{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Network distance \n", "The following is an example of how to calculate network distance in python. I used the following sites as resources to create this: \n", "- https://networkx.github.io/documentation/stable/\n", "- https://automating-gis-processes.github.io/2017/lessons/L7/network-analysis.html" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "These are the python libraries I will use" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import osmnx as ox\n", "import networkx as nx\n", "from shapely.geometry import box, LineString, Point,MultiPoint\n", "import pyproj\n", "import os\n", "import sys\n", "sys.path.append(os.path.realpath('..'))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Open Street Map\n", "- We pull in data from Open Street Map\n", "- Specify that that we will be calculating walking distances" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "place_name = \"New York City, NY, United States of America\"\n", "graph = ox.graph_from_place(place_name, network_type='walk')" ] }, { "cell_type": "code", "execution_count": 199, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ox.plot_graph(graph, fig_height=12)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "From the graph, we will extract the nodes and the edges(lines) into geopandas dataframes" ] }, { "cell_type": "code", "execution_count": 101, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "nodes, edges = ox.graph_to_gdfs(graph, nodes=True, edges=True)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Check the crs of each of them" ] }, { "cell_type": "code", "execution_count": 102, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "{'init': 'epsg:4326'}" ] }, "execution_count": 102, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nodes.crs" ] }, { "cell_type": "code", "execution_count": 196, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "{'init': 'epsg:4326'}" ] }, "execution_count": 196, "metadata": {}, "output_type": "execute_result" } ], "source": [ "edges.crs" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Obtain some statistics about the graph we had extracted" ] }, { "cell_type": "code", "execution_count": 197, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "{'n': 102520,\n", " 'm': 319636,\n", " 'k_avg': 6.235583300819353,\n", " 'intersection_count': 89591,\n", " 'streets_per_node_avg': 3.119761997658993,\n", " 'streets_per_node_counts': {0: 0,\n", " 1: 12929,\n", " 2: 3,\n", " 3: 52635,\n", " 4: 35920,\n", " 5: 889,\n", " 6: 136,\n", " 7: 7,\n", " 8: 1},\n", " 'streets_per_node_proportion': {0: 0.0,\n", " 1: 0.12611197815060476,\n", " 2: 2.926258291065158e-05,\n", " 3: 0.5134120171673819,\n", " 4: 0.3503706593835349,\n", " 5: 0.008671478735856419,\n", " 6: 0.0013265704252828716,\n", " 7: 6.827936012485369e-05,\n", " 8: 9.754194303550527e-06},\n", " 'edge_length_total': 24370226.77800066,\n", " 'edge_length_avg': 76.24368587393366,\n", " 'street_length_total': 12266411.895000145,\n", " 'street_length_avg': 76.47770396902679,\n", " 'street_segments_count': 160392,\n", " 'node_density_km': None,\n", " 'intersection_density_km': None,\n", " 'edge_density_km': None,\n", " 'street_density_km': None,\n", " 'circuity_avg': 1.0425264395549814,\n", " 'self_loop_proportion': 0.0035915854284248334,\n", " 'clean_intersection_count': None,\n", " 'clean_intersection_density_km': None}" ] }, "execution_count": 197, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stats = ox.basic_stats(graph)\n", "stats" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Test case\n", "We will use two points that are across from each other, but has a highway between them. The network analysis route should move along the road until it find a road that can cross under the highway.\n", "\n", "To see the points:\n", "Destination point: https://www.google.com/maps/place/40%C2%B044'13.9%22N+73%C2%B051'50.6%22W/@40.737199,-73.8662467,17z/data=!3m1!4b1!4m5!3m4!1s0x0:0x0!8m2!3d40.737199!4d-73.864058\n", "\n", "Origin point: \n", "https://www.google.com/maps/place/40%C2%B043'56.9%22N+73%C2%B051'42.0%22W/@40.732484,-73.8638547,17z/data=!3m1!4b1!4m5!3m4!1s0x0:0x0!8m2!3d40.732484!4d-73.861666" ] }, { "cell_type": "code", "execution_count": 118, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "target_xy = (40.737199,-73.864058)\n", "orig_xy = (40.732484,-73.861666)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "For the origin/destination point, we will find the nearest node." ] }, { "cell_type": "code", "execution_count": 119, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "orig_node = ox.get_nearest_node(graph, orig_xy, method='euclidean')\n", "target_node = ox.get_nearest_node(graph, target_xy, method='euclidean')\n", "o_closest = nodes.loc[orig_node]\n", "t_closest = nodes.loc[target_node]" ] }, { "cell_type": "code", "execution_count": 120, "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "o_closest highway traffic_signals\n", "osmid 42814128\n", "ref NaN\n", "x -73.8617\n", "y 40.7325\n", "geometry POINT (-73.861666 40.732473)\n", "Name: 42814128, dtype: object\n", "t_closest highway traffic_signals\n", "osmid 3614573766\n", "ref NaN\n", "x -73.864\n", "y 40.7372\n", "geometry POINT (-73.8640431 40.737171)\n", "Name: 3614573766, dtype: object\n" ] } ], "source": [ "print(\"o_closest\", o_closest)\n", "print(\"t_closest\", t_closest)" ] }, { "cell_type": "code", "execution_count": 160, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "route = nx.shortest_path(G=graph, source=orig_node, target=target_node, weight=None)" ] }, { "cell_type": "code", "execution_count": 198, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ox.plot_graph_route(graph, route, origin_point=orig_xy, destination_point=target_xy, fig_height=12)\n", "plt.tight_layout();" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Capture the route nodes and turn it into a `LineString`" ] }, { "cell_type": "code", "execution_count": 161, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "route_nodes = nodes.loc[route]" ] }, { "cell_type": "code", "execution_count": 163, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "route_line = LineString(list(route_nodes.geometry.values))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Make a geodataframe to store the data" ] }, { "cell_type": "code", "execution_count": 184, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "route_geom = gpd.GeoDataFrame(crs=edges.crs)\n", "route_geom['geometry'] = None\n", "route_geom['osmids'] = None" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Add the information into the geodataframe" ] }, { "cell_type": "code", "execution_count": 185, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "route_geom.loc[0, 'geometry'] = route_line" ] }, { "cell_type": "code", "execution_count": 186, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "route_geom.loc[0, 'osmids'] = str(list(route_nodes['osmid'].values))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Now is the time to convert the data into epsg 2263." ] }, { "cell_type": "code", "execution_count": 187, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "{'init': 'epsg:4326'}" ] }, "execution_count": 187, "metadata": {}, "output_type": "execute_result" } ], "source": [ "route_geom.crs" ] }, { "cell_type": "code", "execution_count": 188, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "route_geom = route_geom.to_crs({'init': 'epsg:2263'})" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Calculate route length" ] }, { "cell_type": "code", "execution_count": 189, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "route_geom['length_ft'] = route_geom.length" ] }, { "cell_type": "code", "execution_count": 190, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "route_geom['length_miles'] = route_geom['length_ft'] *0.000189394" ] }, { "cell_type": "code", "execution_count": 191, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "0 0.546331\n", "Name: length_miles, dtype: float64" ] }, "execution_count": 191, "metadata": {}, "output_type": "execute_result" } ], "source": [ "route_geom['length_miles'].head()" ] }, { "cell_type": "code", "execution_count": 192, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "route_geom['id'] = route_geom.index" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "View the route!" ] }, { "cell_type": "code", "execution_count": 193, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 193, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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