a759-900d71535531\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"47bb6b70-3bd0-42bb-a759-900d71535531\")) {                    Plotly.newPlot(                        \"47bb6b70-3bd0-42bb-a759-900d71535531\",                        [{\"name\": \"SEX RATION\", \"type\": \"bar\", \"x\": [\"KERALA\", \"LAKSHADWEEP\", \"MIZORAM\", \"BIHAR\", \"ARUNACHAL PRADESH\", \"RAJASTHAN\"], \"y\": [1084, 946, 975, 916, 920, 926]}],                        {\"barmode\": \"group\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"SEX RATIO STATEWISE\"}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('47bb6b70-3bd0-42bb-a759-900d71535531');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x_data = top_bottom['STATNAME']\n",
    "\n",
    "fig = go.Figure(data=[\n",
    "    go.Bar(name='SEX RATION',x = x_data, y=top_bottom['SEXRATIO'])\n",
    "])\n",
    "# Change the bar mode\n",
    "fig.update_layout(barmode='group', title=\"SEX RATIO STATEWISE\")\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "2e130b79",
   "metadata": {},
   "outputs": [],
   "source": [
    "top_bottom['SC_ST_POP'] = top_bottom.P_SC_POP + top_bottom.P_ST_POP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "dc7a4bf0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "name": "SC AND ST POPULATION",
         "type": "bar",
         "x": [
          "KERALA",
          "LAKSHADWEEP",
          "MIZORAM",
          "BIHAR",
          "ARUNACHAL PRADESH",
          "RAJASTHAN"
         ],
         "y": [
          10.6,
          94.8,
          94.5,
          17.2,
          68.8,
          31.3
         ]
        },
        {
         "name": "SC POPULATION",
         "type": "bar",
         "x": [
          "KERALA",
          "LAKSHADWEEP",
          "MIZORAM",
          "BIHAR",
          "ARUNACHAL PRADESH",
          "RAJASTHAN"
         ],
         "y": [
          9.1,
          0,
          0.1,
          15.9,
          0,
          17.8
         ]
        },
        {
         "name": "ST POPULATION",
         "type": "bar",
         "x": [
          "KERALA",
          "LAKSHADWEEP",
          "MIZORAM",
          "BIHAR",
          "ARUNACHAL PRADESH",
          "RAJASTHAN"
         ],
         "y": [
          1.5,
          94.8,
          94.4,
          1.3,
          68.8,
          13.5
         ]
        }
       ],
       "layout": {
        "barmode": "group",
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "SC AND ST POPULATION STATEWISE"
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"2f37cb7f-d09f-4833-9bec-7feb33b9df3b\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"2f37cb7f-d09f-4833-9bec-7feb33b9df3b\")) {                    Plotly.newPlot(                        \"2f37cb7f-d09f-4833-9bec-7feb33b9df3b\",                        [{\"name\": \"SC AND ST POPULATION\", \"type\": \"bar\", \"x\": [\"KERALA\", \"LAKSHADWEEP\", \"MIZORAM\", \"BIHAR\", \"ARUNACHAL PRADESH\", \"RAJASTHAN\"], \"y\": [10.6, 94.8, 94.5, 17.2, 68.8, 31.3]}, {\"name\": \"SC POPULATION\", \"type\": \"bar\", \"x\": [\"KERALA\", \"LAKSHADWEEP\", \"MIZORAM\", \"BIHAR\", \"ARUNACHAL PRADESH\", \"RAJASTHAN\"], \"y\": [9.1, 0.0, 0.1, 15.9, 0.0, 17.8]}, {\"name\": \"ST POPULATION\", \"type\": \"bar\", \"x\": [\"KERALA\", \"LAKSHADWEEP\", \"MIZORAM\", \"BIHAR\", \"ARUNACHAL PRADESH\", \"RAJASTHAN\"], \"y\": [1.5, 94.8, 94.4, 1.3, 68.8, 13.5]}],                        {\"barmode\": \"group\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"SC AND ST POPULATION STATEWISE\"}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('2f37cb7f-d09f-4833-9bec-7feb33b9df3b');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x_data = top_bottom['STATNAME']\n",
    "\n",
    "fig = go.Figure(data=[\n",
    "    go.Bar(name='SC AND ST POPULATION',x = x_data, y=top_bottom['SC_ST_POP']),\n",
    "    go.Bar(name='SC POPULATION',x = x_data, y=top_bottom['P_SC_POP']),\n",
    "    go.Bar(name='ST POPULATION',x = x_data, y=top_bottom['P_ST_POP'])\n",
    "])\n",
    "# Change the bar mode\n",
    "fig.update_layout(barmode='group', title =\"SC AND ST POPULATION STATEWISE\")\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "29552aa1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "name": "URBAN POPULATION",
         "type": "bar",
         "x": [
          "KERALA",
          "LAKSHADWEEP",
          "MIZORAM",
          "BIHAR",
          "ARUNACHAL PRADESH",
          "RAJASTHAN"
         ],
         "y": [
          255.4943492526431,
          238.4878048780488,
          55.125651041666664,
          271.29271761095725,
          62.889830508474574,
          117.57459858613373
         ]
        }
       ],
       "layout": {
        "barmode": "group",
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "NUMBER OF KIDS PER SCHOOL STATEWISE"
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"97436408-fd1f-4161-91bf-8d7c74504a3b\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"97436408-fd1f-4161-91bf-8d7c74504a3b\")) {                    Plotly.newPlot(                        \"97436408-fd1f-4161-91bf-8d7c74504a3b\",                        [{\"name\": \"URBAN POPULATION\", \"type\": \"bar\", \"x\": [\"KERALA\", \"LAKSHADWEEP\", \"MIZORAM\", \"BIHAR\", \"ARUNACHAL PRADESH\", \"RAJASTHAN\"], \"y\": [255.4943492526431, 238.4878048780488, 55.125651041666664, 271.29271761095725, 62.889830508474574, 117.57459858613373]}],                        {\"barmode\": \"group\", \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"NUMBER OF KIDS PER SCHOOL STATEWISE\"}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('97436408-fd1f-4161-91bf-8d7c74504a3b');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# No. of kids in the age group 6-15, i.e, elementary schoolkids\n",
    "top_bottom['SCHKIDS'] = top_bottom.TOT_6_10_15 + top_bottom.TOT_11_13_15\n",
    "# No. of kids per school\n",
    "top_bottom['KIDSPERSCH'] = top_bottom.SCHKIDS/top_bottom.SCHTOT\n",
    "x_data = top_bottom['STATNAME']\n",
    "\n",
    "fig = go.Figure(data=[\n",
    "    go.Bar(name='URBAN POPULATION',x = x_data, y=top_bottom['KIDSPERSCH'])\n",
    "])\n",
    "# Change the bar mode\n",
    "fig.update_layout(barmode='group', title=\"NUMBER OF KIDS PER SCHOOL STATEWISE\")\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "b85ff1a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "schtotg_avg = (df_ele.SCHTOTG/df_ele.SCHTOT).mean()\n",
    "schtotp_avg = (df_ele.SCHTOTP/df_ele.SCHTOT).mean()\n",
    "schtotm_avg = (df_ele.SCHTOTM/df_ele.SCHTOT).mean()\n",
    "\n",
    "top_3_elem['SCHTOTG_P'] = (top_3_elem.SCHTOTG/top_3_elem.SCHTOT)\n",
    "top_3_elem['SCHTOTP_P'] = (top_3_elem.SCHTOTP/top_3_elem.SCHTOT)\n",
    "top_3_elem['SCHTOTM_P'] = (top_3_elem.SCHTOTM/top_3_elem.SCHTOT)\n",
    "\n",
    "bottom_3_elem['SCHTOTG_P'] = (bottom_3_elem.SCHTOTG/bottom_3_elem.SCHTOT)\n",
    "bottom_3_elem['SCHTOTP_P'] = (bottom_3_elem.SCHTOTP/bottom_3_elem.SCHTOT)\n",
    "bottom_3_elem['SCHTOTM_P'] = (bottom_3_elem.SCHTOTM/bottom_3_elem.SCHTOT)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f7df47e0",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.8.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}