{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Retrieving OpenStreetMap data\n", "\n", "![](img/OSM_logo.png)\n", "\n", "## What is OpenStreetMap?\n", "\n", "OpenStreetMap (OSM) is a global collaborative (crowd-sourced) dataset and project that aims at creating a free editable map of the world containing a lot of information about our environment.\n", "It contains data for example about streets, buildings, different services, and landuse to mention a few. You can view the map at www.openstreetmap.org. You can also sign up as a contributor if you want to edit the map. More details about OpenStreetMap and its contents are available in the [OpenStreetMap Wiki](https://wiki.openstreetmap.org/wiki/Main_Page).\n", "\n", "OSM has a large userbase with more than 4 million users and over a million contributers that update actively the OSM database with 3 million changesets per day. In total OSM contains 5 billion nodes and counting! ([stats from November 2019](http://wiki.openstreetmap.org/wiki/Stats)).\n", "\n", "OpenStreetMap is used not only for integrating the **OSM maps** as background maps to visualizations or online maps, but also for many other purposes such as **routing**, **geocoding**, **education**, and **research**. OSM is also widely used for humanitarian response e.g. in crisis areas (e.g. after natural disasters) and for fostering economic development. Read more about humanitarian projects that use OSM data from the [Humanitarian OpenStreetMap Team (HOTOSM) website](https://www.hotosm.org).\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## OSMnx\n", "\n", "This week we will explore a Python module called [OSMnx](https://github.com/gboeing/osmnx)\n", "that can be used to retrieve, construct, analyze, and visualize street networks from OpenStreetMap, and also retrieve data about Points of Interest such as restaurants, schools, and lots of different kind of services. It is also easy to conduct network routing based on walking, cycling or driving by combining OSMnx functionalities with a package called [NetworkX](https://networkx.github.io/documentation/stable/).\n", "\n", "To get an overview of the capabilities of the package, see an introductory video given by the lead developer of the package, Prof. Geoff Boeing: [\"Meet the developer: Introduction to OSMnx package by Geoff Boeing\"](https://www.youtube.com/watch?v=Q0uxu25ddc4&list=PLs9D4XVqc6dCAhhvhZB7aHGD8fCeCC_6N).\n", "\n", "There is also a scientific article available describing the package:\n", "\n", "- Boeing, G. 2017. [\"OSMnx: New Methods for Acquiring, Constructing, Analyzing, and Visualizing Complex Street Networks.\"](https://www.researchgate.net/publication/309738462_OSMnx_New_Methods_for_Acquiring_Constructing_Analyzing_and_Visualizing_Complex_Street_Networks) Computers, Environment and Urban Systems 65, 126-139. doi:10.1016/j.compenvurbsys.2017.05.004" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## NetworkX\n", "\n", "We will also use [NetworkX](https://networkx.github.io/documentation/stable/) to for manipulating and analyzing the street network data retrieved from OpenSTreetMap. NetworkX is a Python package that can be used to create, manipulate, and study the structure, dynamics, and functions of complex networks. Networkx module contains algorithms that can be used to calculate [shortest paths](https://networkx.github.io/documentation/networkx-1.10/reference/algorithms.shortest_paths.html)\n", "along road networks using e.g. [Dijkstra's](https://en.wikipedia.org/wiki/Dijkstra%27s_algorithm) or [A\\* algorithm](https://en.wikipedia.org/wiki/A*_search_algorithm)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Download and visualize OpenStreetMap data with OSMnx\n", "\n", "One the most useful features that OSMnx provides is an easy-to-use way of retrieving [OpenStreetMap](http://www.openstreetmap.org) data (using [OverPass API](http://wiki.openstreetmap.org/wiki/Overpass_API)).\n", "\n", "In this tutorial, we will learn how to download and visualize OSM data covering a specified area of interest: a district of Kamppi in Helsinki, Finland.\n", "\n", "### Street network\n", "\n", "OSMnx makes it really easy to do that as it allows you to specify an address to retrieve the OpenStreetMap data around that area. In fact, OSMnx uses the same Nominatim Geocoding API tthat we used for geocoding in Lesson 2." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import osmnx as ox\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's start by specifying ``\"Kamppi, Helsinki, Finland\"`` as the place from where the data should be downloaded. The place name should be *geocodable* which means that the place name should exist in the OpenStreetMap database (you can do a test search at https://www.openstreetmap.org/ or at https://nominatim.openstreetmap.org/ to verify that the place name is valid). " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Specify the name that is used to seach for the data\n", "place_name = \"Kamppi, Helsinki, Finland\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we will read in the OSM street network using OSMnx using the [graph_from_place](https://osmnx.readthedocs.io/en/stable/osmnx.html?highlight=graph%20from#osmnx.graph.graph_from_place) function:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Fetch OSM street network from the location\n", "graph = ox.graph_from_place(place_name)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check the data type of the graph:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "networkx.classes.multidigraph.MultiDiGraph" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(graph)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What we have here is a networkx [MultiDiGraph](https://networkx.org/documentation/networkx-1.10/reference/classes.multidigraph.html) object. \n", "\n", "Let's have a closer look a the street nework. OSMnx has its own function [plot_graph()](https://osmnx.readthedocs.io/en/stable/osmnx.html?highlight=plot_graph#osmnx.plot.plot_graph) for visualizing graph objects. The function utilizes Matplotlib for visualizing the data,\n", "hence as a result it returns a matplotlib figure and axis objects:\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the streets\n", "fig, ax = ox.plot_graph(graph)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great! Now we can see that our graph contains nodes (the points) and edges (the lines) that connects those nodes to each other." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Graph to GeoDataFrame\n", "\n", "We can now plot all these different OSM layers by using the familiar `plot()` function of Geopandas. As you might remember, the street network data is not a GeoDataFrame, but a graph object. Luckily, OSMnx provides a convenient function `graph_to_gdfs()` that can convert the graph into two separate GeoDataFrames where the first one contains the information about the nodes and the second one about the edge.\n", "\n", "Let's extract the nodes and edges from the graph as GeoDataFrames:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Retrieve nodes and edges\n", "nodes, edges = ox.graph_to_gdfs(graph)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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458077048True4Mechelininkatuprimary4015.388LINESTRING (24.92144 60.16345, 24.92140 60.16359)NaNNaNNaNNaNNaNNaN252388835681472640
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" ], "text/plain": [ " osmid oneway lanes name highway maxspeed length \\\n", "0 23717777 True 2 Porkkalankatu primary 40 10.404 \n", "1 23856784 True 2 Mechelininkatu primary 40 40.885 \n", "2 29977177 True 3 Mechelininkatu primary 40 5.843 \n", "3 122961573 True NaN Itämerenkatu tertiary 40 10.879 \n", "4 58077048 True 4 Mechelininkatu primary 40 15.388 \n", "\n", " geometry tunnel junction access \\\n", "0 LINESTRING (24.92106 60.16479, 24.92087 60.16479) NaN NaN NaN \n", "1 LINESTRING (24.92106 60.16479, 24.92095 60.164... NaN NaN NaN \n", "2 LINESTRING (24.92103 60.16366, 24.92104 60.16361) NaN NaN NaN \n", "3 LINESTRING (24.92103 60.16366, 24.92083 60.16366) NaN NaN NaN \n", "4 LINESTRING (24.92144 60.16345, 24.92140 60.16359) NaN NaN NaN \n", "\n", " bridge service ref u v key \n", "0 NaN NaN NaN 25216594 1372425721 0 \n", "1 NaN NaN NaN 25216594 1372425714 0 \n", "2 NaN NaN NaN 25238874 336192701 0 \n", "3 NaN NaN NaN 25238874 1519889266 0 \n", "4 NaN NaN NaN 25238883 568147264 0 " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "edges.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nice! Now, as we can see, we have our graph as GeoDataFrames and we can plot them using the same functions and tools as we have used before.\n", "\n", "
\n", "\n", "**Note**\n", "\n", "There are also other ways of retrieving the data from OpenStreetMap with OSMnx such as passing a Polygon to extract the data from that area, or passing Point coordinates and retrieving data around that location with specific radius. Take a look of this [tutorial to find out how to use those features of OSMnx](https://github.com/gboeing/osmnx-examples/blob/master/notebooks/01-overview-osmnx.ipynb).\n", "\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Place polygon\n", "\n", "Let's also plot the Polygon that represents our area of interest (Kamppi, Helsinki). We can retrieve the Polygon geometry using the [geocode_to_gdf()](https://osmnx.readthedocs.io/en/stable/osmnx.html?highlight=geocode_to_gdf(#osmnx.geocoder.geocode_to_gdf) -function." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# Get place boundary related to the place name as a geodataframe\n", "area = ox.geocode_to_gdf(place_name)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As the name of the function already tells us, `gdf_from_place()`returns a GeoDataFrame based on the specified place name query.\n", "Let's still verify the data type: " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "geopandas.geodataframe.GeoDataFrame" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Check the data type\n", "type(area)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's also have a look at the data:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
geometryplace_namebbox_northbbox_southbbox_eastbbox_west
0POLYGON ((24.92064 60.16483, 24.92069 60.16447...Kamppi, Southern major district, Helsinki, Hel...60.17207560.16046924.94345324.920642
\n", "
" ], "text/plain": [ " geometry \\\n", "0 POLYGON ((24.92064 60.16483, 24.92069 60.16447... \n", "\n", " place_name bbox_north bbox_south \\\n", "0 Kamppi, Southern major district, Helsinki, Hel... 60.172075 60.160469 \n", "\n", " bbox_east bbox_west \n", "0 24.943453 24.920642 " ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Check data values\n", "area" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot the area:\n", "area.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Building footprints\n", "\n", "It is also possible to retrieve other types of OSM data features with OSMnx such as buildings or points of interest (POIs). Let's download the buildings with `OSMnx` [geometries_from_place()](https://osmnx.readthedocs.io/en/stable/osmnx.html?highlight=geometries_from_place#osmnx.geometries.geometries_from_place) -function and plot them on top of our street network in Kamppi. \n", "\n", "*Note: in OSMnx versions < 0.9 we used the `buildings_from_place` method to retrieve building footprints.*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When fetching spesific types of geometries from OpenStreetMap using OSMnx `geometries_from_place` we also need to specify the correct tags. For getting [all types of buildings](https://wiki.openstreetmap.org/wiki/Buildings), we can use the tag `building=yes`." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# List key-value pairs for tags\n", "tags = {'building': True}" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "buildings = ox.geometries_from_place(place_name, tags)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's check how many building footprints we received:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.8/site-packages/ipykernel/ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", " and should_run_async(code)\n" ] }, { "data": { "text/plain": [ "430" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(buildings)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's also have a look at the data:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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2way/1479717014797170wayNaNCity of HelsinkiPOLYGON ((24.92427 60.16648, 24.92427 60.16650...surveyNaN10Lapinlahdenkatu...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
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4way/1479717214797172wayNaNNaNPOLYGON ((24.92647 60.16689, 24.92648 60.16689...surveyNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
\n", "

5 rows × 101 columns

\n", "
" ], "text/plain": [ " unique_id osmid element_type amenity operator \\\n", "0 way/8035238 8035238 way NaN NaN \n", "1 way/8042297 8042297 way NaN NaN \n", "2 way/14797170 14797170 way NaN City of Helsinki \n", "3 way/14797171 14797171 way NaN NaN \n", "4 way/14797172 14797172 way NaN NaN \n", "\n", " geometry source access \\\n", "0 POLYGON ((24.93563 60.17045, 24.93557 60.17054... NaN NaN \n", "1 POLYGON ((24.92938 60.16795, 24.92933 60.16797... NaN NaN \n", "2 POLYGON ((24.92427 60.16648, 24.92427 60.16650... survey NaN \n", "3 POLYGON ((24.92390 60.16729, 24.92391 60.16731... survey NaN \n", "4 POLYGON ((24.92647 60.16689, 24.92648 60.16689... survey NaN \n", "\n", " addr:housenumber addr:street ... outdoor_seating toilets addr:floor \\\n", "0 22-24 Mannerheimintie ... NaN NaN NaN \n", "1 2 Runeberginkatu ... NaN NaN NaN \n", "2 10 Lapinlahdenkatu ... NaN NaN NaN \n", "3 NaN NaN ... NaN NaN NaN \n", "4 NaN NaN ... NaN NaN NaN \n", "\n", " covered area ways type brand brand:wikidata electrified \n", "0 NaN NaN NaN NaN NaN NaN NaN \n", "1 NaN NaN NaN NaN NaN NaN NaN \n", "2 NaN NaN NaN NaN NaN NaN NaN \n", "3 NaN NaN NaN NaN NaN NaN NaN \n", "4 NaN NaN NaN NaN NaN NaN NaN \n", "\n", "[5 rows x 101 columns]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buildings.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, there are several columns in the buildings-layer. Each column contains information about a spesific tag that OpenStreetMap contributors have added. Each tag consists of a key (the column name), and several potential values (for example `building=yes` or `building=school`). Read more about tags and tagging practices in the [OpenStreetMap wiki](https://wiki.openstreetmap.org/wiki/Tags). " ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.8/site-packages/ipykernel/ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", " and should_run_async(code)\n" ] }, { "data": { "text/plain": [ "Index(['unique_id', 'osmid', 'element_type', 'amenity', 'operator', 'geometry',\n", " 'source', 'access', 'addr:housenumber', 'addr:street',\n", " ...\n", " 'outdoor_seating', 'toilets', 'addr:floor', 'covered', 'area', 'ways',\n", " 'type', 'brand', 'brand:wikidata', 'electrified'],\n", " dtype='object', length=101)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buildings.columns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Points-of-interest\n", "\n", "It is also possible to retrieve other types of geometries from OSM using the `geometries_from_place` by passing different tags. Point-of-interest (POI) is a generic concept that describes point locations that represent places of interest. \n", "\n", "In OpenStreetMap, many POIs are described using the [amenity-tags](https://wiki.openstreetmap.org/wiki/Key:amenityhttps://wiki.openstreetmap.org/wiki/Key:amenity). \n", "We can, for excample, retrieve all restaurat locations by referring to the tag `amenity=restaurant`. See all available amenity categories from [OSM wiki](https://wiki.openstreetmap.org/wiki/Key:amenity). \n", "\n", "*Note: We used the `pois_from_place()` method to retrieve POIs in older versions of OSMnx.*\n", "\n", "Let's retrieve restaurants that are located in our area of interest:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# List key-value pairs for tags\n", "tags = {'amenity': 'restaurant'}" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "156" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Retrieve restaurants\n", "restaurants = ox.geometries_from_place(place_name, tags)\n", "\n", "# How many restaurants do we have?\n", "len(restaurants)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, there are quite many restaurants in the area.\n", "\n", "Let's explore what kind of attributes we have in our restaurants GeoDataFrame:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.8/site-packages/ipykernel/ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", " and should_run_async(code)\n" ] }, { "data": { "text/plain": [ "array(['unique_id', 'osmid', 'element_type', 'addr:city', 'addr:country',\n", " 'addr:housenumber', 'addr:postcode', 'addr:street', 'amenity',\n", " 'cuisine', 'name', 'phone', 'website', 'wheelchair', 'geometry',\n", " 'toilets:wheelchair', 'opening_hours', 'delivery:covid19',\n", " 'opening_hours:covid19', 'takeaway:covid19', 'diet:vegetarian',\n", " 'name:fi', 'name:zh', 'short_name', 'diet:vegan', 'contact:phone',\n", " 'contact:website', 'source', 'outdoor_seating', 'addr:housename',\n", " 'email', 'level', 'address', 'access:covid19',\n", " 'drive_through:covid19', 'takeaway', 'delivery', 'url', 'brunch',\n", " 'lunch:menu', 'reservation', 'room', 'opening_hours:brunch',\n", " 'toilets', 'capacity', 'smoking', 'access:dog', 'operator', 'shop',\n", " 'alt_name', 'contact:email', 'established', 'description',\n", " 'name:sv', 'floor', 'name:en', 'description:en', 'old_name',\n", " 'highchair', 'lunch', 'was:name', 'website:en', 'brand',\n", " 'wheelchair:description', 'stars', 'wikidata', 'wikipedia',\n", " 'description:covid19', 'lunch:buffet', 'addr:place',\n", " 'internet_access', 'addr:floor', 'image', 'payment:mastercard',\n", " 'payment:visa', 'nodes', 'building'], dtype=object)" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Available columns\n", "restaurants.columns.values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, there is quite a lot of (potential) information related to the amenities. Let's subset the columns and inspect the data further. Useful columns include at least `name`, `address information` and `opening_hours` information:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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nameopening_hoursaddr:cityaddr:countryaddr:housenumberaddr:postcodeaddr:street
0KabukiNaNHelsinkiFI1200180Lapinlahdenkatu
1Empire PlazaNaNNaNNaNNaNNaNNaN
2Johan LudvigNaNHelsinkiFINaNNaNNaN
3Ravintola RivolettoMo-Th 11:00-23:00; Fr 11:00-24:00; Sa 15:00-24...HelsinkiFI3800120Albertinkatu
4PuebloNaNHelsinkiFINaNNaNEerikinkatu
5AtabarNaNHelsinkiFINaNNaNEerikinkatu
6Papa AlbertMo-Th 10:00-14:00, 17:30-22:00; Fr 11:00-23:00...HelsinkiFI3000120Albertinkatu
7Ravintola ChinaMo-Fr 11:00-23:00; Sa-Su 12:00-23:00; PH offHelsinkiFI2500100Annankatu
8Tony's deli + Street BarNaNHelsinkiFI700120Bulevardi
9Haru SushiMo-Fr 11:00-21:00; Sa 12:00-21:00; Su 13:00-21:00HelsinkiFI3000120Fredrikinkatu
\n", "
" ], "text/plain": [ " name \\\n", "0 Kabuki \n", "1 Empire Plaza \n", "2 Johan Ludvig \n", "3 Ravintola Rivoletto \n", "4 Pueblo \n", "5 Atabar \n", "6 Papa Albert \n", "7 Ravintola China \n", "8 Tony's deli + Street Bar \n", "9 Haru Sushi \n", "\n", " opening_hours addr:city addr:country \\\n", "0 NaN Helsinki FI \n", "1 NaN NaN NaN \n", "2 NaN Helsinki FI \n", "3 Mo-Th 11:00-23:00; Fr 11:00-24:00; Sa 15:00-24... Helsinki FI \n", "4 NaN Helsinki FI \n", "5 NaN Helsinki FI \n", "6 Mo-Th 10:00-14:00, 17:30-22:00; Fr 11:00-23:00... Helsinki FI \n", "7 Mo-Fr 11:00-23:00; Sa-Su 12:00-23:00; PH off Helsinki FI \n", "8 NaN Helsinki FI \n", "9 Mo-Fr 11:00-21:00; Sa 12:00-21:00; Su 13:00-21:00 Helsinki FI \n", "\n", " addr:housenumber addr:postcode addr:street \n", "0 12 00180 Lapinlahdenkatu \n", "1 NaN NaN NaN \n", "2 NaN NaN NaN \n", "3 38 00120 Albertinkatu \n", "4 NaN NaN Eerikinkatu \n", "5 NaN NaN Eerikinkatu \n", "6 30 00120 Albertinkatu \n", "7 25 00100 Annankatu \n", "8 7 00120 Bulevardi \n", "9 30 00120 Fredrikinkatu " ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Select some useful cols and print\n", "cols = ['name', 'opening_hours', 'addr:city', 'addr:country', \n", " 'addr:housenumber', 'addr:postcode', 'addr:street']\n", "\n", "# Print only selected cols\n", "restaurants[cols].head(10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, there is a lot of useful information about restaurants that can be retrieved easily with OSMnx. Also, if some of the information need updating, you can go over to www.openstreetmap.org and edit the source data! :)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the data\n", "\n", "Let's create a map out of the streets, buildings, restaurants, and the area Polygon but let's exclude the nodes (to keep the figure clearer)." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.8/site-packages/ipykernel/ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", " and should_run_async(code)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12,8))\n", "\n", "# Plot the footprint\n", "area.plot(ax=ax, facecolor='black')\n", "\n", "# Plot street edges\n", "edges.plot(ax=ax, linewidth=1, edgecolor='dimgray')\n", "\n", "# Plot buildings\n", "buildings.plot(ax=ax, facecolor='silver', alpha=0.7)\n", "\n", "# Plot restaurants\n", "restaurants.plot(ax=ax, color='yellow', alpha=0.7, markersize=10)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Cool! Now we have a map where we have plotted the restaurants, buildings, streets and the boundaries of the selected region of 'Kamppi' in Helsinki. And all of this required only a few lines of code. Pretty neat! \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "**Check your understading**\n", "\n", "Retrieve OpenStreetMap data from some other area! Download these elements using OSMnx functions from your area of interest:\n", " \n", "- Extent of the area using `geocode_to_gdf()`\n", "- Street network using `graph_from_place()`, and convert to gdf using `graph_to_gdfs()`\n", "- Building footprints (and other geometries) using `geometries_from_place()` and appropriate tags.\n", " \n", "*Note, the larger the area you choose, the longer it takes to retrieve data from the API! Use parameter `network_type=drive` to limit the graph query to filter out un-driveable roads.*\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.8/site-packages/ipykernel/ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", " and should_run_async(code)\n" ] } ], "source": [ "# Specify the name that is used to seach for the data. Check that the place name is valid from https://nominatim.openstreetmap.org/ui/search.html\n", "my_place = \"\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Get street network\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Get building footprints\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Plot the data\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extra: Park polygons\n", "Notice that we can retrieve all kinds of different features from OpenStreetMap using the [geometries_from_place()](https://osmnx.readthedocs.io/en/stable/osmnx.html?highlight=geometries_from_place#osmnx.geometries.geometries_from_place) method by passing different OpenStreetMap tags.\n", "\n", "Let's try to fetch all public parks in the Kamppi area. In OpenStreetMap, parks are often tagged as `leisure=park`. We can also add other green surfaces, such as `landuse=grass`. see OpenStreetMap, and OSM wiki for more details.\n", "\n", "- We need to start by fetching all footprints from the tag `leisure`:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "# List key-value pairs for tags\n", "tags = {'leisure': 'park', 'landuse': 'grass'}" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Retrieved 53 objects\n" ] } ], "source": [ "# Get the data\n", "parks = ox.geometries_from_place(place_name, tags)\n", "\n", "# Check the result\n", "print(\"Retrieved\", len(parks), \"objects\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "let's check the first rows:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.8/site-packages/ipykernel/ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", " and should_run_async(code)\n" ] }, { "data": { "text/html": [ "
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2way/1521836215218362wayPOLYGON ((24.92330 60.16499, 24.92323 60.16500...NaNsurveyNaN[144181223, 150532964, 150532958, 150532966, 1...parkTyömiehenpuistikkoTyömiehenpuistikkoArbetarparkenA2NaNNaNNaNNaNNaN
\n", "
" ], "text/plain": [ " unique_id osmid element_type \\\n", "0 way/8042256 8042256 way \n", "1 way/8042613 8042613 way \n", "2 way/15218362 15218362 way \n", "\n", " geometry access source addr:city \\\n", "0 POLYGON ((24.93566 60.17132, 24.93566 60.17130... NaN NaN NaN \n", "1 POLYGON ((24.93701 60.16947, 24.93627 60.16919... NaN NaN NaN \n", "2 POLYGON ((24.92330 60.16499, 24.92323 60.16500... NaN survey NaN \n", "\n", " nodes leisure \\\n", "0 [292719496, 1001543836, 1037987967, 1001544060... park \n", "1 [552965718, 293390264, 295056669, 256264975, 1... park \n", "2 [144181223, 150532964, 150532958, 150532966, 1... park \n", "\n", " name name:fi name:sv \\\n", "0 NaN NaN NaN \n", "1 Simonpuistikko Simonpuistikko Simonsskvären \n", "2 Työmiehenpuistikko Työmiehenpuistikko Arbetarparken \n", "\n", " hoitoluokitus_viheralue wikidata wikipedia landuse alt_name loc_name \n", "0 NaN NaN NaN NaN NaN NaN \n", "1 NaN NaN NaN NaN NaN NaN \n", "2 A2 NaN NaN NaN NaN NaN " ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "parks.head(3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check all column headers:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.8/site-packages/ipykernel/ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", " and should_run_async(code)\n" ] }, { "data": { "text/plain": [ "array(['unique_id', 'osmid', 'element_type', 'geometry', 'access',\n", " 'source', 'addr:city', 'nodes', 'leisure', 'name', 'name:fi',\n", " 'name:sv', 'hoitoluokitus_viheralue', 'wikidata', 'wikipedia',\n", " 'landuse', 'alt_name', 'loc_name'], dtype=object)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "parks.columns.values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "plot the parks:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Mt26aAtSx3lqbCwxVy5/f8UBpYC/wFzBVVXfn7dc0CiMfTx+E9KMFr8RdIfxKeOp7Tw9P/tvjvxmb8tSypzj992mHx1gYmMEwhks7cfkELSa04ErcldSyu267iw2PbsDL459R2U8vf5ovt3yZ+r6MTxl+vO9H7q53d0GG61TmKTSjUKpdvjY/3vcjjSs1Ti3bcmYL9b6ox4nL/zyJN6zZsNSk7xTQiT2j9hSpBM+OSXLD5QXXCWbRA4vSPTEX/nc4g34aRGJyIvP2ziNkZgge4sHY4LGsHrKaAN8AJ0bsWsxTaEahUNu3No0qNmLzmc2pZZvPbKbJt004eOEgzas0Z0b/GemO+IaFOZIbhYKIMKrVqFvKj1w8whud3uDPx/50WoKfjTnrlP3ayiS5UWgMaTqEgbcPTH0f6BfIpuGbeLfru055YEdVGb9lPO0nt3fpK/nmdN0oNESE73p/x8bTG+lRtwdf9vySMsXKOCWWM1fP8OjiRynhVYIt/95CpVL2juouOCbJjUKlQskKbB+5Pcv58grC7N2zef3313mnyzsMaTrEaXHYyiS5Ueg4K8GTU5J58OcHuRJ3hT8e+YPqZas7JQ57me/kDrbi6ApCZoYwZv0Y4pPiSdEUZ4dk5JKnhydPtHqCFQ+vKDQJDuZI7nBhJ8II9Atk+q7pFPMsxnvr3qNzrc50q9WN7nW6c7v/7TlO9Gi4js61Ojs7BLuZI7lVYnIiPWb2yPd+rydc5+t7v2btsLVcT7xOl1pdWHNyDU//+jSNvm7Ebf+7jek7p+fckWHkkjmSWy0/upwdUTvytc+oa1GpV10rlarE651eByzf7XZG7STsRBhhJ8Io6V0yX/drOJequtTZmXlAxSpFUxj35zjua3Rfvn3f+n7P99QoW4OggKB86c9wbarKpO2TmLF7BmFDwgr83r15QCUH2yO34yEe+XpB5c+IP2lTvU2+9We4rnPXztF3bl9GLBnB+lPreXvN284OKZVJcqsWVVswouWIfOtPVQtkbvTklGSeXv40Cw8u5Gq8me/SGRYdXETjbxqz5PCS1LKPN3zM+lPrM62vqnz919f0ndO3QGawMUlu5SEelPAukW/9Hbt8jLrl6+Zbf1nZH72fL7d8Sf95/akwtgKdp3Xmwz8+ZNvZbeZ2nYPFxMfw2OLH6Dev3y3zyqVoCkMWDCEmPiZd+dFLR+kyvQtPLnuSXw7/wv82/c/hcZoLbxmkaAoe8s/fvrd+f4vTV08TVDOIR5o/YnM/vx3/je51ujsixHT+jPgz9eeklCTWha9jXfg6Xlv9GhVLVqR7ne4E1w6me53u1PKt5fB4ioq4pDhaTWzF4YuHs6zTomoLklKSAMsZ12d/fsabv7/JjaQbqXVeW/0ad9e726EP15gkz2DLmS0sPrSY5lWak5CcwJIjS9geuZ2fDvzEtF3TWPHwCop7Fc+xn51RO/P19D8raZM8o+jYaObunZs6+WHd8nUJrhNMcJ1gutbqSoWSFRwen7sq7lWcQY0H8c7ad27ZVrZYWb7q+RUPN3kYEWHf+X08uvhRtpzZckvd+OR4Hv75Ybb8e4vDvtqZJM/Ax9OHMevHMLz5cH478Rsnr5wELH+5a5araVOCp2gKqprujMBRNp7eaHPdY5ePcWzbMb7b9h2C0Lxqc4JrW5K+Q80O5laenV4Leo3lR5enS95OAZ2Y0W8GAb4BpGgKn2z4hDd/f5P45Pgs+9l1bhdv/v4mY4LHOCROk+QZlCtWjg41OzCx70RUlZiEGEp4lWDD6Q2cu3bOpj52Ru2kWZVmjg0UuHzjMgcv5m4iW0XZHrmd7ZHbGbtxLD6ePnSo0YG+DfrybNtn8zdQN+Xt6c3M/jNp9m0zkjWZD7p9wHNtn8PTw5Njl44xdOFQNpzeYFNfn2z8hN71e9OxZsd8j9NceMugrl9dVg9ZDVgebSxbrCzent5sPL2RLrW62NRHXFIcPQN7OjBKC3uO4jlJSE7g95O/E3YiLN/6LArqV6jP9H7T+evff/FC+xfw9PDkm7++oem3TW1OcMj6Ql1+MEfyTHh7enM94TrrT60nWZNJSkliy5ktvBr0qk3t29do7+AILb7+6+t87a9ZlWZ82uPTfO2zKLiv0X0ARFyNYPji4aw8tjJX/Zy4coJnfn2GKaFT8jM8k+RZiboWxbBFw4i6FgVQIKff9lp/OvP7sLnxn3b/4YNuH1DMq5jNbSJjIqlSuopLDeF0llm7ZzF6+eh0U0fnxtSdU+nboC/9GvbLl7jAJHmW6vrVZeu/t7Lh9Aa2nNnCtYRrzg7pFvlxale1dFVm9J9BcJ1gu9odvHCQRl83olKpSnSs2ZGgmkF0rNmRppWb4unhmee4CosrcVcYtXRUuuWb8mrELyNoV70dlUtXzrmyDUySZ+PklZPcP/9+ACb2mejkaG7lIR4ka3Ku24c2CGVS30n4l/S3u+1ba94iRVOIuhbF/P3zmb9/PmBZ1KBdjXapSd/mtjb5OsjIlawLX8fgBYM59fepfO03Ojaax355jF8G/ZIv/ZkLb9moX6E+cwfOpWPNjgT6BTo7nFt4e3rnql0JrxJ81/s7Fty/IFcJDhBSJyTT8piEGFYeW8kbv79B1+ldKTemHH3n9OV6wvVc7ccVJaUk8VrYa3Sd3jXfE/ymJYeXMHFb/hxYbEpyEfEVkfkiclBEDohIOxHxE5FVInLE+lo+i7ZTROS8dc2zjNtGi8ghEdknImPTlDcRkU3W8j0ikvPNaTskpyTbNGa4YqmK3N/4fu7wv4M95/fkZwj5opin7d+fbwquE8z2kdsZ0XJEnr5LD28+nD71++RYL6RuCBP6TKCUT6lc78vVrDm5hg/Xf+jwYcPPr3yeY5eO5bkfW4/k47AsJ9wQaAocwLJGeZiqBgJhZL1m+TTgnoyFItIVCAWaqGoj4L/Wci9gFvC4tbwLkGhjnDl6NexVfN73setWUbUy1VxySKgtA3PA8iz7wvsXsvHRjawavIqG/g3zvG8RYWKfiVmeCZTwKsHXvb5myaAlTp100RFaV2tNzXI1Hb6fawnXGLJwCMkpuf9KBjYkuYiUBToBkwFUNUFVr2BJ0JtTmkwH+mXWXlXXAZcy2TQKGKOq8dZ6N9c37wHsVtVd1vKLqnn44plBKe9SpGgKI34Zkekww8zsPr+bTgGdbin/7fhvTl3wvpR3zkfHIU2GEPl8JKENQ2lXo12+7r9y6cpM6D3hlvJW1VqxY+QORrUe5ZZX3ssVL8fM/jMLbETjmPV5GwlnS5R1gGhgqojsEJFJ1nXDK6tqJID11d6Jp+sDQSKyWUTWikjrNOUqIitEZLuIvJRZYxEZISJbRWRrdHS0zTutUroKjSo24vl2z7P25Fo+/ONDZu6ayY3EG5nWn7ZzGt4e3pQtVvaWbUMXDqXSJ5W4a+JdvLv23QJf+D67U+DSPqUJGxLG9P7T8fBw3P+M/W/vnzotsYd48HrQ62x8dCMN/Bvk0LJw6xTQif/r8H8O309pn9JUK1MtT33YcnXdC2gBjFbVzSIyjqxPze3dd3mgLdAa+EFE6ljLO1rLYoEw64wX6c6vVXUCMAEsM8PYutPKpSuzL3ofo5ePTlferEoz7qx85y31J22fRFDNW2d2SUhOIDImEkX56+xfJKYk8mbnN20NI1+UK1Yu0/KQOiEsHrTY5tP5vPrini84/fdp3u/2foENBHIF73R5h1XHV7H1rGOWzW5bvS2z+s+irl/eHlm2JckjgAhVvbnS3HwsSX5ORKqqaqSIVAXOZ9lD1v3+rJbD3xYRSQH8reVrVfUCgIgsw/JHJl/GW1YpXYXSPqX5bfBvLDq0iI83fEz54uXxLe7LggMLiLoWxdmYs3iIB/ui97H73O5Mk/fM1TMo//xt6RLQJT/Cs0u54umT3MfThymhU3jozocKPI7VQ1cX6D5dgbenN7MHzKbFdy24nph/dw+8PLx4o9MbvBb0Wr6MOcgxyVU1SkROi0gDVT0EdAf2W/8NBcZYXxfZue+FQDdgjYjUB3yAC8AK4CURKQkkAJ2Bz+zsO0tVSlfhesJ1WlZryZFLR+gU0Ik+9ftQ3Ks4A34YcEt9D/HI9OiU8daJM6bqrVDin0dFm1VpRtjgMPxK+hV4HEVZ/Qr1+d/d/2PkkpH51t/M/jO567a78qU/sH0wzGhgtoj4AMeBR7B8n/9BRIYDp4D7AESkGjBJVXtZ38/BcoXcX0QigLdUdTIwBZhivbWWAAy1HtUvi8j/gL8ABZap6tJ8+W2xXGlWlAuxF2hdrTWHLhxi97ndnL9uORGpUKICswfMxre4L/uj9xN5LTLdutg3pU1yQTI9pXe0Pg36sOXsFp5s/SRP3fVUge/fsBjRcgTLjy5n4cGFeern8ZaP8+ndn+b7I782Jbmq7gRumQUSy1E9Y92zQK807wdl0WcC8HAW22ZhuY2W73w8ffAr4cf1hOukaAr9Gvbjo/Uf4Vvclw+6fUDv+r1pUrkJQLaTMIb/HZ76c5PKTZwyAcO/7vgX/7rjXwW+X+NWE/tMZHPEZiKvRdrdtnKpykzqO4ne9Xs7ILIiOqx17sC5VCpVKXVFzPn/zzIk09anzAAOXDiQ+nPngMK3qoaRv/xL+jOt3zTumXVPums1OenboC+T+kyiYqmKDoutSA5rDakbkuclb3dG7Uz92dbnzA331qNuD55p84xNdUt5l2Jin4ksemCRQxMcimiS51VcUhyHLhwCLN/HMxsoYxRNY4LHcGelW2/FptW2elt2Pr6Tx1o8ViAxmSTPhX3n96U+/eWs7+OGayrmVYzvB36f6RgFLw8v3unyDusfWU89v3oFFpNJ8lzYdW5X6s/mVN3IqHGlxozpnn4oaqBfIBse3cCbnd8s8OftTZLngvk+buTk6TZPc089y3NZI1uOZMfIHfl679seRfLqel5titiU+rMjZtc0Cj8RYWroVLad3ca99e91aizmSG6DpJQkImMs9z+vJVxjR6RlieMmlZvketIFw/1VKV3F6QkOJsltsvf8XlYcWwHAptObUi+69azn+GmXDSOvTJLbICY+hja3WUa/xSbGpk6CcPM7l2G4MpPkNggKCOL2ircDENowlG61u1Hap3SReqzSKLzMhbdcaHNbG+qWr+vwtccNIz+YJM+Fp9s87ewQSNEUxv05Dv+S/gxuOtjZ4RguzCR5IRQZE8mwRcNYeWwlZXzK0LFmR2qXr+3ssAwXZb6TO9mMXTMYMG8ACckJNtVffGgxTb5tkrreVmCFwNSF7g0jMybJnayeXz0WH1rMu2vfzbHuiqMrCJ0byoXYCwjCqx1fZdPwTQRWcL2FHwzXYZLcydrXaM+bnd/ko/UfsTlic7Z1g+sE0zmgMwHlAlg7bC0fdP/AXPwzcmSS3AW8GvQq7aq3Y+jCoVlODQ3g6eHJzP4zGdVqFEEBBT/dlFE4mSTPRlxSHH+E/+Hw/Xh5eDF7wGyirkXxalj2s9PUKFeDwAqB7Dnness2Ga7JJHk29p3fx6ebPi2QfQX4BvBt72/5fPPnrDm5Jtu6A24fQONKjQskLqPwM0mejUs3LhXo/G0PNH6AoU2HMmzhsBzXHnfH5YcMxzBJno2QuiE81+65At3nlz2/xMvDi+dXPF+g+zXcl0lyF1OmWBm+H/g903ZNY9mRZc4Ox3ADJsmz4ayj6V233cV7Xd/jscWPcelGZgvCGobtTJJnISE5AS8P5436fbH9izTwb8BTy8zKKEbemCTPwpmrZ+jboK/T9n/znnhMQgyxibFOi8Mo/GxKchHxFZH5InJQRA6ISDsR8RORVSJyxPpaPou2U0TkvHXNs4zbRovIIRHZJyJjM2yrKSLXROSF3P1qebPq+Cq2nd3mjF2nql62Or8M+iXf18YyihZbj+TjgF9VtSHQFDiAZfniMFUNxLKscFZrlk8DbplCRUS6AqFAE1VtBPw3Q5XPgOU2xpfvqpWpZmZiNdxCjl86RaQs0AkYBqkLFSaISCiW1UoBpgNrgP/L2F5V14lIrUy6HgWMUdV4a73U9c1FpB+W1VPzb9FnOzlq8TnDKGi2HMnrANHAVBHZISKTRKQUUFlVIwGsr5Xs3Hd9IEhENovIWhFpDWDt+/+Ad7JrLCIjRGSriGyNjo62c9eGUXTYkuReQAvgG1VtjuXomtWpuT28gPJAW+BFLGudC5bk/kxVr2XXWFUnqGorVW1VsaJjF4wzjMLMlntEEUCEqt58DnI+liQ/JyJVVTVSRKoC57PsIet+f1ZVBbaISArgD7QB/mW9EOcLpIhInKp+ZWf/hmFgw5FcVaOA0yLSwFrUHdgPLAaGWsuGAovs3PdCoBuAiNQHfIALqhqkqrVUtRbwOfChSXDDyD1br66PBmaLyG6gGfAhMAYIEZEjQIj1PSJSTURSx2OKyBxgE9BARCJEZLh10xSgjvXW2lxgqPWoXiA+3fhpjg+BuKvDFw87OwSjIKlqof/XsmVLtVef7/voIwsf0bjEuHTlsQmxOn7LeLv7y42UlJQC2c9NsQmx+uzyZ1XeFl16eGm+9JmUnJQv/Rh5B2zVTPKjyI54W3D/AsaGjOXklZOcjTmbWv7Jxk+Yt2+ew/d/4vIJ2k5uy+oTqx2+L4DtkdtpOaEln2/+HEUZvng4F2Iv5Lq/6wnXGfnLSAYvMNNBu7oim+QvrXqJip9UpOH4hrSe2JqIqxEAHLp4iJNXTjp03wsOLKDFhBZsObOFoQuHciXuikP3t/bkWtpMasOBCwdSy6KuRTFq6Sg0l9+Qhi8eztIjS3msxWP5FabhIEU2ydvXaM+9gfcyuMlg7rvjvtSVSh++82HOXD3jkGmOE5MTefbXZxnww4DUxI64GsETS5/I932l1b5Ge5pUbnJL+fz98/l+z/e56nNM8Bh2j9pNt9rd8hqe4WBFNsnbVG9D2+ptqViyIlfjrzJl5xRm7ppJz8Ce3Fv/Xs5cPZOv+zt55SQdp3Zk3OZxt2ybs3cOc/bMydf9peXt6c3M/jMp5lksXXkZnzK5nmGmlm8t/Er45Ud4hoMV2RVUfIv7MnbDWGIS/rnCvufcHgY3HUxInRDC/w4nwDcgT/s4cfkEc/fOJSE5gXGbx3E57nKWdZ9Y9gRBAUFUL1s9T/vMyh0V72BM8BieW2GZ6aZLrS5MC51m9+/4R/gfLD+6nA+7f+iIMA0HKLJJXtqnNFNDp/LmmjfZH70fgNNXTwNwI/EG4VfCIQ85Pnv3bJ5Y9gRX46/aVP9K3BWGLhzKb4N/c9j8bU+3eZpVx1cRXDuYZ9o+g4fYdyI37s9xPLfiORSlV2AvOtbs6JA4jfxVZE/XAQbeMZB3u/yzcknHmh1RVebtm0f43+G56jMmPobBCwbz8IKHbU7wm1afWM1nf36Wq/3awkM8WDJoCc+1e87uBAfLjDU3jfhlBBtObcjP8AwHKdJJDpZEfz3odQLKBTA1dCoLDi5gW+Q2y5HcTrGJsbSY0IJZu2flOp4dUTty3dYWeTlLaFejHUObWQY5HrhwgJ6ze3Li8on8Cs1wkCKT5NndKnqn6zuEDQmjZrmaLD28FCBXR/KS3iXp16BfruIr41OGaaHTmNl/Zq7aF5T3ur6XehYQkxDDf1b+x8kRGTkpMkn+1pq3skx0D/Ggrl9dABr4W4bo/3X2L6Kv2/8I6wfdP8j0dlV22tdoz67Hd6UeJV1Z9bLV081FX7d8XSdGY9iiyCT5ksNLWH9qfY71nm37LC+2f5H4pHhGLBlh92ARH08fZg+Yfcvtqsx4eXjxbpd3WTdsXaFaXzy4TjAAz7R5ho9DPiYxOdHu6w9GwSkySV6ueDk2RWzKsZ6Ppw9jQ8ay8/GdbDu7jWk7p9m9r8aVGvNR94+yrRPoF8iGRzfwRuc38PTwtHsfzvRk6ydZN2wdn9/zORtObaDFhBZ0mNKBuKS4LNtsPbuVFE0pwCiNm4pMknet1dWuKZbrV6jPwgcW8nLYy0TGRNq9v2fbPpt6xMvo3y3+zY6RO9JdrS5MyhUvR1BAEI8veZxO0zqx9/xe9p7fy8u/3TqXSHxSPC+teom7Jt7FZ5scd+fAyFqRSfIH73wQQdh0Ouej+U0tqrYg/NlwqpSuYvf+RIRpodMoX/yfSWz9S/qz8P6FTOgzgVI+pezu09V0rdU13Wez4OACEpMTU9/vO7+PNpPa8MnGT1CUV1e/aq7GO0GRSfLbytzGpB2TCJ4ZzM8Hfra5XVJKEv9Z+R9m7Jph/z7L3sZ3vb8DoGe9nuwZtYfQhqF29+Oq7m98P3tH7U2d1fbU36dSx+EnpyTTf15/dp3bBVjuHkzqM4lavrWcFG0Rltnzp4Xtn63Pk28/u1293/VW3kZfXPmiTW1eXvWy8jZa4v0SeuTiEZvaZLTy6MpctSssYhNi9Y7xdyhvo7yNLj+yXFVVVx9frfK2aMcpHfXE5RPODbIIwDxPDs2rNufdrpYRbp9s/ITfjv+Wbf0LsRcY/9d4AG4k3WD44uG5ungUUjfE/mALkRLeJZjVfxalvEsxNngsPer2AKBr7a6sGryKNUPXmCO4ExWpJAfLGmMdanQA4Md9P2Zb17+kPx90+yD1/brwdXyx+QuHxldYNa/anPBnw3mxw4vphsx2r9O90N09cDdFLsk9PTyZ0X8GpX1Kc+76udTymw+pZPRYi8fSPVL5StgrTN4+2eFxFkYVSlZwdghGJopckgPUKV+HcfeM4+66dwNw9NJRukzrQtS1qFvqlvAuwYONH0x9H5cUl/q0mmEUBkUyyQEeafYIj7d6HIB3175LdGw07619L9O6PQN7AlDcqzhf9fyKtzq/VWBxGkZeFdnnydM+jeVb3BeAr7d+TctqLXm0+aPp6vao24PJfSfTrno7bq94e0GGaRh5JlpwU507TKtWrXTr1q25bn/pxiWeWvYUP+7/kVLepTjz/Bm3GKxiFC0isk1VW2UsL7JH8rT8Svjx/cDv+bTHp8zdO5cLsReyTPJjl44xafskinsVZ3DTwdQpX6eAozUM+5gkT6Nqmao81+65bOt4iAdf/fUV1xKuER0bzZc9v3TYdE2GkR9suvAmIr4iMl9EDorIARFpJyJ+IrJKRI5YX8tn0XaKiJy3LoeUcdtoETkkIvusCxwiIiEisk1E9lhfXWrO39rlazOr/yw2PLqBgbcPZPTy0ebpKsOl2Xp1fRzwq6o2BJoCB7CsbBqmqoFAGFkvZzwNuCdjoYh0BUKBJqraCPivddMFoI+q3ollIUWXmyoltGEoW85soduMboz/azzjt4x3dkiGkaUck1xEygKdgMkAqpqgqlewJOh0a7XpQL/M2qvqOuBSJptGAWNUNd5a77z1dYeq3ly3aB9QXERynoGhgD3c5GGqlakGwEu/vZTlYBrDcDZbjuR1gGhgqojsEJFJIlIKqKyqkQDW10p27rs+ECQim0VkrYi0zqTOQGDHzT8EaYnICBHZKiJbo6Ptn6Ypr/xL+jOr/ywEIS4pjsELBpOQnFDgcRhGTmxJci+gBfCNqjYHrpP1qbk9vIDyQFvgReAHSXMFS0QaAR8DIzNrrKoTVLWVqraqWLFiPoRjv661u/JKx1cAy4KC76x5xylxGEZ2bEnyCCBCVTdb38/HkvTnRKQqgPX1vJ37jgB+tj4ltwVIAfyt/VUHFgBDVPWYnf0WqHe6vsMDjR8AYMyGMWYucsPl5JjkqhoFnBaRBtai7sB+YDGWC2NYXxfZue+FQDcAEakP+AAXRMQXWAq8oqounzFeHl7M6j+LUa1GkaIpDFk4hJj4mJwbGkYBsfXq+mhgtojsBpoBHwJjgBAROQKEWN8jItVEZNnNhiIyB9gENBCRCBEZbt00BahjvbU2FxhqffD9KaAe8IaI7LT+s/f7foHy9PDkq15f8dCdD3H88nHe+P0NZ4dkGKlsGgyjqjuBW4bLYTmqZ6x7FuiV5v2gLPpMAB7OpPx94H1b4nIlHuLBlNApnLt+Dk8xz08brsOMeMtHPp4+LH5gMT6ePs4OxTBSmSTPZyW8Szg7BMNIp8g+T14QVJUf9/3IjkjHLmJoGNkxR3IH2XBqA0MWDuH45eM0qNCA7SO3U9K7pLPDMoogcyR3kA41OzCypWUcz6GLh3hh5QtOjsgoqkySO9BLHV5iRr8ZFPcqzjdbv+Gn/T+Zoa9GgTNJ7mCDmw5m24htBNUM4l8//ov31xW6u4NGIWeSvADcUfEO1g5by4L7F/Dr0V/568xfzg7JKELMhbcCIiL0a9iP0AahRMcW/FNzRtFljuQFTESoVMqlR+kabsYkuYMlpyQTcTXC2WEYRZhJcgfz9PDk+OXjPLXsKTae3ujscIwiyHwnLwCdAjrh4+lDv7n9KFe8HEObDmVI0yFUL1vd2aEZRYA5kheQttXbMu9f84hLiuOdte8Q8HkAd8+6mzl75hCXFOfs8Aw3ZpK8AHWu1ZnwZ8M5/dxp6vnV42zMWaKuRbHu5DpeXPkis3bPIjE5ke+2fsegnzJ9Qtcw7GaWSXKSSzcuUdqnNGM3jOW7bd+lXpyrW74urwa9atZdM+yW1TJJJsldRPiVcP449QfrT61nR9QONj66EU8PM/mEYTuzFpqLC/ANIMA3gIeb3DJZjmHkiflObhhuziS5Ybg5k+SG4eZMkhuGmzNJbhhuziS5Ybg5k+SG4eZMkhuGmzNJbhhuzi2GtYpIDHDI2XHYyB+44Owg7FCY4i3qsQaoasWMhe4yrPVQZmN2XZGIbC0ssULhitfEmjlzum4Ybs4kuWG4OXdJ8gnODsAOhSlWKFzxmlgz4RYX3gzDyJq7HMkNw8iCSXLDcHMukeQiUkNEfheRAyKyT0SeybD9BRFREfHPov0zIrLX2vbZNOWfiMhBEdktIgtExDfNtldE5KiIHBKRu101VhGpJSI3RGSn9d+3LhDre9Y4d4rIShGplmabq32umcbqip9rdu1z+7kCoKpO/wdUBVpYfy4DHAbusL6vAawAwgH/TNo2BvYCJbHc9/8NCLRu6wF4WX/+GPjY+vMdwC6gGFAbOAZ4umistYC9Lva5lk1T72ngWxf+XLOK1eU+16za5+VzVVXXOJKraqSqbrf+HAMcAG6zbv4MeAnI6grh7cCfqhqrqknAWqC/ta+V1jKAP4GbqxmEAnNVNV5VTwBHgbtcNNZcc2CsV9PUK5WmD1f8XLOKNdccFWs27XP9uYKLnK6nJSK1gObAZhHpC5xR1V3ZNNkLdBKRCiJSEuiF5a9hRo8Cy60/3wacTrMtgn/+I7larAC1RWSHiKwVkSB743RErCLygYicBh4C3rQWu+TnmkWs4GKfazbt8/S5utSwVhEpDfwEPAskAa9hOY3NkqoeEJGPgVXANSynNUlp64jIa9ay2TeLMuvKRWONBGqq6kURaQksFJFGGY5QBR6rqr4GvCYirwBPAW/hop9rFrG61OdqTfis2uftc83NdxJH/AO8sXwXed76/k7gPHDS+i8JOAVUyaGfD4En0rwfCmwCSqYpewV4Jc37FUA7V4w1kzZrgFbOjjVNeQDW77au+rlmFqurfa7Ztc/z52prRUf+w/KXagbweTZ1TpLJhQzrtkrW15rAQaC89f09wH6gYob6jUh/IeM4tl8gKuhYK96MDagDnAH8nBxr2gtFo4H5Lvy5ZhWry32uWbXPy+eq6jpJ3hHL6cduYKf1X69sfulqwLI02/6wJsguoHua8qNYvsvc7PPbNNtew3KV8hDQ01VjBQYC+6z1twN9XCDWn7B8t9wN/ALc5sKfa6axuuLnmlX7vHyuqmqGtRqGu3O5q+uGYeQvk+SG4eZMkhuGmzNJbhhuziS5Ybg5k+SG4eZMkhuGm/v/P+XENioiisAAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "parks.plot(color=\"green\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can add the park polygons to our map:" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.8/site-packages/ipykernel/ipkernel.py:287: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", " and should_run_async(code)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12,8))\n", "\n", "# Plot the footprint\n", "area.plot(ax=ax, facecolor='black')\n", "\n", "# Plot the parks\n", "parks.plot(ax=ax, facecolor=\"green\")\n", "\n", "# Plot street edges\n", "edges.plot(ax=ax, linewidth=1, edgecolor='dimgray')\n", "\n", "# Plot buildings\n", "buildings.plot(ax=ax, facecolor='silver', alpha=0.7)\n", "\n", "# Plot restaurants\n", "restaurants.plot(ax=ax, color='yellow', alpha=0.7, markersize=10)\n", "plt.tight_layout()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.6" } }, "nbformat": 4, "nbformat_minor": 4 }