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osmnx test on parks in Lenox, MA
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lenox_pap.geojson
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Lenox_Parks_Network_Test.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Testing osmnx shortest routes analysis in Lenox, MA"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'0.8.2'"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os\n",
"import json\n",
"import functools\n",
"import networkx as nx\n",
"import osmnx as ox\n",
"from geopy import Nominatim\n",
"import geopandas as gpd\n",
"import folium\n",
"from shapely.geometry import LineString, Point\n",
"ox.config(use_cache = True, log_console = True)\n",
"ox.__version__"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load origins\n",
"\n",
"In this case we're using some quasi-random locations, geocoding them using the Nominatim geocoder from OSM, and outputting the locations to a GeoDataFrame. For Raleigh we'll use Census Block Centroids so won't have to carry out this step."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
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" 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>address</th>\n",
" <th>geometry</th>\n",
" <th>site</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>12, Sunset Avenue, Lenox, Berkshire, Massachus...</td>\n",
" <td>POINT (-73.285592038448 42.3584508418913)</td>\n",
" <td>Pederson House</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>8, Franklin Street, Lenox, Berkshire, Massachu...</td>\n",
" <td>POINT (-73.2822653207234 42.359445166481)</td>\n",
" <td>Haven</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>2, Kemble Street, Lenox, Berkshire, Massachuse...</td>\n",
" <td>POINT (-73.282087 42.354224)</td>\n",
" <td>Kemble Inn</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>45, West Street, Lenox, Berkshire, Massachuset...</td>\n",
" <td>POINT (-73.28859677553029 42.3568093607335)</td>\n",
" <td>Tanglewood Institute</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>2, Crystal Street, Lenox, Berkshire, Massachus...</td>\n",
" <td>POINT (-73.246393 42.333106)</td>\n",
" <td>Tanners Market</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>172, Housatonic Street, Lenox, Berkshire, Mass...</td>\n",
" <td>POINT (-73.27257299999999 42.355483)</td>\n",
" <td>Berkshire Grain</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>123, Walker Street, Lenox, Berkshire, Massachu...</td>\n",
" <td>POINT (-73.27852398831919 42.35325245728)</td>\n",
" <td>The Egmonts</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" address \\\n",
"0 12, Sunset Avenue, Lenox, Berkshire, Massachus... \n",
"0 8, Franklin Street, Lenox, Berkshire, Massachu... \n",
"0 2, Kemble Street, Lenox, Berkshire, Massachuse... \n",
"0 45, West Street, Lenox, Berkshire, Massachuset... \n",
"0 2, Crystal Street, Lenox, Berkshire, Massachus... \n",
"0 172, Housatonic Street, Lenox, Berkshire, Mass... \n",
"0 123, Walker Street, Lenox, Berkshire, Massachu... \n",
"\n",
" geometry site \n",
"0 POINT (-73.285592038448 42.3584508418913) Pederson House \n",
"0 POINT (-73.2822653207234 42.359445166481) Haven \n",
"0 POINT (-73.282087 42.354224) Kemble Inn \n",
"0 POINT (-73.28859677553029 42.3568093607335) Tanglewood Institute \n",
"0 POINT (-73.246393 42.333106) Tanners Market \n",
"0 POINT (-73.27257299999999 42.355483) Berkshire Grain \n",
"0 POINT (-73.27852398831919 42.35325245728) The Egmonts "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"start_locations = [\n",
" {\n",
" 'address': '12 Sunset Ave, Lenox, MA, USA',\n",
" 'site': 'Pederson House'\n",
" }, {\n",
" 'address': '8 Franklin St, Lenox, MA, USA',\n",
" 'site': 'Haven'\n",
" }, {\n",
" 'address': '2 Kemble St, Lenox, MA, USA',\n",
" 'site': 'Kemble Inn'\n",
" }, {\n",
" 'address': '45 West St, Lenox, MA, USA',\n",
" 'site': 'Tanglewood Institute'\n",
" }, {\n",
" 'address': '2 Crystal St, Lenox Dale, MA, USA',\n",
" 'site': 'Tanners Market'\n",
" }, {\n",
" 'address': '172 Housatonic St, Lenox, MA, USA',\n",
" 'site': 'Berkshire Grain'\n",
" }, {\n",
" 'address': '123 Walker St, Lenox, MA, USA',\n",
" 'site': 'The Egmonts'\n",
" }\n",
" \n",
"]\n",
"\n",
"start_gdf = gpd.GeoDataFrame(crs = {'init': 4326})\n",
"start_gdf['address'] = None\n",
"start_gdf['site'] = None\n",
"start_gdf['geometry'] = None\n",
"\n",
"for location in start_locations:\n",
" location_gdf = gpd.tools.geocode(location['address'], provider = 'Nominatim', user_agent = 'prcr-ncc')\n",
" location_gdf['site'] = location['site']\n",
" start_gdf = start_gdf.append(location_gdf, sort = True)\n",
" \n",
"start_gdf"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load park access points\n",
"\n",
"These are pre-generated park access points. Some parks have multiple access points so they have a unique id!"
]
},
{
"cell_type": "code",
"execution_count": 3,
"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>parkid</th>\n",
" <th>ap_id</th>\n",
" <th>name</th>\n",
" <th>geometry</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>101001</td>\n",
" <td>Community Center</td>\n",
" <td>POINT (-73.28231960535049 42.35542615467306)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>102001</td>\n",
" <td>Basketball Court</td>\n",
" <td>POINT (-73.28166514635086 42.35606835114605)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>103001</td>\n",
" <td>Lenox Town Beach</td>\n",
" <td>POINT (-73.26271533966064 42.32728595838694)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>104001</td>\n",
" <td>Orebed Park</td>\n",
" <td>POINT (-73.28073978424072 42.35763219103418)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4</td>\n",
" <td>104002</td>\n",
" <td>Orebed Park</td>\n",
" <td>POINT (-73.28090876340866 42.35855382749465)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>5</td>\n",
" <td>105001</td>\n",
" <td>Tennis Courts</td>\n",
" <td>POINT (-73.28138887882233 42.35653810181761)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>5</td>\n",
" <td>105002</td>\n",
" <td>Tennis Courts</td>\n",
" <td>POINT (-73.2814948260784 42.3561367327913)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>6</td>\n",
" <td>106001</td>\n",
" <td>Tillotson Park</td>\n",
" <td>POINT (-73.2478156685829 42.33351420684395)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>7</td>\n",
" <td>107001</td>\n",
" <td>Lilac Park</td>\n",
" <td>POINT (-73.28508496284485 42.35831202310762)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>7</td>\n",
" <td>107002</td>\n",
" <td>Lilac Park</td>\n",
" <td>POINT (-73.28457802534103 42.35853797149778)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>3</td>\n",
" <td>103002</td>\n",
" <td>Lenox Town Beach</td>\n",
" <td>POINT (-73.2631927728653 42.32797405052087)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>8</td>\n",
" <td>108001</td>\n",
" <td>Veterans Memorial Park</td>\n",
" <td>POINT (-73.27572137117386 42.35677793097526)</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" parkid ap_id name \\\n",
"0 1 101001 Community Center \n",
"1 2 102001 Basketball Court \n",
"2 3 103001 Lenox Town Beach \n",
"3 4 104001 Orebed Park \n",
"4 4 104002 Orebed Park \n",
"5 5 105001 Tennis Courts \n",
"6 5 105002 Tennis Courts \n",
"7 6 106001 Tillotson Park \n",
"8 7 107001 Lilac Park \n",
"9 7 107002 Lilac Park \n",
"10 3 103002 Lenox Town Beach \n",
"11 8 108001 Veterans Memorial Park \n",
"\n",
" geometry \n",
"0 POINT (-73.28231960535049 42.35542615467306) \n",
"1 POINT (-73.28166514635086 42.35606835114605) \n",
"2 POINT (-73.26271533966064 42.32728595838694) \n",
"3 POINT (-73.28073978424072 42.35763219103418) \n",
"4 POINT (-73.28090876340866 42.35855382749465) \n",
"5 POINT (-73.28138887882233 42.35653810181761) \n",
"6 POINT (-73.2814948260784 42.3561367327913) \n",
"7 POINT (-73.2478156685829 42.33351420684395) \n",
"8 POINT (-73.28508496284485 42.35831202310762) \n",
"9 POINT (-73.28457802534103 42.35853797149778) \n",
"10 POINT (-73.2631927728653 42.32797405052087) \n",
"11 POINT (-73.27572137117386 42.35677793097526) "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pap_gdf = gpd.read_file('lenox_pap.geojson')\n",
"pap_gdf"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Get shortest routes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Functions\n",
"\n",
"We'll break this all up into a couple functions to help keep everything from getting out of hand...it's kind of already getting there as it is!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Create an empty GeoDataFrame\n",
"\n",
"We actually need to do this twice in our analysis. We'll create an empty GeoDataFrame to store all our outputs from `get_shortest_routes()` (below) and each time that function finds the shortest routes between an origin and destination."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def empty_gdf(fields: list, crs_epsg: int):\n",
" \"\"\"Function to create an empty GeoDataFrame with columns and Coordinate Reference System set\n",
" \n",
" Example:\n",
" empty_gdf(['geometry', 'field1', 'field2', 'field3'], 4326)\n",
" \n",
" Args:\n",
" fields (list): list of field names\n",
" crs_epsg (int): EPSG code for coordinate reference system\n",
" Returns \n",
" GeoDataFrame: An empty Geopandas GeoDataFrame with columns and Coordinate Reference System set \n",
" \"\"\"\n",
" \n",
" empty_gdf = gpd.GeoDataFrame(crs = {'init': crs_epsg})\n",
" \n",
" if 'geometry' not in fields:\n",
" empty_gdf['geometry'] = None\n",
" \n",
" for field in fields:\n",
" empty_gdf[field] = None\n",
" \n",
" return empty_gdf"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Get the shortest routes\n",
"\n",
"This function probably tries to do too much and takes a lot of inputs. But in the end, it adds the shortest routes to a previously generated empty GeoDataFrame that can be exported to any number of spatial data formats. Or we can do pandas and geopandas analysis. Nice!"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def get_shortest_routes(origin_gdf, origin_id_col, origin_name_col,\n",
" destination_gdf, destination_id_col, destination_park_id_col, destination_name_col,\n",
" output_gdf, search_distance = 804.672, network_type = 'walk', simplify = False):\n",
" for origin_index, origin_row in origin_gdf.iterrows():\n",
" print('Generating graph for {}'.format(origin_row[origin_name_col]))\n",
" G = ox.graph_from_point((origin_row.geometry.y, origin_row.geometry.x),\n",
" distance = search_distance * 2,\n",
" network_type = network_type,\n",
" simplify = simplify)\n",
"\n",
" # Create GeoDataFrames of nodes and edges from graph\n",
" nodes, edges = ox.graph_to_gdfs(G=G)\n",
"\n",
" # Loop through each park access point and generate the shortest path from the starting point to that access point\n",
" # Really, this needs to be constrained by a buffer, but that wasn't working properly\n",
" print('Generating shortest paths...')\n",
" for destination_index, destination_row in destination_gdf.iterrows():\n",
" origin_id = origin_row[origin_id_col]\n",
" park_name = destination_row[destination_name_col] \n",
" parkid = destination_row[destination_park_id_col]\n",
" ap_id = destination_row[destination_id_col]\n",
" \n",
" origin_point = (origin_row.geometry.y, origin_row.geometry.x)\n",
" destination_point = (destination_row.geometry.y, destination_row.geometry.x)\n",
" origin_node = ox.get_nearest_node(G, origin_point)\n",
" destination_node = ox.get_nearest_node(G, destination_point)\n",
"\n",
" route = nx.shortest_path(G, origin_node, destination_node, weight = 'length')\n",
" route_lengths = ox.get_route_edge_attributes(G, route, 'length')\n",
"\n",
" if len(route_lengths) > 0:\n",
" route_length = functools.reduce(lambda a, b: a + b, route_lengths)\n",
" else:\n",
" route_length = 0\n",
"\n",
" if route_length <= search_distance:\n",
" route_nodes = nodes.loc[route]\n",
" if route_nodes.shape[0] > 1:\n",
" route_line = LineString(list(route_nodes.geometry.values))\n",
" else:\n",
" route_line = LineString([route_nodes.geometry.values[0], route_nodes.geometry.values[0]])\n",
"\n",
" route_gdf = empty_gdf(route_fields, 4326)\n",
"\n",
" route_gdf.loc[0, 'geometry'] = route_line\n",
" route_gdf.loc[0, 'origin_id'] = origin_id\n",
" route_gdf.loc[0, 'destination_name'] = park_name\n",
" route_gdf.loc[0, 'destination_parkid'] = parkid\n",
" route_gdf.loc[0, 'destination_ap_id'] = ap_id\n",
" route_gdf.loc[0, 'length_m'] = route_length\n",
" route_gdf.loc[0, 'length_mi'] = route_length / 1609.344\n",
" \n",
" output_gdf = output_gdf.append(route_gdf)\n",
" \n",
" return output_gdf"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Convert GeoDataFrames to GeoJSON\n",
"\n",
"Apparently you can do this explicitly with geopandas, but I was having trouble reliably doing so. It wasn't creating valid GeoJSON. Anyway, this function offers an alternative means for going from GeoDataFrame to GeoJSON."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"def gdf_to_geojson(gdf):\n",
" gdf_json = gdf.to_json()\n",
" gdf_json = json.loads(gdf_json)\n",
" return gdf_json"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Run Analysis"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"route_fields = ['geometry', 'origin_id', 'destination_name', 'destination_parkid', 'destination_ap_id', 'length_m', 'length_mi']\n",
"shortest_routes_gdf = empty_gdf(route_fields, 4326)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Generating graph for Pederson House\n",
"Generating shortest paths...\n",
"Generating graph for Haven\n",
"Generating shortest paths...\n",
"Generating graph for Kemble Inn\n",
"Generating shortest paths...\n",
"Generating graph for Tanglewood Institute\n",
"Generating shortest paths...\n",
"Generating graph for Tanners Market\n",
"Generating shortest paths...\n",
"Generating graph for Berkshire Grain\n",
"Generating shortest paths...\n",
"Generating graph for The Egmonts\n",
"Generating shortest paths...\n"
]
}
],
"source": [
"shortest_routes_gdf = get_shortest_routes(start_gdf, 'site', 'site', pap_gdf, 'ap_id', 'parkid', 'name', shortest_routes_gdf)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Map Results"
]
},
{
"cell_type": "code",
"execution_count": 9,
"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>geometry</th>\n",
" <th>origin_id</th>\n",
" <th>destination_name</th>\n",
" <th>destination_parkid</th>\n",
" <th>destination_ap_id</th>\n",
" <th>length_m</th>\n",
" <th>length_mi</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>LINESTRING (-73.2845657 42.3581118, -73.284585...</td>\n",
" <td>Pederson House</td>\n",
" <td>Community Center</td>\n",
" <td>1</td>\n",
" <td>101001</td>\n",
" <td>413.1</td>\n",
" <td>0.256688</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>LINESTRING (-73.2845657 42.3581118, -73.284585...</td>\n",
" <td>Pederson House</td>\n",
" <td>Basketball Court</td>\n",
" <td>2</td>\n",
" <td>102001</td>\n",
" <td>459.405</td>\n",
" <td>0.285461</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>LINESTRING (-73.2845657 42.3581118, -73.284585...</td>\n",
" <td>Pederson House</td>\n",
" <td>Orebed Park</td>\n",
" <td>4</td>\n",
" <td>104001</td>\n",
" <td>329.993</td>\n",
" <td>0.205048</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>LINESTRING (-73.2845657 42.3581118, -73.284585...</td>\n",
" <td>Pederson House</td>\n",
" <td>Orebed Park</td>\n",
" <td>4</td>\n",
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},
{
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</script>\" 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 0x265e58b54e0>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"geolocator = Nominatim(user_agent='prcr-ncc')\n",
"center = geolocator.geocode('Lenox, MA, USA')\n",
"\n",
"m = folium.Map(\n",
" location = [center.latitude, center.longitude],\n",
" tiles = 'https://cartodb-basemaps-a.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png',\n",
" attr = '&copy; <a href=\"http://www.openstreetmap.org/copyright\">OpenStreetMap</a> &copy; <a href=\"http://cartodb.com/attributions\">CartoDB</a>',\n",
" zoom_start = 16\n",
")\n",
"\n",
"# PARKS LAYER\n",
"parks_gdf = gpd.read_file('lenox_parks.geojson')\n",
"parks_json = gdf_to_geojson(parks_gdf)\n",
"\n",
"park_style = lambda feature : {\n",
" 'color': 'green',\n",
" 'weight': 0,\n",
" 'fillOpacity': 0.8\n",
"}\n",
"\n",
"parks = folium.features.GeoJson(parks_json, style_function = park_style)\n",
"m.add_child(parks)\n",
"\n",
"# SHORTEST ROUTES LAYER\n",
"shortest_routes_json = gdf_to_geojson(shortest_routes_gdf) \n",
"\n",
"shortest_routes_style = lambda feature : {\n",
" 'color': 'turquoise',\n",
" 'opacity': 0.25,\n",
" 'weight': 1\n",
"}\n",
"shortest_routes = folium.features.GeoJson(shortest_routes_json, style_function = shortest_routes_style)\n",
"m.add_child(shortest_routes)\n",
"\n",
"# ORIGINS LAYER\n",
"origin_json = gdf_to_geojson(start_gdf)\n",
"for origin in origin_json['features']:\n",
" origin_coordinates = origin['geometry']['coordinates']\n",
" origin_coordinates = [coord for coord in reversed(origin_coordinates)]\n",
" origin_point = folium.CircleMarker(location = origin_coordinates,\n",
" radius = 5,\n",
" fill_color = 'orange',\n",
" fill_opacity = 1,\n",
" color = 'whitesmoke',\n",
" weight = 2,\n",
" opacity = 1\n",
" )\n",
" m.add_child(origin_point)\n",
"\n",
"# DESTINATIONS LAYER\n",
"destination_json = gdf_to_geojson(pap_gdf)\n",
"for destination in destination_json['features']:\n",
" destination_coordinates = [coord for coord in reversed(destination['geometry']['coordinates'])]\n",
" destination_point = folium.CircleMarker(location = destination_coordinates,\n",
" radius = 3,\n",
" color = 'black',\n",
" weight = 1\n",
" )\n",
" m.add_child(destination_point)\n",
"\n",
"# SHOW MAP\n",
"m"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Export generated data\n",
"\n",
"Maybe we want to check out this data in QGIS or something. We can export the GeoJSON here. Not totally necessary though."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"with open('origins.geojson', 'w') as outfile:\n",
" json.dump(origin_json, outfile, ensure_ascii = False)\n",
"\n",
"with open('shortest_routes.geojson', 'w') as outfile:\n",
" json.dump(shortest_routes_json, outfile, ensure_ascii = False)"
]
}
],
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Troubleshooting geopandas's intersection functions.ipynb
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