{ "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": [ "## Main tools in this lesson\n", "\n", "### 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\n", "\n", "\n", "[This tutorial](https://github.com/gboeing/osmnx-examples/blob/master/notebooks/01-overview-osmnx.ipynb) provides a practical overview of OSMnx functionalities, and has also inspired this AutoGIS lesson.\n", "\n", "*Note: major changes were implemented in OSMnx versions > 0.9. This lesson has been updated accordingly.*\n", "\n", "" ] }, { "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) in the background. In this tutorial, we will learn how to download and visualize the street network and additional data from OpenStreetMap covering a specified area of interest.\n", "\n", "### Street network\n", "\n", "The [osmnx.graph -module](https://osmnx.readthedocs.io/en/stable/osmnx.html?highlight=graph_from#module-osmnx.graph) enables downloading and constructing a routable road network graph based on user-defined area of interest. The user can specify the area of interest, for example using a placename, a bounding box or a polygon. Here, we will use a placename for fetching data from the Kamppi area in Helsinki, Finland. In the place name query, OSMnx uses the Nominatim Geocoding API." ] }, { "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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yxosmidhighwayrefgeometry
2521659460.16479424.92105725216594NaNNaNPOINT (24.92106 60.16479)
2523887460.16366524.92102825238874NaNNaNPOINT (24.92103 60.16366)
2523888360.16345224.92144125238883crossingNaNPOINT (24.92144 60.16345)
2523893360.16111424.92452925238933NaNNaNPOINT (24.92453 60.16111)
2523894460.16463124.92128625238944NaNNaNPOINT (24.92129 60.16463)
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" ], "text/plain": [ " y x osmid highway ref \\\n", "25216594 60.164794 24.921057 25216594 NaN NaN \n", "25238874 60.163665 24.921028 25238874 NaN NaN \n", "25238883 60.163452 24.921441 25238883 crossing NaN \n", "25238933 60.161114 24.924529 25238933 NaN NaN \n", "25238944 60.164631 24.921286 25238944 NaN NaN \n", "\n", " geometry \n", "25216594 POINT (24.92106 60.16479) \n", "25238874 POINT (24.92103 60.16366) \n", "25238883 POINT (24.92144 60.16345) \n", "25238933 POINT (24.92453 60.16111) \n", "25238944 POINT (24.92129 60.16463) " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nodes.head()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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osmidonewaylanesnamehighwaymaxspeedlengthgeometrytunneljunctionaccessbridgeservicerefuvkey
023717777True2Porkkalankatuprimary4010.404LINESTRING (24.92106 60.16479, 24.92087 60.16479)NaNNaNNaNNaNNaNNaN2521659413724257210
123856784True2Mechelininkatuprimary4040.885LINESTRING (24.92106 60.16479, 24.92095 60.164...NaNNaNNaNNaNNaNNaN2521659413724257140
229977177True3Mechelininkatuprimary405.843LINESTRING (24.92103 60.16366, 24.92104 60.16361)NaNNaNNaNNaNNaNNaN252388743361927010
3930820886True1Itämerenkatutertiary3010.879LINESTRING (24.92103 60.16366, 24.92083 60.16366)NaNNaNNaNNaNNaNNaN2523887415198892660
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 930820886 True 1 Itämerenkatu tertiary 30 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." ] }, { "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, it returns a GeoDataFrame object 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": [ "
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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. " ] }, { "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": [ "437" ] }, "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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5 rows × 103 columns

\n", "
" ], "text/plain": [ " unique_id osmid element_type amenity operator wheelchair \\\n", "0 way/8035238 8035238 way NaN NaN NaN \n", "1 way/8042297 8042297 way NaN NaN NaN \n", "2 way/14797170 14797170 way NaN City of Helsinki NaN \n", "3 way/14797171 14797171 way NaN NaN NaN \n", "4 way/14797172 14797172 way NaN 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 ... lippakioski takeaway outdoor_seating addr:floor \\\n", "0 22-24 ... NaN NaN NaN NaN \n", "1 2 ... NaN NaN NaN NaN \n", "2 10 ... NaN NaN NaN NaN \n", "3 NaN ... NaN NaN NaN NaN \n", "4 NaN ... NaN NaN NaN NaN \n", "\n", " covered area ways type electrified nohousenumber \n", "0 NaN NaN NaN NaN NaN NaN \n", "1 NaN NaN NaN NaN NaN NaN \n", "2 NaN NaN NaN NaN NaN NaN \n", "3 NaN NaN NaN NaN NaN NaN \n", "4 NaN NaN NaN NaN NaN NaN \n", "\n", "[5 rows x 103 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',\n", " 'wheelchair', 'geometry', 'source', 'access', 'addr:housenumber',\n", " ...\n", " 'lippakioski', 'takeaway', 'outdoor_seating', 'addr:floor', 'covered',\n", " 'area', 'ways', 'type', 'electrified', 'nohousenumber'],\n", " dtype='object', length=103)" ] }, "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": [ "166" ] }, "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', 'diet:halal', 'diet:kosher', 'name', 'phone', 'website',\n", " 'wheelchair', 'geometry', 'toilets:wheelchair', 'opening_hours',\n", " 'delivery:covid19', 'opening_hours:covid19', 'takeaway:covid19',\n", " 'diet:vegetarian', 'name:fi', 'name:zh', 'short_name',\n", " 'description', 'diet:vegan', 'contact:phone', 'contact:website',\n", " 'source', 'outdoor_seating', 'check_date:opening_hours',\n", " 'addr:housename', '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', 'name:sv', 'brand',\n", " 'brand:wikidata', 'brand:wikipedia', 'floor', 'name:en',\n", " 'description:en', 'old_name', 'highchair', 'lunch', 'was:name',\n", " 'website:en', 'wheelchair:description',\n", " 'check_date:diet:vegetarian', '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": [ "### 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": 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": [ "# List key-value pairs for tags\n", "tags = {'leisure': 'park', 'landuse': 'grass'}" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Retrieved 55 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": 25, "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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unique_idosmidelement_typegeometryaccesssourceaddr:citynodesleisurenamename:finame:svhoitoluokitus_viheraluewikidatawikipedialandusealt_nameloc_name
0way/80422568042256wayPOLYGON ((24.93566 60.17132, 24.93566 60.17130...NaNNaNNaN[292719496, 1001543836, 1037987967, 1001544060...parkNaNNaNNaNNaNNaNNaNNaNNaNNaN
1way/80426138042613wayPOLYGON ((24.93701 60.16947, 24.93627 60.16919...NaNNaNNaN[552965718, 293390264, 295056669, 256264975, 1...parkSimonpuistikkoSimonpuistikkoSimonsskvärenNaNNaNNaNNaNNaNNaN
2way/1521836215218362wayPOLYGON ((24.92330 60.16499, 24.92323 60.16500...NaNsurveyNaN[144181223, 150532964, 150532958, 150532966, 1...parkTyömiehenpuistikkoTyömiehenpuistikkoArbetarparkenA2NaNNaNNaNNaNNaN
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" ], "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": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "parks.head(3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check all column headers:" ] }, { "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/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": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "parks.columns.values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "plot the parks:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\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": 28, "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": [ "# Create a subplot object for plotting the layers onto a common map\n", "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()" ] }, { "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": 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" ] } ], "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": 30, "metadata": {}, "outputs": [], "source": [ "# Get street network\n" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "# Get building footprints\n" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "# Plot the data\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Advanced reading\n", "\n", "If analyzing OpenStreetMap data over large areas, it is often more efficient and meaningful to download the data all at once, in stead of separate queries to the API. Such data dumps from OpenStreetMap are available in various file formats, OSM [Protocolbuffer Binary Format](https://wiki.openstreetmap.org/wiki/PBF_Format) (PBF) being one of them. Data extracts covering whole countries and continents are available at: https://download.geofabrik.de/europe.html\n", "\n", "[Pyrosm](https://pyrosm.readthedocs.io/en/latest/) is a python package developed for reading OpenStreetMap from PBF -files into Geopandas GeoDataFrames. Pyrosm makes it easy to extract road networks, buildings, Points of Interest (POI), landuse, natural elements, administrative boundaries and much more - similar to osmnx but more efficient when analyzing data covering large areas of interest. While osmnx reads the data from the Overpass API, pyrosm reads the data from a .pbf file that can be located on your local computer (faster!). \n", "\n", "Read more about fetching and using pbf files as a source for analyzing OpenStreetMap data in Python from the [pyrosm documentation](https://pyrosm.readthedocs.io/en/latest/basics.html#protobuf-file-what-is-it-and-how-to-get-one)." ] } ], "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 }