utm_test.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "### Test Ploting Choropleth_Mapbox Using the UTM Datafiles and The Datafram explore() Method"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import geopandas as gpd\n",
    "import plotly.express as px\n",
    "import plotly.graph_objects as go\n",
    "# import json\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "px.set_mapbox_access_token(open(\".mapbox_token\").read())"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "utm_geo_df = gpd.read_file(r\"./data/utm_test.geojson\")"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "utm_geo_df"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "utm_geo_df.plot()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "utm_geo_df.explore()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "utm10k_geo_df = gpd.read_file(r'./utm10k_test.geojson')"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "utm10k_geo_df"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "utm10k_geo_df.plot()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "utm10k_geo_df.to_crs(epsg=32619)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "utm10k_geo_df.explore()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "fig = px.choropleth_mapbox(utm10k_geo_df,\n",
    "                     geojson=utm10k_geo_df.geometry,\n",
    "                     locations=utm10k_geo_df.index,\n",
    "                     color=\"cdi\",\n",
    "                     center={\"lat\": 34.0007, \"lon\": -81.0348},\n",
    "                     mapbox_style=\"streets\",\n",
    "                     zoom=7.5)\n",
    "\n",
    "fig.show()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "# sc_shp = gpd.read_file(r\"/home/mick/Work/scratch/states/sc/Shape/GU_StateOrTerritory.shp\")\n",
    "sc_shp = gpd.read_file(r\"./data/cdi_geo_1km.csv\")"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "sc_shp"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "print(sc_shp.crs)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "sc_shp_gdf = gpd.GeoDataFrame(sc_shp, geometry=gpd.points_from_xy(x=sc_shp.Longitude, y=sc_shp.Latitude)\n",
    ")\n",
    "sc_shp_gdf.plot()\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "sc_shp_gdf = sc_shp_gdf.set_crs(epsg=4326)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "sc_shp_gdf.crs"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "sc_shp_gdf"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "sc_shp_gdf.explore()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "sc_shp_gdf_project = sc_shp_gdf.to_crs(epsg=32619)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "sc_shp_gdf_project.explore()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "fig = px.scatter_mapbox(data_frame=sc_shp_gdf_project,\n",
    "                        lat=sc_shp_gdf_project.Latitude,\n",
    "                        lon=sc_shp_gdf_project.Longitude,\n",
    "                        color=sc_shp_gdf_project.CDI,\n",
    "                        center={\"lat\": 34.0007, \"lon\": -81.0348},\n",
    "                        mapbox_style='streets',\n",
    "                        zoom=7.5)\n",
    "\n",
    "fig.update_traces(go.Scattermapbox(marker={'size': 10}))\n",
    "fig.show()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "dyfi_zip_df = gpd.read_file(r\"./data/dyfi_zip.geojson\")"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "dyfi_zip_df"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "dyfi_zip_df.crs"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "dyfi_zip_df.explore()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "dyfi_geo_1km_df = gpd.read_file(r\"./data/dyfi_geo_1km.geojson\")"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "dyfi_geo_1km_df"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "dyfi_geo_1km_df.crs"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "dyfi_geo_1km_df.explore()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "fig = px.choropleth_mapbox(utm_geo_df,\n",
    "                          geojson=utm_geo_df.geometry,\n",
    "                          locations=utm_geo_df.index,\n",
    "                          color=\"cdi\",\n",
    "                          center={\"lat\": 34.0007, \"lon\": -81.0348},\n",
    "                          mapbox_style=\"streets\",\n",
    "                          zoom=7.5)\n",
    "\n",
    "fig.show()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false
   }
  }
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