Brunswick map and data.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "68c89d83",
   "metadata": {},
   "outputs": [],
   "source": [
    "# import needed libraries and functions\n",
    "\n",
    "import folium\n",
    "import pandas as pd\n",
    "from folium.plugins import BeautifyIcon\n",
    "from folium.features import DivIcon\n",
    "import geopandas as gpd\n",
    "import shapely as sh\n",
    "import numpy as np\n",
    "from math import floor, ceil\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.colors as mcls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a244743e",
   "metadata": {},
   "outputs": [],
   "source": [
    "from geovoronoi import voronoi_regions_from_coords"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1313b4ab",
   "metadata": {},
   "outputs": [],
   "source": [
    "vic_state = gpd.read_file(\"Vic.Maps/STATE_ASSEMBLY_2022.shp\")  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "ccc946ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([144.93524779, -37.79321281, 144.99579797, -37.75326388])"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "brunswick = vic_state[vic_state[\"DISTRICT\"]==\"BRUNSWICK\"]\n",
    "brunswick_crs=brunswick.to_crs(epsg=4326)\n",
    "bounds = brunswick_crs.geometry.total_bounds\n",
    "bounds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "6953a7b3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Projected CRS: EPSG:7899>\n",
       "Name: GDA2020 / Vicgrid\n",
       "Axis Info [cartesian]:\n",
       "- E[east]: Easting (metre)\n",
       "- N[north]: Northing (metre)\n",
       "Area of Use:\n",
       "- name: Australia - Victoria.\n",
       "- bounds: (140.96, -39.2, 150.04, -33.98)\n",
       "Coordinate Operation:\n",
       "- name: Vicgrid\n",
       "- method: Lambert Conic Conformal (2SP)\n",
       "Datum: Geocentric Datum of Australia 2020\n",
       "- Ellipsoid: GRS 1980\n",
       "- Prime Meridian: Greenwich"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "brunswick.geometry.crs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "0b9f57ad",
   "metadata": {},
   "outputs": [],
   "source": [
    "brunswick_json= brunswick_crs.to_json()\n",
    "brunswick_j = folium.GeoJson(data=brunswick_json)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "83432208",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe srcdoc=\"&lt;!DOCTYPE html&gt;\n",
       "&lt;head&gt;    \n",
       "    &lt;meta http-equiv=&quot;content-type&quot; content=&quot;text/html; charset=UTF-8&quot; /&gt;\n",
       "    \n",
       "        &lt;script&gt;\n",
       "            L_NO_TOUCH = false;\n",
       "            L_DISABLE_3D = false;\n",
       "        &lt;/script&gt;\n",
       "    \n",
       "    &lt;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n",
       "    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css&quot;/&gt;\n",
       "    \n",
       "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
       "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
       "            &lt;style&gt;\n",
       "                #map_dd7f6ff352ab21515f38ebfa5bd9c03f {\n",
       "                    position: relative;\n",
       "                    width: 800.0px;\n",
       "                    height: 800.0px;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\n",
       "            &lt;/style&gt;\n",
       "        \n",
       "&lt;/head&gt;\n",
       "&lt;body&gt;    \n",
       "    \n",
       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_dd7f6ff352ab21515f38ebfa5bd9c03f&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;    \n",
       "    \n",
       "            var map_dd7f6ff352ab21515f38ebfa5bd9c03f = L.map(\n",
       "                &quot;map_dd7f6ff352ab21515f38ebfa5bd9c03f&quot;,\n",
       "                {\n",
       "                    center: [-37.77323834166751, 144.9655228800431],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 13,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                    minLong: 144.83524778616803,\n",
       "                    maxLong: 145.09579797391817,\n",
       "                    scrollWheelZoom: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_fb80c645e994eaf1c3f5bc982e6f3e5b = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_dd7f6ff352ab21515f38ebfa5bd9c03f);\n",
       "        \n",
       "    \n",
       "\n",
       "        function geo_json_e28fa631bc263df018b3e539a66491a0_onEachFeature(feature, layer) {\n",
       "            layer.on({\n",
       "            });\n",
       "        };\n",
       "        var geo_json_e28fa631bc263df018b3e539a66491a0 = L.geoJson(null, {\n",
       "                onEachFeature: geo_json_e28fa631bc263df018b3e539a66491a0_onEachFeature,\n",
       "            \n",
       "        });\n",
       "\n",
       "        function geo_json_e28fa631bc263df018b3e539a66491a0_add (data) {\n",
       "            geo_json_e28fa631bc263df018b3e539a66491a0\n",
       "                .addData(data)\n",
       "                .addTo(map_dd7f6ff352ab21515f38ebfa5bd9c03f);\n",
       "        }\n",
       "            geo_json_e28fa631bc263df018b3e539a66491a0_add({&quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [[[144.9801520198334, -37.75728282822568], [144.98015093982818, -37.75733286822593], [144.98015381982464, -37.75736085822631], [144.98016785981733, -37.757405858227536], [144.980190899809, -37.75744581822937], [144.98022293979267, -37.757544818232184], [144.9802470597731, -37.75768683823471], [144.98025101976862, -37.75772184823522], [144.98025101976546, -37.75775082823536], [144.9802567797611, -37.75778187823596], [144.98028197974892, -37.75785387823815], [144.98032697973312, -37.75792785824166], [144.98035397972504, -37.75795881824371], [144.98059085964798, -37.75829082826197], [144.9808028995752, -37.75862283827857], [144.98147897934103, -37.7597008583315], [144.98155601931362, -37.759830818337576], [144.98162009928978, -37.759947818342695], [144.98165609927548, -37.76002179834562], [144.98173709924683, -37.76015679835201], [144.98178209923174, -37.76022384835549], [144.9818288992168, -37.760286848359094], [144.98190701919316, -37.76037981836491], [144.98199197916847, -37.760471798371384], [144.9820729791456, -37.76055279837743], [144.98244197904467, -37.760893808404816], [144.9825600590128, -37.76099883841353], [144.98267705898178, -37.76109783842216], [144.98270189897576, -37.761113858423975], [144.98274005896587, -37.761143828426775], [144.9828210589469, -37.76118882843259], [144.9829258189214, -37.761256868440164], [144.98301077889963, -37.761321848446386], [144.9830248188957, -37.76133579844743], [144.98308709887817, -37.76139780845206], [144.98312381886626, -37.76144883845488], [144.98315081885625, -37.76149779845707], [144.98316809884665, -37.76155881845862], [144.9831698988418, -37.76160084845903], [144.98316377883805, -37.76164485845887], [144.98312597883026, -37.761776798457085], [144.98308889882756, -37.76186085845505], [144.9830557788279, -37.76191080845312], [144.98302985882933, -37.761938798451524], [144.98298989883256, -37.761972818448996], [144.98296289883507, -37.76199279844726], [144.9828937788427, -37.76203284844269], [144.98261405887675, -37.76216586842447], [144.98252081889072, -37.76218584841821], [144.98244593890337, -37.7621888184131], [144.98213705896123, -37.762148858391754], [144.98202797898048, -37.76214579838426], [144.98193401899795, -37.76213481837775], [144.98185985901088, -37.762133828372654], [144.98177093902578, -37.762138868366605], [144.9817057790359, -37.76214984836221], [144.98162693904712, -37.76217180835695], [144.9815959790512, -37.76218386835493], [144.98152685905885, -37.762223828350436], [144.98148977906203, -37.76225379834808], [144.98145593906438, -37.76228583834595], [144.98143397906526, -37.76231283834466], [144.9814148990651, -37.76234487834353], [144.9813900590616, -37.762416878342265], [144.981379979055, -37.76249382834207], [144.98137709904745, -37.76256780834234], [144.98137997904337, -37.762600838342735], [144.98138897903812, -37.76263485834359], [144.98142677902146, -37.76272782834673], [144.98146997900423, -37.762817828350244], [144.98149589899188, -37.762889828352456], [144.98152397898042, -37.762950848354755], [144.981539818973, -37.76299386835609], [144.98161793894153, -37.763158838362486], [144.98164385893304, -37.763195828364495], [144.98167085892283, -37.76324685836661], [144.98170793891256, -37.76328186836941], [144.98172593890666, -37.76330787837081], [144.98176301889697, -37.763337848373524], [144.9818429388777, -37.76338779837931], [144.9818908188672, -37.76340786838271], [144.98194985885365, -37.76343882838693], [144.98199989884301, -37.763456828390446], [144.98215001880885, -37.76353179840121], [144.98219897879713, -37.763561858404735], [144.98223497878902, -37.76357886840731], [144.9823109387723, -37.76361180841272], [144.9823588187625, -37.76362584841608], [144.98245097874485, -37.763640878422486], [144.98253881872898, -37.763646818428526], [144.9827209786974, -37.763646818440996], [144.98279081868594, -37.76364087844575], [144.9828599386741, -37.763639798450455], [144.98296901865444, -37.76364681845794], [144.98310293862963, -37.7636618484672], [144.9832177786074, -37.76368281847518], [144.98343377856412, -37.76373681849031], [144.98353997854244, -37.76376687849778], [144.98361197852705, -37.76379387850289], [144.98366489851486, -37.76382186850663], [144.9836868585092, -37.763838878508295], [144.98372897849734, -37.76388081851142], [144.983784058479, -37.76396181851572], [144.9838477784559, -37.764072878520736], [144.98388809843925, -37.764161798524036], [144.98389493843467, -37.76419284852469], [144.9839118584272, -37.76423487852614], [144.98393201841077, -37.76435385852825], [144.98393597840433, -37.764406868528845], [144.98394893839756, -37.76444880852997], [144.9839478583936, -37.764486878530136], [144.98396405838614, -37.764529808531535], [144.98397305837784, -37.76459181853251], [144.9840169783584, -37.7647008085362], [144.9840698983404, -37.76478180854033], [144.98408897833528, -37.76479881854175], [144.98410301833044, -37.764820868542834], [144.98412101832548, -37.76483787854419], [144.98418905830434, -37.764923828549364], [144.9842628582831, -37.7650018585549], [144.98431181826982, -37.76504586855852], [144.98437193825538, -37.76508285856289], [144.98442377824128, -37.76512983856672], [144.98446697823132, -37.765152878569836], [144.98449397822418, -37.76517582857181], [144.98457677820394, -37.765229828577795], [144.98462681819112, -37.76526780858148], [144.98470709817266, -37.765309838587214], [144.9847798181539, -37.76536680859257], [144.98486585813362, -37.76541585859873], [144.98490293812415, -37.76544384860145], [144.98504693808857, -37.7655418586119], [144.9850778980805, -37.76556687861421], [144.98511893807066, -37.76559180861716], [144.98514197806426, -37.76561385861884], [144.98518301805433, -37.765639868621854], [144.98524997803545, -37.76570682862685], [144.9853039780213, -37.765750838630794], [144.98542097798767, -37.76587386863959], [144.9854540979776, -37.76591382864209], [144.9854879379663, -37.76596386864475], [144.98553905794714, -37.7660588186488], [144.98559701792112, -37.766205878653714], [144.9856200579092, -37.76627886865573], [144.98563085790013, -37.76634483865689], [144.98562905789692, -37.76637786865692], [144.9856200578952, -37.76640783865652], [144.98558585789502, -37.76646381865451], [144.98555489789638, -37.766500808652616], [144.9854648979021, -37.76659179864705], [144.9854159379059, -37.766634818643944], [144.98528309791786, -37.7667368786355], [144.98520785792547, -37.76678682863066], [144.9851329779337, -37.7668308386258], [144.9850807779397, -37.766858828622425], [144.98502389794714, -37.766880878618636], [144.98488385796435, -37.76694585860947], [144.9847960179742, -37.76699580860365], [144.984775857976, -37.76701083860249], [144.98474777797935, -37.767024878600665], [144.98471789798182, -37.76704980859877], [144.98468297798584, -37.76706879859646], [144.9846008979929, -37.76713485859127], [144.98456381799497, -37.767174818588984], [144.98454977799446, -37.7672018185882], [144.98453681799074, -37.76725680858766], [144.98452709798525, -37.76732286858739], [144.9845119779705, -37.76748279858735], [144.98450189796506, -37.76754885858708], [144.984488937963, -37.76758881858643], [144.9844838979606, -37.76761887858629], [144.9844698579587, -37.76765883858556], [144.9844608579552, -37.76770482858522], [144.98444789795326, -37.7677437985846], [144.98443889794993, -37.767788798584256], [144.98442593794783, -37.76782884858363], [144.9844090179411, -37.767917858583], [144.98440001792952, -37.768038818583136], [144.98439497790585, -37.7682648085842], [144.98438201790032, -37.76833680858374], [144.98437697788694, -37.76846784858424], [144.9843859778773, -37.76854182858532], [144.98438381786903, -37.76862183858564], [144.9843668978651, -37.7686848385849], [144.9843629378595, -37.76874279858496], [144.98430209784442, -37.76897886858229], [144.9842948978389, -37.76904087858216], [144.98429597783374, -37.769086868582555], [144.98428481782076, -37.76922384858264], [144.98426681781643, -37.7692928785818], [144.9842560178093, -37.76937585858159], [144.9842398178058, -37.76943381858083], [144.9842279377987, -37.76951787858054], [144.9842009377918, -37.769624798579365], [144.98420381778706, -37.76966385857982], [144.98418581777568, -37.769796878579406], [144.98419193776888, -37.76984979858015], [144.9841717777576, -37.769985878579625], [144.98416493775, -37.77006687857966], [144.98416781774168, -37.770138878580255], [144.984185097724, -37.77027387858232], [144.98422181769996, -37.770436868585726], [144.9842617776699, -37.77064980858989], [144.98427005766578, -37.770674828590614], [144.98427401766062, -37.77071586859113], [144.98428589765533, -37.770745838592134], [144.9842909376501, -37.770785798592726], [144.98431109764158, -37.77083187859439], [144.98431901763618, -37.770868868595144], [144.98438597760546, -37.77104481860083], [144.9844169375937, -37.77110385860333], [144.98444105758313, -37.77116280860534], [144.9844698575742, -37.77119880860753], [144.98448389756896, -37.77122481860867], [144.98463077752308, -37.77141282861987], [144.9847070975006, -37.77149787862564], [144.9847679374816, -37.77157581863028], [144.9848860174466, -37.77170982863919], [144.98505485739688, -37.77189783865192], [144.98522981734678, -37.77207981866501], [144.98542997729146, -37.77226980867989], [144.9859159771589, -37.772714858715915], [144.986038017127, -37.77281385872489], [144.9862849770595, -37.77304083874319], [144.98635409703851, -37.77312381874844], [144.98643509701142, -37.773243878754734], [144.98645201700634, -37.77326385875601], [144.9864840569949, -37.77331785875853], [144.9865528169749, -37.77339183876369], [144.98658989696207, -37.77345087876659], [144.98663201695015, -37.77349380876978], [144.98667305694042, -37.773517838772726], [144.9866939369342, -37.773541868774274], [144.98670689693097, -37.773550868775246], [144.98675585691583, -37.77361179877885], [144.9867659369115, -37.77363582877985], [144.98678789690453, -37.77366480878152], [144.98679581690087, -37.773685868782174], [144.98679905689835, -37.77370386878251], [144.9868087768948, -37.77372087878327], [144.9868098568927, -37.77373887878347], [144.98682893688374, -37.77379080878506], [144.98682893687646, -37.77385785878549], [144.9868429768662, -37.77392985878691], [144.98684405685873, -37.77399681878742], [144.98684981684872, -37.7740797987883], [144.98684981683385, -37.774216868789146], [144.98684081683083, -37.7742588087888], [144.9868429768235, -37.774322798789335], [144.9868508968203, -37.77433980879], [144.98686709681516, -37.77436086879125], [144.98687105681188, -37.77438480879163], [144.9868858168078, -37.77439884879276], [144.98689085680468, -37.77441981879322], [144.98693801679215, -37.7744598687967], [144.98696105678314, -37.77450585879856], [144.98703377676262, -37.77457884880399], [144.98717201672505, -37.77470385881422], [144.98718605671968, -37.77473085881536], [144.98722709670832, -37.77476982881841], [144.98729693669134, -37.77481482882347], [144.98734085668133, -37.77483687882659], [144.9874589366558, -37.774883858835], [144.9874988966482, -37.774889798837755], [144.9875197766437, -37.77489780883923], [144.9875669366349, -37.77490383884249], [144.9876580166193, -37.77490185884873], [144.9878650165859, -37.774878818862646], [144.987911816579, -37.77486783886587], [144.98799101656567, -37.7748638788713], [144.98801693656165, -37.77485982887303], [144.98809181654843, -37.774861808878185], [144.9881508565375, -37.77486882888227], [144.98821385652522, -37.77488079888665], [144.98828909651004, -37.77490086889193], [144.9883229365024, -37.77491679889435], [144.98837585649147, -37.77493281889808], [144.9884068164844, -37.77494883890026], [144.98845901647394, -37.774961798903924], [144.9884748564703, -37.7749698089051], [144.9885230964612, -37.77497682890839], [144.9885328164595, -37.77497682890907], [144.98856089645375, -37.77498483891104], [144.98859005644675, -37.775002838913146], [144.98861381644002, -37.77502686891495], [144.98864477642783, -37.77508986891743], [144.98866385641267, -37.775198858919445], [144.98869985638936, -37.77535581892287], [144.98870597638188, -37.77541485892363], [144.98870489637935, -37.77543987892372], [144.98868581637103, -37.77554679892306], [144.98867105636785, -37.775599808922415], [144.988655936367, -37.775631848921535], [144.98863685636343, -37.77569484892066], [144.9885990563651, -37.77573984891834], [144.98857997636168, -37.77580185891744], [144.98855585636042, -37.775851808916066], [144.98853785635748, -37.7759078789152], [144.98853209635368, -37.77595179891507], [144.98851877635164, -37.77599184891441], [144.9885079763418, -37.776099848914335], [144.9885119363294, -37.776207848915284], [144.98853101630638, -37.77638883891772], [144.9885547762918, -37.77648486891992], [144.98858897627667, -37.77656982892278], [144.98864585625572, -37.77667179892734], [144.98870381623678, -37.7767538789318], [144.98875097622187, -37.77681579893545], [144.98884781619333, -37.77692379894272], [144.98894105616677, -37.777019828949726], [144.98902493614438, -37.77709182895587], [144.9891300561176, -37.777170848963586], [144.98918009610674, -37.77719082896713], [144.98922185609644, -37.77721881897018], [144.98925101608856, -37.777244828972286], [144.9892657760826, -37.777275878973484], [144.98940293604318, -37.777419878983835], [144.9895537760028, -37.777550828994954], [144.98962577597783, -37.77766584900058], [144.98978093591964, -37.777953849013], [144.9898370958937, -37.778102799017745], [144.98988281585403, -37.7783948490227], [144.9898979358159, -37.77872181902578], [144.98992781579017, -37.77891081902898], [144.98998001573156, -37.77936684903539], [144.9900469756969, -37.77957879904129], [144.9901049356746, -37.77969183904598], [144.99023381563907, -37.77981279905553], [144.99046997558827, -37.77990387907228], [144.99084689551233, -37.78000179909866], [144.99131489542438, -37.78006380913112], [144.99175481533777, -37.78015884916179], [144.99188189531029, -37.78020879917081], [144.9919538952915, -37.78026684917611], [144.9919859352673, -37.78043883917938], [144.99200177525103, -37.78056285918123], [144.9920089752164, -37.7808698491836], [144.99197297521667, -37.780924839181495], [144.99187577522275, -37.78102383917545], [144.99183509522462, -37.78107180917299], [144.99181277522402, -37.781112849171706], [144.99179909522076, -37.78116486917108], [144.9918858551692, -37.78150083917908], [144.99191681514773, -37.78164879918213], [144.9919538951079, -37.7819558791866], [144.99194993509502, -37.78208079918708], [144.99197189506685, -37.78230480919002], [144.99199889504666, -37.78244781919271], [144.99210185501434, -37.78258083920062], [144.99222677498497, -37.78265184920959], [144.99245501493866, -37.78271385922557], [144.99282293486092, -37.78284183925161], [144.9932380147719, -37.78299879928099], [144.99360593469157, -37.78315080930713], [144.993816894643, -37.78326087932225], [144.99392201461967, -37.783307859329746], [144.99407285458418, -37.78339380934058], [144.9942859745281, -37.78356984935627], [144.9943687745032, -37.78366686936255], [144.9944040544939, -37.783695849365174], [144.99445877447835, -37.78375182936923], [144.99448685447098, -37.78377486937131], [144.99452285446017, -37.78381680937404], [144.99458297444397, -37.78386981937847], [144.99463985442944, -37.78391283938265], [144.99478385439434, -37.784005809393065], [144.99486197437383, -37.78406979939882], [144.99489581436262, -37.784118849401445], [144.99492785435413, -37.784145849403835], [144.99496709434237, -37.78419183940682], [144.99498905433518, -37.78422279940846], [144.99501389432902, -37.784239809410266], [144.9950509743186, -37.78427679941308], [144.99511109430304, -37.784323869417484], [144.99533609424867, -37.78446480943375], [144.99543401422443, -37.78453185944088], [144.99550385420653, -37.784584869446], [144.9955639741901, -37.78463985945043], [144.99560177417857, -37.78468584945331], [144.9955200541849, -37.78475784944817], [144.9954318541911, -37.78484181944263], [144.9953839741944, -37.78488780943968], [144.995346894197, -37.78492281943735], [144.9951150542132, -37.785143859422824], [144.99519605419053, -37.785222879428886], [144.99548009409767, -37.78562382945082], [144.9956647740249, -37.78599885946575], [144.9957608939708, -37.78634283947449], [144.99579797391817, -37.786767819479664], [144.9957500939068, -37.78694880947752], [144.9956539739199, -37.78698183947112], [144.99528497397012, -37.787108829446666], [144.99520397398138, -37.78713384944126], [144.9948288540344, -37.78724481941625], [144.9936808141913, -37.78763280934004], [144.9934957742168, -37.78769382932774], [144.9931908542589, -37.787792829307506], [144.99210509440766, -37.78815687923541], [144.99093689456095, -37.78861083915825], [144.99087497456895, -37.78863585915418], [144.9905729346076, -37.78876185913429], [144.99045881462231, -37.78880883912673], [144.98942885475435, -37.78923786905892], [144.98900909480824, -37.78941183903123], [144.98711981505053, -37.79019780890679], [144.98694989507226, -37.790268818895605], [144.98590805520604, -37.790700818826984], [144.98568089523513, -37.79079585881201], [144.98517509530004, -37.791005828778715], [144.98458505537587, -37.79124981873983], [144.98408609543995, -37.791456818707], [144.98394605545792, -37.791514868697746], [144.98382509547346, -37.79156481868978], [144.9835000155152, -37.791699818668384], [144.98334989553453, -37.79176182865847], [144.98304893557315, -37.79188683863867], [144.9826648156224, -37.79204685861339], [144.98222993567828, -37.79222685858473], [144.98175977573865, -37.792421798553754], [144.98129897579793, -37.79261187852341], [144.9802880959318, -37.79299383845664], [144.98011097595668, -37.79304783844484], [144.97985285598992, -37.793153858427864], [144.9793520960818, -37.79310786839328], [144.97885385617496, -37.79304585835884], [144.97833797627032, -37.792991858323205], [144.97729181646335, -37.79288583825097], [144.97701785651242, -37.792871798232134], [144.97664201657813, -37.79286684820639], [144.97621505664887, -37.79289780817739], [144.97607897666842, -37.792934798168304], [144.97572185671967, -37.793033798144485], [144.97476101689753, -37.79293083807812], [144.973737897087, -37.79282085800748], [144.9719170174241, -37.792625827881714], [144.97184501743732, -37.79261880787678], [144.9713550575281, -37.79256579784293], [144.96987689780178, -37.7924068577409], [144.96839585807612, -37.79224683763862], [144.96832889808695, -37.79225385763407], [144.96828281809377, -37.79226483763099], [144.96823493809993, -37.79228481762784], [144.96819281810428, -37.79231181762513], [144.96817085810625, -37.792328827623756], [144.96812081810702, -37.79240181762075], [144.9680448581101, -37.79249487761618], [144.96798185811372, -37.79256183761227], [144.96789185812014, -37.79264679760665], [144.96781985812598, -37.79270781760209], [144.9677449781328, -37.792764877597335], [144.96763805814354, -37.79283687759046], [144.9675250181561, -37.79290185758314], [144.9674368181665, -37.79294685757739], [144.9673147781817, -37.79300184756942], [144.9672208181941, -37.793037847563184], [144.96712397820744, -37.79306979755676], [144.96699185822635, -37.79310687754795], [144.96685685824653, -37.79313684753891], [144.96673985826473, -37.79315583753105], [144.96673877826493, -37.79315583753097], [144.96673697826526, -37.79315583753085], [144.96665093827897, -37.79316681752503], [144.96622685834834, -37.7932058774963], [144.9660670183753, -37.79321280748541], [144.96590609840322, -37.79321280747439], [144.96574589843178, -37.79320587746341], [144.9655860584609, -37.793192827452394], [144.96542801849037, -37.79317383744148], [144.96526997852064, -37.79314782743051], [144.9652109385323, -37.79313486742639], [144.96511481855114, -37.79311479741967], [144.96496181858188, -37.79307582740901], [144.9648120586128, -37.79303082739846], [144.96466481864388, -37.79297979738811], [144.96457877866246, -37.792945867382], [144.96452189867486, -37.79292282737797], [144.964381858706, -37.79285982736801], [144.9642468587369, -37.79279079735836], [144.96411581876768, -37.79271681734893], [144.96398981879813, -37.792637797339836], [144.96389693882168, -37.79256885733307], [144.96376589885423, -37.792478857323545], [144.96362909888694, -37.792395877313695], [144.96356789890126, -37.792361857309295], [144.9634868989202, -37.79231685730347], [144.9633400189535, -37.79224485729299], [144.96331877895815, -37.79223585729151], [144.96318881898694, -37.7921787972822], [144.96303293902048, -37.79211885727121], [144.96287309905392, -37.79206584725996], [144.96271001908735, -37.79201886724853], [144.9625440591205, -37.79197881723694], [144.96237593915322, -37.79194587722525], [144.96220601918552, -37.79191986721348], [144.96203501921735, -37.79189979720165], [144.96200585922261, -37.79189781719965], [144.96186185924873, -37.79188782718973], [144.96168905927922, -37.791882877177905], [144.9616800592808, -37.79188287717731], [144.96156881929997, -37.791883867169695], [144.96140501933363, -37.79183580715819], [144.9612440993675, -37.791780817146886], [144.9610849794016, -37.79172087713561], [144.96097697942537, -37.79167479712796], [144.9607807794696, -37.79158083711393], [144.9606360595033, -37.79150181710357], [144.9604999795362, -37.79141586709375], [144.9603239395799, -37.79129481708095], [144.96019901961245, -37.791194827071784], [144.9600438596542, -37.79105784706035], [144.95993297968516, -37.79094984705209], [144.959799059725, -37.79079684704201], [144.9596860197586, -37.79066787703349], [144.959583779791, -37.79053287702569], [144.95949593981987, -37.79040687701886], [144.95948693982263, -37.79039580701817], [144.95940197985257, -37.79025585701151], [144.9593310598795, -37.790120857005824], [144.95929289989493, -37.79003985700272], [144.95917697992274, -37.78996884699436], [144.95904881995085, -37.789914846985255], [144.95896277996806, -37.78989387697925], [144.95890877997894, -37.78987983697539], [144.9587640600056, -37.7898657969655], [144.95883606004992, -37.789341816967195], [144.95889186008364, -37.78894185696851], [144.95904306019284, -37.78769382697109], [144.95940378045398, -37.7847098769772], [144.95976486071498, -37.781726826983416], [144.96001506088265, -37.77978084698844], [144.960222061022, -37.778165796992525], [144.9602400610335, -37.778030796992944], [144.95990706109538, -37.77799281696996], [144.95975586112354, -37.77797481695951], [144.95821902141023, -37.777788876853336], [144.9581088614307, -37.77777582684572], [144.9581009414322, -37.777774836845175], [144.9567909016765, -37.77761679675471], [144.95513094198617, -37.77741582664004], [144.95444298211444, -37.77733284659253], [144.9503019028868, -37.77683280630659], [144.94965894300674, -37.77675486626219], [144.94943898304768, -37.77672885624699], [144.9494098230532, -37.77672480624499], [144.9491167831078, -37.77668979622474], [144.94835610324967, -37.77659781617225], [144.9456190237602, -37.77626679598329], [144.9451420238491, -37.77620982595037], [144.94320882420968, -37.775975825816936], [144.94310298422945, -37.77596286580963], [144.94303782424163, -37.77595485580512], [144.94226490438575, -37.77586179575178], [144.9421979443982, -37.77585387574715], [144.94150602452729, -37.77576981569942], [144.94146606453475, -37.77576486569663], [144.94140306454645, -37.775757845692304], [144.9407089846759, -37.775673875644415], [144.94062402469174, -37.77566379563856], [144.94029678475277, -37.775623835615946], [144.94014486478113, -37.775605835605354], [144.93992706482183, -37.77557883559043], [144.93982698484047, -37.775566865583535], [144.93914694496723, -37.775484875536634], [144.93895182500358, -37.77546183552314], [144.9390007850526, -37.774930835523215], [144.93905910507954, -37.77458883552506], [144.93909690508218, -37.77450387552713], [144.93898386510313, -37.774491815519326], [144.9389370651122, -37.7744828155161], [144.93891006511743, -37.774477865514186], [144.93888306512264, -37.77447282551234], [144.93885606512788, -37.77446787551046], [144.9388290651331, -37.77446283550858], [144.93880206513845, -37.77445680550669], [144.93877506514366, -37.77445185550483], [144.93874806514899, -37.774445825502966], [144.9387210651543, -37.774439795501074], [144.93869478515953, -37.77443385549924], [144.93866778516485, -37.77442782549736], [144.93864078517018, -37.77442179549549], [144.93861486517534, -37.77441585549368], [144.93858786518066, -37.7744098254918], [144.9385608651861, -37.77440280548983], [144.93853494519124, -37.77439686548809], [144.93850794519668, -37.7743898454862], [144.93848202520192, -37.77438282548439], [144.9384550252074, -37.77437580548252], [144.93842910521263, -37.774368875480704], [144.93763278537702, -37.77412587542484], [144.93727890545009, -37.77401787540001], [144.93713706547936, -37.77397485539009], [144.93694086551986, -37.77391482537635], [144.9364818656146, -37.77377487534412], [144.93651102561324, -37.77374085534591], [144.93655098561075, -37.77369981534838], [144.93659490560725, -37.77366183535114], [144.93664098560328, -37.77362484535405], [144.93765582550864, -37.77287379541868], [144.9377148655041, -37.77282186542235], [144.93776598550133, -37.77276480542551], [144.93780090550027, -37.77271881542761], [144.93788406549874, -37.77259983543254], [144.93837582549034, -37.77189081546171], [144.93841290549022, -37.77183186546388], [144.9384409854921, -37.771769855465394], [144.9384618654954, -37.77170586546643], [144.93847194550082, -37.77163980546669], [144.93847410550748, -37.77157482546644], [144.93846690551584, -37.77150885546553], [144.93844998552572, -37.77144486546399], [144.93842406553716, -37.771380875461794], [144.93839094554932, -37.77132183545921], [144.93834990556257, -37.77126486545603], [144.9382998655771, -37.77121086545228], [144.938244065592, -37.77116280544819], [144.93818178560744, -37.77111987544368], [144.9381130256235, -37.77108180543874], [144.9380399456396, -37.771049855433546], [144.9379639856555, -37.77102483542824], [144.93788406567128, -37.77100683542262], [144.93781278568477, -37.77099684541772], [144.93776202569396, -37.77099279541423], [144.9377458256968, -37.77099279541309], [144.9376788657085, -37.77099180540854], [144.9368940658426, -37.77100980535511], [144.9367209058722, -37.77101385534333], [144.93654810590178, -37.77101781533155], [144.93578490603082, -37.77104787527957], [144.93571686604284, -37.77104580527501], [144.9356488260556, -37.77103680527032], [144.93558294606888, -37.771019795265715], [144.9355199460823, -37.77099684526125], [144.93546198609548, -37.77096786525712], [144.93540906610832, -37.770933845253296], [144.93536406612057, -37.77089280525], [144.9353241061323, -37.77084879524698], [144.935292066143, -37.77080082524447], [144.93526902615264, -37.770748805242604], [144.935253906161, -37.77069579524125], [144.93524778616802, -37.77064080524047], [144.93525210617312, -37.77058680524042], [144.9352618261761, -37.77054387524086], [144.935355786194, -37.770227795245276], [144.9354051062015, -37.770079835247756], [144.93543678620304, -37.77001485524946], [144.93547782620274, -37.7699518552519], [144.93552678620054, -37.76989380525488], [144.93558294619675, -37.76983881525836], [144.93564594619113, -37.76978985526236], [144.93571506618392, -37.7697458452668], [144.93575898617902, -37.76972082526966], [144.93620106612545, -37.769507795298495], [144.93629898611323, -37.76946387530493], [144.9364008661002, -37.7694208553116], [144.93692178603396, -37.769198825345775], [144.93757302595068, -37.76892486538849], [144.93763494594322, -37.76889480539256], [144.93769182593726, -37.76885880539621], [144.93774402593277, -37.768816865399515], [144.9377879459301, -37.76877087540221], [144.93782502592921, -37.76871984540443], [144.93785382593006, -37.76866584540604], [144.93787398593264, -37.76860986540707], [144.93788586593675, -37.76855280540758], [144.93788802594278, -37.76849385540733], [144.9378808259502, -37.768436795406465], [144.93787902595182, -37.768424825406264], [144.9377199060594, -37.76768583539083], [144.93771306606536, -37.76764182539009], [144.93770982607077, -37.76759682538959], [144.93771090607765, -37.76753184538929], [144.93775698612848, -37.76698887538904], [144.93776706613355, -37.766925875389326], [144.93778686613672, -37.766864855390295], [144.93781386613844, -37.766805815391784], [144.93784482613836, -37.76675685539358], [144.93792402613667, -37.766645795398304], [144.93795894613666, -37.766589815400344], [144.93798594613847, -37.76652987540183], [144.93800394614195, -37.76646885540269], [144.93801294614713, -37.76640684540291], [144.93802878616856, -37.76618382540257], [144.93803598617754, -37.76608887540252], [144.93823398643403, -37.76340381539935], [144.93842802660623, -37.76150283540083], [144.9388549865321, -37.76150382542993], [144.93907278649763, -37.76147385544461], [144.93956994640496, -37.7615337954789], [144.94008582630894, -37.76159481551451], [144.9404818262352, -37.761641795541834], [144.94144194605636, -37.761756815608074], [144.941884025974, -37.761809825638586], [144.94244310586993, -37.76187579567716], [144.94348278567628, -37.761999815748915], [144.94426110553133, -37.76209287580258], [144.94445910561834, -37.7609728258092], [144.94466610570996, -37.75979580581601], [144.9448669857987, -37.75865487582264], [144.9450430258636, -37.75777386582921], [144.94518594591585, -37.75706286583456], [144.9452068259235, -37.75695882583531], [144.94542786600468, -37.75585587584356], [144.94554810604808, -37.755262865848096], [144.94560102606934, -37.75498179584996], [144.94576590613403, -37.75412085585587], [144.94578606614212, -37.7540138458566], [144.945835026168, -37.75369686585798], [144.9457518662293, -37.75326387584961], [144.94577202622548, -37.753266845851], [144.94625298613607, -37.75332282588419], [144.9463368661205, -37.753332815889884], [144.94689306601694, -37.75339887592837], [144.9476479858765, -37.753487795980426], [144.94829202575679, -37.75356285602491], [144.94858794570172, -37.75359786604533], [144.9494958655328, -37.753704876108], [144.94993182545176, -37.75375581613811], [144.95002506543443, -37.75376679614453], [144.95040306536418, -37.753810806170605], [144.9510089452514, -37.75388280621243], [144.9511389052271, -37.75389882622128], [144.9521800250336, -37.754019876293256], [144.95315490485228, -37.754134806360575], [144.95333886481802, -37.75415685637326], [144.95386590471995, -37.75421886640964], [144.9539811046986, -37.754231826417616], [144.95467482456954, -37.75431381646551], [144.95481882454285, -37.75432983647544], [144.95578182436367, -37.75444386654195], [144.95593878433448, -37.75446186655279], [144.9564658242365, -37.75452387658916], [144.95674590418437, -37.75455681660852], [144.9575278240389, -37.75464879666251], [144.95823198390792, -37.75473186671115], [144.95907078375197, -37.75482987676904], [144.96010290355989, -37.75495182684033], [144.96079086343192, -37.755032826887856], [144.9612300633503, -37.75508385691818], [144.96154794329112, -37.75512183694012], [144.96174306325494, -37.75514379695363], [144.96175098325347, -37.75514487695417], [144.96218586317246, -37.75519680698422], [144.9622769431556, -37.75520679699048], [144.96236586313904, -37.75521786699667], [144.96263694308857, -37.75524981701535], [144.96326586297147, -37.7553248770588], [144.96390306285272, -37.75540182710282], [144.96405606282306, -37.755430807113484], [144.96412302281013, -37.7554428671181], [144.9660007824604, -37.755667867247894], [144.97041402164245, -37.75615980755265], [144.97332390110316, -37.756483807753675], [144.97366986103896, -37.75652286777745], [144.9739319409904, -37.75655184779569], [144.97394094098874, -37.7565528377963], [144.97405506096754, -37.756565797804186], [144.9748740608158, -37.756656877860785], [144.97607106059297, -37.75679880794352], [144.9761167805845, -37.756803847946664], [144.976989780422, -37.75690779800702], [144.97752510032242, -37.75697079804405], [144.97784802026223, -37.75700985806638], [144.97851978013716, -37.75708986811282], [144.97946009996218, -37.757200838177845], [144.97970381991684, -37.757229818194695], [144.9799169398772, -37.757254838209455], [144.98004977985244, -37.75727085821863], [144.9801520198334, -37.75728282822568]]], &quot;type&quot;: &quot;Polygon&quot;}, &quot;id&quot;: &quot;62&quot;, &quot;properties&quot;: {&quot;DISTRICT&quot;: &quot;BRUNSWICK&quot;, &quot;DISTRICTC&quot;: 14, &quot;DIST_LABEL&quot;: &quot;Brunswick District&quot;, &quot;REGION&quot;: &quot;NORTHERN METROPOLITAN&quot;, &quot;REGIONC&quot;: 3, &quot;REG_LABEL&quot;: &quot;Northern Metropolitan Region&quot;, &quot;UFI&quot;: 21992892, &quot;UFI_CR&quot;: &quot;2021-11-19&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
       "\n",
       "        \n",
       "    \n",
       "            var rectangle_4783ae52466ef44458e50aeddd40809c = L.rectangle(\n",
       "                [[-37.79321280748541, 144.93524778616802], [-37.75326387584961, 144.99579797391817]],\n",
       "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;#3388ff&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;#3388ff&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;noClip&quot;: false, &quot;opacity&quot;: 1.0, &quot;smoothFactor&quot;: 1.0, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
       "            ).addTo(map_dd7f6ff352ab21515f38ebfa5bd9c03f);\n",
       "        \n",
       "&lt;/script&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f849e382410>"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "extent = 0.1\n",
    "[b0,b1,b2,b3] = bounds\n",
    "centre = [(b1+b3)/2,(b0+b2)/2]\n",
    "\n",
    "bmap = folium.Map(location=centre, crs='EPSG3857', tiles='OpenStreetMap',\n",
    "                 min_lat=b1-extent, max_lat=b3+extent,\n",
    "                 min_long=b0-extent, max_long=b2+extent,\n",
    "               width=800,height=800,zoom_start=13,scrollWheelZoom=False)\n",
    "\n",
    "brunswick_j.add_to(bmap)\n",
    "folium.Rectangle([(b1,b0),(b3,b2)]).add_to(bmap)\n",
    "bmap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "a2c2ea75",
   "metadata": {},
   "outputs": [],
   "source": [
    "brunswick_crs=brunswick.to_crs(epsg=4326)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "670ffaf0",
   "metadata": {},
   "outputs": [],
   "source": [
    "folium.Rectangle?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "102321da",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([144.93524779, -37.79321281, 144.99579797, -37.75326388])"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "brunswick_crs.geometry.total_bounds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "f751fea3",
   "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>minx</th>\n",
       "      <th>miny</th>\n",
       "      <th>maxx</th>\n",
       "      <th>maxy</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>144.935248</td>\n",
       "      <td>-37.793213</td>\n",
       "      <td>144.995798</td>\n",
       "      <td>-37.753264</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          minx       miny        maxx       maxy\n",
       "62  144.935248 -37.793213  144.995798 -37.753264"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "brunswick_crs.boundary.bounds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "165aa6e7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-37.79321280748541"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bounds[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "64b8f669",
   "metadata": {},
   "outputs": [],
   "source": [
    "[b0,b1,b2,b3] = bounds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "a6746229",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "144.93524778616802"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "8fb273d1",
   "metadata": {},
   "outputs": [],
   "source": [
    "folium.Map?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "a6be2b2f",
   "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>UFI</th>\n",
       "      <th>DISTRICTC</th>\n",
       "      <th>DISTRICT</th>\n",
       "      <th>DIST_LABEL</th>\n",
       "      <th>REGIONC</th>\n",
       "      <th>REGION</th>\n",
       "      <th>REG_LABEL</th>\n",
       "      <th>UFI_CR</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>21992892</td>\n",
       "      <td>14</td>\n",
       "      <td>BRUNSWICK</td>\n",
       "      <td>Brunswick District</td>\n",
       "      <td>3</td>\n",
       "      <td>NORTHERN METROPOLITAN</td>\n",
       "      <td>Northern Metropolitan Region</td>\n",
       "      <td>2021-11-19</td>\n",
       "      <td>POLYGON ((16139116.698 -4545194.531, 16139116....</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         UFI  DISTRICTC   DISTRICT          DIST_LABEL  REGIONC  \\\n",
       "62  21992892         14  BRUNSWICK  Brunswick District        3   \n",
       "\n",
       "                   REGION                     REG_LABEL      UFI_CR  \\\n",
       "62  NORTHERN METROPOLITAN  Northern Metropolitan Region  2021-11-19   \n",
       "\n",
       "                                             geometry  \n",
       "62  POLYGON ((16139116.698 -4545194.531, 16139116....  "
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "brunswick_crs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a51e53a3",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}