{ "cells": [ { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "##Install and import all the required packages in Pythonpackages for the Python Project.\n", "import geoplot as gplt\n", "import geopandas as gpd" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import geoplot.crs as gcrs\n", "import pandas as pd\n", "import pathlib\n", "import matplotlib.pyplot as plt\n", "import mapclassify as mc\n", "import numpy as np\n", "import imageio\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | KeyID | \n", "OBJECTID | \n", "Shape_Leng | \n", "Shape_Area | \n", "Dist_numbe | \n", "Dist_Name | \n", "geometry | \n", "
---|---|---|---|---|---|---|---|
0 | \n", "1 | \n", "0 | \n", "7.209818e+09 | \n", "7.209818e+09 | \n", "17 | \n", "Chikkamagaluru | \n", "POLYGON ((646368.928 1501649.279, 646419.356 1... | \n", "
1 | \n", "1 | \n", "0 | \n", "4.251288e+09 | \n", "4.251288e+09 | \n", "29 | \n", "Chikkaballapura | \n", "POLYGON ((845727.186 1501783.909, 846421.234 1... | \n", "
2 | \n", "1 | \n", "0 | \n", "5.639345e+09 | \n", "5.639345e+09 | \n", "27 | \n", "Chamarajanagara | \n", "POLYGON ((752250.808 1361335.689, 752225.480 1... | \n", "
3 | \n", "1 | \n", "0 | \n", "5.453491e+09 | \n", "5.453491e+09 | \n", "5 | \n", "Bidar | \n", "MULTIPOLYGON (((767717.940 1968293.755, 767760... | \n", "
4 | \n", "1 | \n", "0 | \n", "2.195914e+09 | \n", "2.195914e+09 | \n", "20 | \n", "Bengaluru (Urban) | \n", "MULTIPOLYGON (((777128.955 1415825.254, 777114... | \n", "
\n", " | Dist_Name | \n", "9/03/2020 | \n", "10/03/2020 | \n", "11/03/2020 | \n", "12/03/2020 | \n", "13/03/2020 | \n", "14/03/2020 | \n", "15/03/2020 | \n", "16/03/2020 | \n", "17/03/2020 | \n", "... | \n", "11/07/2020 | \n", "12/07/2020 | \n", "13/07/2020 | \n", "14/07/2020 | \n", "15/07/2020 | \n", "16/07/2020 | \n", "17/07/2020 | \n", "18/07/2020 | \n", "19/07/2020 | \n", "20/07/2020 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Bagalkot | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "233 | \n", "210 | \n", "214 | \n", "288 | \n", "319 | \n", "346 | \n", "374 | \n", "357 | \n", "394 | \n", "445 | \n", "
1 | \n", "Ballari | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "605 | \n", "648 | \n", "722 | \n", "799 | \n", "874 | \n", "869 | \n", "965 | \n", "1095 | \n", "1080 | \n", "1276 | \n", "
2 | \n", "Belagavi | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "97 | \n", "96 | \n", "121 | \n", "185 | \n", "226 | \n", "300 | \n", "391 | \n", "498 | \n", "583 | \n", "643 | \n", "
3 | \n", "Bengaluru (Rural) | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "192 | \n", "311 | \n", "332 | \n", "346 | \n", "356 | \n", "387 | \n", "420 | \n", "514 | \n", "584 | \n", "792 | \n", "
4 | \n", "Bengaluru (Urban) | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "0 | \n", "0 | \n", "1 | \n", "4 | \n", "3 | \n", "... | \n", "12793 | \n", "14067 | \n", "15052 | \n", "15599 | \n", "17051 | \n", "18828 | \n", "20623 | \n", "22449 | \n", "24316 | \n", "25574 | \n", "
5 rows × 135 columns
\n", "\n", " | 0 | \n", "1 | \n", "2 | \n", "3 | \n", "4 | \n", "5 | \n", "6 | \n", "7 | \n", "8 | \n", "9 | \n", "... | \n", "20 | \n", "21 | \n", "22 | \n", "23 | \n", "24 | \n", "25 | \n", "26 | \n", "27 | \n", "28 | \n", "29 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Dist_Name | \n", "Bagalkot | \n", "Ballari | \n", "Belagavi | \n", "Bengaluru (Rural) | \n", "Bengaluru (Urban) | \n", "Bidar | \n", "Chamarajanagara | \n", "Chikkaballapura | \n", "Chikkamagaluru | \n", "Chitradurga | \n", "... | \n", "Mandya | \n", "Mysuru | \n", "Raichur | \n", "Ramanagara | \n", "Shivamogga | \n", "Tumakuru | \n", "Udupi | \n", "Uttara Kannada | \n", "Vijayapura | \n", "Yadgir | \n", "
9/03/2020 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
10/03/2020 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
11/03/2020 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
12/03/2020 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
5 rows × 30 columns
\n", "\n", " | KeyID | \n", "OBJECTID | \n", "Shape_Leng | \n", "Shape_Area | \n", "Dist_numbe | \n", "Dist_Name | \n", "geometry | \n", "9/03/2020 | \n", "10/03/2020 | \n", "11/03/2020 | \n", "... | \n", "11/07/2020 | \n", "12/07/2020 | \n", "13/07/2020 | \n", "14/07/2020 | \n", "15/07/2020 | \n", "16/07/2020 | \n", "17/07/2020 | \n", "18/07/2020 | \n", "19/07/2020 | \n", "20/07/2020 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "1 | \n", "0 | \n", "7.209818e+09 | \n", "7.209818e+09 | \n", "17 | \n", "Chikkamagaluru | \n", "POLYGON ((646368.928 1501649.279, 646419.356 1... | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "45 | \n", "53 | \n", "54 | \n", "54 | \n", "58 | \n", "66 | \n", "89 | \n", "111 | \n", "145 | \n", "169 | \n", "
1 | \n", "1 | \n", "0 | \n", "4.251288e+09 | \n", "4.251288e+09 | \n", "29 | \n", "Chikkaballapura | \n", "POLYGON ((845727.186 1501783.909, 846421.234 1... | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "140 | \n", "175 | \n", "217 | \n", "230 | \n", "225 | \n", "289 | \n", "319 | \n", "425 | \n", "522 | \n", "582 | \n", "
2 | \n", "1 | \n", "0 | \n", "5.639345e+09 | \n", "5.639345e+09 | \n", "27 | \n", "Chamarajanagara | \n", "POLYGON ((752250.808 1361335.689, 752225.480 1... | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "109 | \n", "121 | \n", "102 | \n", "92 | \n", "83 | \n", "93 | \n", "84 | \n", "118 | \n", "104 | \n", "140 | \n", "
3 | \n", "1 | \n", "0 | \n", "5.453491e+09 | \n", "5.453491e+09 | \n", "5 | \n", "Bidar | \n", "MULTIPOLYGON (((767717.940 1968293.755, 767760... | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "332 | \n", "373 | \n", "396 | \n", "438 | \n", "418 | \n", "466 | \n", "491 | \n", "562 | \n", "585 | \n", "530 | \n", "
4 | \n", "1 | \n", "0 | \n", "2.195914e+09 | \n", "2.195914e+09 | \n", "20 | \n", "Bengaluru (Urban) | \n", "MULTIPOLYGON (((777128.955 1415825.254, 777114... | \n", "1 | \n", "1 | \n", "1 | \n", "... | \n", "12793 | \n", "14067 | \n", "15052 | \n", "15599 | \n", "17051 | \n", "18828 | \n", "20623 | \n", "22449 | \n", "24316 | \n", "25574 | \n", "
5 rows × 141 columns
\n", "\n", " | KeyID | \n", "OBJECTID | \n", "Shape_Leng | \n", "Shape_Area | \n", "Dist_numbe | \n", "Dist_Name | \n", "9/03/2020 | \n", "10/03/2020 | \n", "11/03/2020 | \n", "12/03/2020 | \n", "... | \n", "12/07/2020 | \n", "13/07/2020 | \n", "14/07/2020 | \n", "15/07/2020 | \n", "16/07/2020 | \n", "17/07/2020 | \n", "18/07/2020 | \n", "19/07/2020 | \n", "20/07/2020 | \n", "geometry | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "1 | \n", "0 | \n", "7.209818e+09 | \n", "7.209818e+09 | \n", "17 | \n", "Chikkamagaluru | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "53 | \n", "54 | \n", "54 | \n", "58 | \n", "66 | \n", "89 | \n", "111 | \n", "145 | \n", "169 | \n", "POLYGON ((646368.928 1501649.279, 646419.356 1... | \n", "
1 | \n", "1 | \n", "0 | \n", "4.251288e+09 | \n", "4.251288e+09 | \n", "29 | \n", "Chikkaballapura | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "175 | \n", "217 | \n", "230 | \n", "225 | \n", "289 | \n", "319 | \n", "425 | \n", "522 | \n", "582 | \n", "POLYGON ((845727.186 1501783.909, 846421.234 1... | \n", "
2 | \n", "1 | \n", "0 | \n", "5.639345e+09 | \n", "5.639345e+09 | \n", "27 | \n", "Chamarajanagara | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "121 | \n", "102 | \n", "92 | \n", "83 | \n", "93 | \n", "84 | \n", "118 | \n", "104 | \n", "140 | \n", "POLYGON ((752250.808 1361335.689, 752225.480 1... | \n", "
3 | \n", "1 | \n", "0 | \n", "5.453491e+09 | \n", "5.453491e+09 | \n", "5 | \n", "Bidar | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "373 | \n", "396 | \n", "438 | \n", "418 | \n", "466 | \n", "491 | \n", "562 | \n", "585 | \n", "530 | \n", "MULTIPOLYGON (((767717.940 1968293.755, 767760... | \n", "
4 | \n", "1 | \n", "0 | \n", "2.195914e+09 | \n", "2.195914e+09 | \n", "20 | \n", "Bengaluru (Urban) | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "... | \n", "14067 | \n", "15052 | \n", "15599 | \n", "17051 | \n", "18828 | \n", "20623 | \n", "22449 | \n", "24316 | \n", "25574 | \n", "MULTIPOLYGON (((777128.955 1415825.254, 777114... | \n", "
5 rows × 141 columns
\n", "