{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 1.2 - Spatial analysis with Python\n", "\n", "```{attention}\n", "Finnish university students are encouraged to use the CSC Notebooks platform.
\n", "\"CSC\n", "\n", "Others can follow the lesson interactively using Binder. Check the rocket icon on the top of this page.\n", "```\n", "\n", "In the first week, we will take a quick tour to Python's (spatial) data science ecosystem and see how we can use some of the fundamental open source Python packages, such as:\n", "\n", " - pandas / geopandas\n", " - shapely\n", " - pysal\n", " - pyproj\n", " - osmnx / pyrosm\n", " - matplotlib (visualization)\n", " \n", "As you can see, we won't use any GIS software for doing the programming (such as ArcGIS/arcpy or QGIS), but focus on learning the open source packages that are independent from any specific software. These libraries form nowadays not only the core for modern spatial data science, but they are also fundamental parts of commercial applications used and developed by many companies around the world. \n", "\n", "```{note} \n", "\n", "If you have experience working with the Python's spatial data science stack, this tutorial probably does not bring much new to you, but to get everyone on the same page, we will all go through this introductory tutorial.\n", "\n", "```\n", "\n", "**Contents:**\n", "\n", " - Reading / writing spatial data\n", " - Retrieving OpenStreetMap data\n", " - Reprojections\n", " - Spatial join\n", " - Plotting data with matplotlib" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fundamental library: Geopandas\n", "\n", "In this course, the most often used Python package that you will learn is [geopandas](https://geopandas.org/). Geopandas makes it possible to work with geospatial data in Python in a relatively easy way. Geopandas combines the capabilities of the data analysis library [pandas](https://pandas.pydata.org/pandas-docs/stable/) with other packages like [shapely](https://shapely.readthedocs.io/en/stable/manual.html) and [fiona](https://fiona.readthedocs.io/en/latest/manual.html) for managing spatial data. The main data structures in geopandas are `GeoSeries` and `GeoDataFrame` which extend the capabilities of `Series` and `DataFrames` from pandas. In case you wish to have additional help getting started with pandas, we recommend you to take a look lessons 5 and 6 from the openly available [Geo-Python -course](geo-python.github.io). The main difference between GeoDataFrames and pandas DataFrames is that a [GeoDataFrame](http://geopandas.org/data_structures.html#geodataframe) should contain (at least) one column for geometries. By default, the name of this column is `'geometry'`. The geometry column is a [GeoSeries](http://geopandas.org/data_structures.html#geoseries) which contains the geometries (points, lines, polygons, multipolygons etc.) as shapely objects. \n", "\n", "![geodataframe.png](img/geodataframe.png)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reading and writing spatial data\n", "\n", "Next we will learn some of the basic functionalities of geopandas. We have a couple of GeoJSON files stored in the `data` folder that we will use.\n", "\n", "We can read the data easily with `read_file()` -function:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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addr:cityaddr:countryaddr:housenumberaddr:housenameaddr:postcodeaddr:streetemailnameopening_hoursoperator...start_datewikipediaidtimestampversiontagsosm_typeinternet_accesschangesetgeometry
0HelsinkiNone29None00170UnioninkatuNoneNoneNoneNone...NoneNone425312415420413354NonewayNoneNaNPOLYGON ((24.95121 60.16999, 24.95122 60.16988...
1HelsinkiNone2None00100Kaivokatuainfo@ateneum.fiAteneumTu, Fr 10:00-18:00; We-Th 10:00-20:00; Sa-Su 1...None...1887fi:Ateneumin taidemuseo8033120154482244727{'architect': 'Theodor Höijer', 'contact:websi...wayNoneNaNPOLYGON ((24.94477 60.16982, 24.94450 60.16981...
2HelsinkiFI22-24NoneNoneMannerheimintieNoneLasipalatsiNoneNone...1936fi:Lasipalatsi8035238153383116723{'name:fi': 'Lasipalatsi', 'name:sv': 'Glaspal...wayNoneNaNPOLYGON ((24.93561 60.17045, 24.93555 60.17054...
3HelsinkiNone2None00100MannerheiminaukioNoneKiasmaTu 10:00-17:00; We-Fr 10:00-20:30; Sa 10:00-18...None...1998fi:Kiasma (rakennus)8042215155396303330{'name:en': 'Museum of Modern Art Kiasma', 'na...wayNoneNaNPOLYGON ((24.93682 60.17152, 24.93662 60.17150...
4NoneFINoneNoneNoneNoneNoneNoneNoneNone...NoneNone1524364315462897157NonewayNoneNaNPOLYGON ((24.93675 60.16779, 24.93660 60.16789...
\n", "

5 rows × 34 columns

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" ], "text/plain": [ " addr:city addr:country addr:housenumber addr:housename addr:postcode \\\n", "0 Helsinki None 29 None 00170 \n", "1 Helsinki None 2 None 00100 \n", "2 Helsinki FI 22-24 None None \n", "3 Helsinki None 2 None 00100 \n", "4 None FI None None None \n", "\n", " addr:street email name \\\n", "0 Unioninkatu None None \n", "1 Kaivokatu ainfo@ateneum.fi Ateneum \n", "2 Mannerheimintie None Lasipalatsi \n", "3 Mannerheiminaukio None Kiasma \n", "4 None None None \n", "\n", " opening_hours operator ... start_date \\\n", "0 None None ... None \n", "1 Tu, Fr 10:00-18:00; We-Th 10:00-20:00; Sa-Su 1... None ... 1887 \n", "2 None None ... 1936 \n", "3 Tu 10:00-17:00; We-Fr 10:00-20:30; Sa 10:00-18... None ... 1998 \n", "4 None None ... None \n", "\n", " wikipedia id timestamp version \\\n", "0 None 4253124 1542041335 4 \n", "1 fi:Ateneumin taidemuseo 8033120 1544822447 27 \n", "2 fi:Lasipalatsi 8035238 1533831167 23 \n", "3 fi:Kiasma (rakennus) 8042215 1553963033 30 \n", "4 None 15243643 1546289715 7 \n", "\n", " tags osm_type internet_access \\\n", "0 None way None \n", "1 {'architect': 'Theodor Höijer', 'contact:websi... way None \n", "2 {'name:fi': 'Lasipalatsi', 'name:sv': 'Glaspal... way None \n", "3 {'name:en': 'Museum of Modern Art Kiasma', 'na... way None \n", "4 None way None \n", "\n", " changeset geometry \n", "0 NaN POLYGON ((24.95121 60.16999, 24.95122 60.16988... \n", "1 NaN POLYGON ((24.94477 60.16982, 24.94450 60.16981... \n", "2 NaN POLYGON ((24.93561 60.17045, 24.93555 60.17054... \n", "3 NaN POLYGON ((24.93682 60.17152, 24.93662 60.17150... \n", "4 NaN POLYGON ((24.93675 60.16779, 24.93660 60.16789... \n", "\n", "[5 rows x 34 columns]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import geopandas as gpd\n", "\n", "# Filepath\n", "fp = \"data/buildings.geojson\"\n", "\n", "# Read the file\n", "data = gpd.read_file(fp)\n", "\n", "# How does it look?\n", "data.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the GeoDataFrame contains various attributes in separate columns. The `geometry` column contains the spatial information. We can take a look of some of the basic information about our GeoDataFrame with command:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 486 entries, 0 to 485\n", "Data columns (total 34 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 addr:city 86 non-null object \n", " 1 addr:country 57 non-null object \n", " 2 addr:housenumber 88 non-null object \n", " 3 addr:housename 4 non-null object \n", " 4 addr:postcode 54 non-null object \n", " 5 addr:street 89 non-null object \n", " 6 email 2 non-null object \n", " 7 name 81 non-null object \n", " 8 opening_hours 8 non-null object \n", " 9 operator 7 non-null object \n", " 10 phone 8 non-null object \n", " 11 ref 1 non-null object \n", " 12 url 8 non-null object \n", " 13 website 20 non-null object \n", " 14 building 486 non-null object \n", " 15 amenity 26 non-null object \n", " 16 building:levels 162 non-null object \n", " 17 building:material 2 non-null object \n", " 18 building:min_level 4 non-null object \n", " 19 height 17 non-null object \n", " 20 landuse 2 non-null object \n", " 21 office 5 non-null object \n", " 22 shop 5 non-null object \n", " 23 source 3 non-null object \n", " 24 start_date 87 non-null object \n", " 25 wikipedia 47 non-null object \n", " 26 id 486 non-null int64 \n", " 27 timestamp 486 non-null int64 \n", " 28 version 486 non-null int64 \n", " 29 tags 181 non-null object \n", " 30 osm_type 486 non-null object \n", " 31 internet_access 1 non-null object \n", " 32 changeset 66 non-null float64 \n", " 33 geometry 486 non-null geometry\n", "dtypes: float64(1), geometry(1), int64(3), object(29)\n", "memory usage: 129.2+ KB\n" ] } ], "source": [ "data.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From here, we can see that our data is indeed a GeoDataFrame object with 486 entries and 34 columns. You can also get descriptive statistics of your data by calling:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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idtimestampversionchangeset
count4.860000e+024.860000e+02486.00000066.0
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std1.633527e+089.247528e+074.5611620.0
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50%1.228699e+081.493288e+093.0000000.0
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" ], "text/plain": [ " id timestamp version changeset\n", "count 4.860000e+02 4.860000e+02 486.000000 66.0\n", "mean 1.400780e+08 1.455829e+09 4.849794 0.0\n", "std 1.633527e+08 9.247528e+07 4.561162 0.0\n", "min 8.253000e+03 1.197929e+09 1.000000 0.0\n", "25% 2.294267e+07 1.374229e+09 2.000000 0.0\n", "50% 1.228699e+08 1.493288e+09 3.000000 0.0\n", "75% 1.359805e+08 1.530222e+09 7.000000 0.0\n", "max 1.042029e+09 1.555840e+09 31.000000 0.0" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case, we didn't have many columns with numerical data, but typically you have numeric values in your dataset and this is a good way to get a quick view how the data look like." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Naturally, as the data is **spatial**, we want to visualize it to understand the nature of the data better. We can do this easily with `plot()` method:" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "data.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can see that the data indeed represents buildings (in central Helsinki). Naturally we can also write this data to disk. Geopandas supports writing data to various data formats as well as to PostGIS which is the most widely used open source database for GIS. Let's write the data as a Shapefile to the same `data` directory from where we read the data. When writing data to local disk you can use `to_file()` method that exports the data in Shapefile format by default:" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "# Output filepath\n", "outfp = \"data/buildings_copy.shp\"\n", "data.to_file(outfp)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieving data from OpenStreetMap\n", "\n", "Now we have seen how to read spatial data from disk. OpenStreetMap (OSM) is probably the most well known and widely used spatial dataset/database in the world. Also in this course, we will use OSM data frequently. Hence, let's see how we can retrieve data from OSM using a library called [pyrosm](https://pyrosm.readthedocs.io/en/latest/). With `pyrosm` you can easily download and extract data from anywhere in the world based on OSM.PBF files that are distributed e.g. by [Geofabrik](http://download.geofabrik.de/). The tool aims to be an efficient way to parse OSM data covering large geographical areas (such as countries and cities), but as a downside, it is a bit limited in a sense how you can define your area of interest. With `pyrosm` you can extract OSM data from 654 regions in the world (covering all countries plus many city regions, see [docs for further info](https://pyrosm.readthedocs.io/en/latest/basics.html#available-datasets)).\n", "\n", "```{note} \n", "\n", "In case you want to extract OSM data from smaller areas, e.g. using a buffer of 2 km around a specific location, we recommend using [OSMnx](https://github.com/gboeing/osmnx) library, which is more flexible in terms of specifying the area of interest. \n", "\n", "```\n", "\n", "Let's see how we can download and extract OSM data for Helsinki Region using `pyrosm`:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloaded Protobuf data 'Helsinki.osm.pbf' (28.79 MB) to:\n", "'/tmp/pyrosm/Helsinki.osm.pbf'\n" ] } ], "source": [ "from pyrosm import OSM, get_data\n", "\n", "# Download data for Helsinki\n", "fp = get_data(\"helsinki\")\n", "\n", "# Initialize the reader object for Helsinki\n", "osm = OSM(fp)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As a first step, we downloaded the data for \"Helsinki\" using the `get_data` function, which is a helper function that automates the data downloading process and stores the data locally in a temporary folder (inside `/tmp/` in this case). The next step that we did, was to initialize a reader object called `OSM`. The `OSM` takes the filepath to a given `osm.pbf` file as an input. Notice that at this point we didn't yet read any data into GeoDataFrame." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "OSM is a \"database of the world\", hence it contains **a lot** of information about different things. With `pyrosm` you can easily extract information about:\n", "\n", "- street networks --> `osm.get_network()`\n", "- buildings --> `osm.get_buildings()`\n", "- Points of Interest (POI) --> `osm.get_pois()`\n", "- landuse --> `osm.get_landuse()`\n", "- natural elements --> `osm.get_natural()`\n", "- boundaries --> `osm.get_boundaries()`\n", "\n", "Let's see how we can read all the buildings from Helsinki Region:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "buildings = osm.get_buildings()" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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\n", "
" ], "text/plain": [ " addr:city addr:country addr:full addr:housenumber addr:housename \\\n", "0 Espoo FI None 2 None \n", "1 None None None None None \n", "2 None None None None None \n", "3 Helsinki FI None 5 Uimastadion \n", "4 Espoo None None 9 None \n", "\n", " addr:postcode addr:place addr:street email \\\n", "0 02150 None Konemiehentie None \n", "1 None None None None \n", "2 None None None None \n", "3 00250 None Hammarskjöldintie None \n", "4 02150 None Otaniementie None \n", "\n", " name ... source start_date \\\n", "0 Aalto Tietotekniikka ... None 1998 \n", "1 None ... None None \n", "2 None ... None None \n", "3 Uimastadion ... None None \n", "4 Aalto-yliopisto Harald Herlin -oppimiskeskus ... Bing None \n", "\n", " wikipedia id timestamp version \\\n", "0 None 4217650 0 -1 \n", "1 None 4217760 0 -1 \n", "2 None 4220761 0 -1 \n", "3 None 4252923 0 -1 \n", "4 None 4252948 0 -1 \n", "\n", " geometry \\\n", "0 POLYGON ((24.82129 60.18718, 24.82164 60.18712... \n", "1 POLYGON ((24.83776 60.18905, 24.83796 60.18938... \n", "2 POLYGON ((24.85599 60.20719, 24.85590 60.20719... \n", "3 POLYGON ((24.93076 60.18914, 24.93067 60.18898... \n", "4 POLYGON ((24.82740 60.18514, 24.82806 60.18480... \n", "\n", " tags osm_type changeset \n", "0 {\"alt_name\":\"T-talo\",\"loc_name\":\"Tikkitalo\",\"n... way NaN \n", "1 {\"access\":\"private\",\"parking\":\"multi-storey\",\"... way NaN \n", "2 None way NaN \n", "3 {\"leisure\":\"stadium\",\"name:en\":\"Swimming Stadi... way NaN \n", "4 {\"name:en\":\"Aalto University Harald Herlin Lea... way NaN \n", "\n", "[5 rows x 40 columns]" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buildings.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's check how many buildings did we get:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "153642" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(buildings)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay, so there are more than 150 thousand buildings in the Helsinki Region. Naturally, we would like to see them on a map. Let's plot our data using `plot()` (might take some time as there are many objects to plot):" ] }, { "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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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "buildings.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great! As a result we got a map that seems to look correct. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reprojecting data\n", "\n", "As we can see from the previous maps that we have produced, the coordinates on the x and y axis hint that our geometries are represented in decimal degrees (WGS84). \n", "In many cases, you want to reproject your data to another CRS. Luckily, doing that is easy with `geopandas`. Let's first take a look what the Coordinate Reference System (CRS) of our GeoDataFrame is. We can access the CRS information of the GeoDataFrame by accessing an attribute called `crs`:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: WGS 84\n", "Axis Info [ellipsoidal]:\n", "- Lat[north]: Geodetic latitude (degree)\n", "- Lon[east]: Geodetic longitude (degree)\n", "Area of Use:\n", "- name: World\n", "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", "Datum: World Geodetic System 1984\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buildings.crs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As a result, we get information about the CRS, and we can see that the data is indeed in WGS84. We can also see that the EPSG code for the CRS is 4326.\n", "We can easily reproject our data by using a method `to_crs()`. The easiest way to use the method is to specify the destination CRS as an EPSG code. Let's reproject our data into EPSG 3067 which is the most widely used projected coordinate reference system used in Finland, EUREF-FIN: " ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: ETRS89 / TM35FIN(E,N)\n", "Axis Info [cartesian]:\n", "- E[east]: Easting (metre)\n", "- N[north]: Northing (metre)\n", "Area of Use:\n", "- name: Finland\n", "- bounds: (19.08, 58.84, 31.59, 70.09)\n", "Coordinate Operation:\n", "- name: TM35FIN\n", "- method: Transverse Mercator\n", "Datum: European Terrestrial Reference System 1989\n", "- Ellipsoid: GRS 1980\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "projected = buildings.to_crs(epsg=3067)\n", "projected.crs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, now we have an `Projected CRS` as a result. To confirm the difference, let's take a look at the geometry of the first row in our original `buildings` GeoDataFrame and the `projected` GeoDataFrame. To select a specific row in data, we can use the `loc` indexing:" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Orig:\n", " POLYGON ((24.8212885 60.1871792, 24.8216351 60.1871237, 24.8218626 60.1870873, 24.8218641 60.1870934, 24.8218654 60.1870987, 24.8219228 60.1870952, 24.8219186 60.1870783, 24.8219949 60.1870661, 24.8225411 60.1869791, 24.8224862 60.186896, 24.8224626 60.1868996, 24.8224423 60.1869026, 24.8223976 60.1867789, 24.8221329 60.1867998, 24.8221083 60.1867761, 24.8220836 60.1867524, 24.822336 60.186716, 24.8223039 60.186662, 24.8223248 60.1866583, 24.8223455 60.1866546, 24.8222782 60.1865828, 24.8222717 60.1865839, 24.8217847 60.1866948, 24.821782 60.1866868, 24.821718 60.1866924, 24.821721 60.1867002, 24.8217239 60.1867078, 24.8211387 60.1867604, 24.8211339 60.1867474, 24.8210732 60.1867528, 24.8210758 60.18676, 24.8210779 60.1867659, 24.8204964 60.1868181, 24.8204917 60.186805, 24.8204286 60.1868107, 24.8204316 60.1868189, 24.8204333 60.1868238, 24.8203009 60.1868357, 24.8203177 60.1868814, 24.8203355 60.18688, 24.820371 60.1869699, 24.8204695 60.186961, 24.8204728 60.18697, 24.8204764 60.18698, 24.820483 60.1869963, 24.8205879 60.1872905, 24.8206157 60.1873401, 24.8206263 60.1873572, 24.8209968 60.1872991, 24.8209637 60.1872465, 24.8209549 60.1872326, 24.821232 60.1871882, 24.8212332 60.1871951, 24.8212348 60.1872038, 24.8212923 60.1872013, 24.8212885 60.1871792)) \n", "\n", "Proj:\n", " POLYGON ((379178.3725997981 6674250.711355622, 379197.3848824766 6674243.898270451, 379209.8642355002 6674239.429592708, 379209.9698097793 6674240.105962586, 379210.0613564497 6674240.693634215, 379213.2308787974 6674240.198960315, 379212.9359337318 6674238.325163864, 379217.1213550152 6674236.827341885, 379247.08437153 6674226.142463202, 379243.7353683548 6674216.991336721, 379242.4401472288 6674217.435292421, 379241.3256829249 6674217.806414308, 379238.3930495286 6674204.116628114, 379223.7941370049 6674206.927641303, 379222.343184846 6674204.334118548, 379220.8866864759 6674201.740779295, 379234.7467383571 6674197.226635681, 379232.768672102 6674191.273522315, 379233.9138384764 6674190.823369212, 379235.0479165341 6674190.373582317, 379231.0528703418 6674182.503181034, 379230.6965310586 6674182.63753462, 379204.1032204548 6674195.875016209, 379203.9241322995 6674194.989314756, 379200.3963642038 6674195.729866023, 379200.5913512165 6674196.592752348, 379200.7800590387 6674197.433555618, 379168.5282306731 6674204.360432023, 379168.2143285879 6674202.92192481, 379164.8687999398 6674203.634204664, 379165.0394128716 6674204.431023199, 379165.1775265622 6674205.084027647, 379133.129487243 6674211.959913267, 379132.8207482077 6674210.510092845, 379129.343272631 6674211.260198221, 379129.5397465113 6674212.16761301, 379129.6520130131 6674212.710018366, 379122.355162651 6674214.277255361, 379123.4546156952 6674219.334283684, 379124.4363452866 6674219.145831282, 379126.735067006 6674229.089415575, 379132.163420909 6674227.918240647, 379132.3794672409 6674228.914170477, 379132.6158224508 6674230.020881242, 379133.0416649691 6674231.823479696, 379139.9390695336 6674264.384770593, 379141.6626842505 6674269.855854501, 379142.31322685 6674271.740195557, 379162.640842104 6674264.593717466, 379160.6123887796 6674258.79833438, 379160.0734109332 6674257.266952087, 379175.2732003523 6674251.816728769, 379175.3650882723 6674252.582710911, 379175.4857679585 6674253.548355347, 379178.6644948177 6674253.16479852, 379178.3725997981 6674250.711355622))\n" ] } ], "source": [ "orig_geom = buildings.loc[0, \"geometry\"]\n", "projected_geom = projected.loc[0, \"geometry\"]\n", "\n", "print(\"Orig:\\n\", orig_geom, \"\\n\")\n", "print(\"Proj:\\n\", projected_geom)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see the coordinates that form our Polygon has changed from decimal degrees to **meters**. Let's see what happens if we just call the geometries:" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orig_geom" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "projected_geom" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, we can draw the geometry directly in the screen, and we can easily see the difference in the shape of the two geometries. The `orig_geom` and `projected_geom` variables contain a Shapely geometry which is `Polygon` in this case. We can confirm this by checking the type:" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "shapely.geometry.polygon.Polygon" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(orig_geom)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These shapely geometries are used as the underlying data structure in most GIS packages in Python to present geometrical information. Shapely is fundamentally a Python wrapper for [GEOS](https://trac.osgeo.org/geos/) which is widely used library (written in C++) under the hood of many GIS softwares such as QGIS, GDAL, GRASS, PostGIS, Google Earth etc. Currently, there is [ongoing work](https://pygeos.readthedocs.io/en/latest/) to vectorize all the GEOS functionalities for Python and bring those eventually into Shapely which will greatly boost the performance of all geometry related operations in Python ecosystem (approaching the same efficiency as PostGIS). Some of these improvements can already be found under the hood of latest version of geopandas." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculating area\n", "\n", "One thing that is quite often interesting to know when working with spatial data, is the `area` of the geometries. In geopandas, we can easily calculate e.g. the area for each of our buildings by: " ] }, { "cell_type": "code", "execution_count": 101, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "count 153642.000000\n", "mean 290.498895\n", "std 951.149675\n", "min 0.000000\n", "25% 69.514452\n", "50% 143.880110\n", "75% 264.057998\n", "max 81335.830442\n", "Name: building_area, dtype: float64" ] }, "execution_count": 101, "metadata": {}, "output_type": "execute_result" } ], "source": [ "projected[\"building_area\"] = projected.area\n", "projected[\"building_area\"].describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We calculated the area by calling `area` which is the attribute containing information about areas of the buildings measured based on the map units of the data. Hence, in this case because our data is projected in Euref-FIN the units that we stored in `\"building_area\"` column are **square meters**. It's important to always keep in mind the CRS when calculating areas, distances etc. with geometries. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spatial join\n", "\n", "A commonly needed GIS functionality, is to be able to merge information between two layers using location as the `key`. Hence, it is somewhat similar approach as *table join* but because the operation is based on geometries, it is called *spatial join*. \n", "Next, we will see how we can conduct a spatial join and merge information between two layers. We will read all restaurants from the OSM for Helsinki Region, and combine information from restaurants to the underlying building (*restaurants typically are within buildings*). We will again use `pyrosm` for reading the data, but this time we will use `get_pois()` function:" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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3VJpwFn7TOBDviIhJqwAG3AVbVB4LUa1cux2flUUYr0XJKV3qLGmmLTcqz5J12w4ohSSACS5ffr7H7dymicEU5oPXzkLeIZFRvm1iyHarIEK4hfAShFFMB6Ny3Hc6j8mk9mw8tl4D0srrZzsKpCXzezHQ3xNpOHCcbdyOs+8b6O/Bus/NrRuAujvzWLdobmYX1sIi5ogWwsm1x4pKaPhZyIlq5dp6nuJYCYQz2tpYKTrzSZx4uVJ53SuV10OQaXuQwqO63+N2bqdzpDXfR1KId0SLURgpYtXmfRMWhVSr6WmIeHNbbbeupqfRnzhMn6K892522wUzp+LnB98N/D2qc+fbqKU1XCviHSHUsPqo6giHNKQp1JmWx1EiPgrCaH1R+sOabVRBEmEGC69zC+6IJiy4koY4fZU/bXdnHqMrq+XfdbVlQUgCyR0hBCYNcfqqFAjW7c1Yb05oDUQIC66koYSQKgBgzLI9DYOFIARBbMKCK0nH6RdGinWeEVZMAVsYKeLkqdMT9mfFn1hobUQIC54k6VK0ess+pU168NpZyhwTsjB0hjR6jQhnECEsREIcL3phpKg0RTCqg8OCtc87+j1PntQuggbp9RoRziBCWAhNXC+6V9hsYaTYlAtyUQ5oaXAxFNyRhTkhNHFVz/ASpMufejH1C3J+6+tFXcSyGQepZkOEsBCaqF90U3B5ebCXyuOp8N5QEUSgqga01Vv2BSqWmvZBShAhLERAlC+6VXDpMNDfg3tumoOe7s5QFYPjIMgMQTVwHT9ZDqQdp3mQEqqITVgIjVOiGoJziR4ve6dumXYAaDOCNZLw3tCx2waZIegm2imVK7hro3dJoKRdDAVvRAgLoRno78Hwm8fqEoMzgCd3FzHvQ1NrL7w90UtxrITBTfWCxI8J4w8v743sGvyguxDplQXNSZB7ZbqzUmHWWgCVrGXpRswRQiRs33/UMzH46i37JmTaKlcYq7fsq33WNWGc/8EOrBmYE7i/YdA1M7iZAlT2YgATzCvdnerk71El4w+K34VHYSKiCQuRoDP1Vvn8WrfraIILZk7F+q9cEbCn4dE1M7iZApz8m02Baq1EAXgXPY3b00FlehEf5GgQISxEQlQJyLNgw/RzrSpTgB97sdn+ro17UHHIethGhIuGtjakerZV0IoPcjSIEBYiwauKBFANJValpLSiElxpCb/VuVYv/A5a5nU6acSmYHaysQPh7puboBUf5GjQsgkTUTcRbSKi/UT0ChFdQURTieg5InrV+HeKQ7sLiWi70WYfEd1h2beKiIpENGr8LYzywoTGouMqtuqG2ci31eelzLcRVt0w2/XchZEi+lY/i6UbRiMLYghDFG5xQVzH7N/b5pDis1xhLN0wWrPPhg3+cBO04oMcDVpJ3YnoUQD/wMyPEFEHgC4AXwNwjJnXEtEQgCnM/FVbu+kApjPzz4nogwB2Axhg5peJaBWA3zLzd3Q7K0nds4+bVua0D3DW/kyynLTdr4b6XrmCsyyCe8bQVtfzd+ZzmNTe5jj70C0N5ZYsXzUjSIufdppwS+ruKYSJ6GwAewB8mC0HE9EBAJ9k5sOGsH2BmV3nY0T0QwB/xczPiRAWrKjqqamEiJWeFNqNG4GXEPaix2WgM4Wp276wZZFaibBCuA/AQwBeBjAXVW32DgBFZu62HHecmSeYJCz7ZwD4KYCPMPNvDCH8RQC/ATAM4C5mPu7Q7jYAtwFAb2/vx958803X/grZRKVx6dKKGpiq7JMfdLRlEbThCSuE5wHYCWABM+8iogdRFZy36wphIvoAgL8HcDczP2VsOx/Ar1D16/8WqmaLP3bri2jCzYuqlp0fsmyaCEJhpIjBJ/agPK6+c1O68nivPK4dhWilkXUEm52wNebeAvAWM+8yPm8CcBmAdwwzhGn7PaL48jyAJwGsNwUwADDzO8xcYeZxAA8D+LjuBQnNh2oxZ0pXfsIClopWW5Uf6O/BukVzXY9Zef3s2mKeX2SBrTF4CmFm/iWAQ0Rk2nuvRtU0sRnArca2WwH80N6WiAjA9wC8wsz32fZNt3y8EcBLvnsvNA0qbwGrEFHU+6zRzEJDFZk20N+DJfOdw7cXzJxac/fbMXSVb0HslPtDiB7dsOXbAawnohcB9AH4CwBrAVxDRK8CuMb4DCK6gIieNtotAPAFAFc5uKJ9m4j2Gue8EsCySK5IyCRW9ysAyBHVheTuGLoKr6+9TilIzHJHzYiXm9magTlYMr8XOaP8dI4IS+b31kUVFkaKOPH+xDp8bgPb9v1Ho7wMQYGWi1paEJtw8+PkJWEW+uzp7sSVl0zDk7uLE/bfMr93Qi6JZllQUi1aTunKY+Qbn/Jsrwp7ntKVV4aSA2ITjhI3m7BEzAmpwilCy1QTimMlPLm7iM9+rAfb9x+d4E+8YO3ztW12YZ3lvAZuOYZnDG31dNFTpQft6mhHV0e70iulmc07aUKEcEqIUmvLsgbo5aZWKlfw+K5DuPfzc+uCPOz5DaxpNa1ts5jXwCvHsNcA4xb1dv/iPkcPi3yOHM07UT9bWX5Wo0KEcAqIMhtVljNbFUaKNdODGxVmLNswiuE3j2HNwBxX7dlOcayEBWufD/SyJyUwBq+dhaUbRl2PcRtg3PJUmMev2ryv5is8pSuPldfPnnCusM+W/f5deck0bPjnQ675pVsBsQmnALfQUL9+r1Geq9EECdh4YHEflm0YDeRj/MDiPu2XXRXR16gAEZ3ADJUN12/fg4Qw7xi6Crc8/DPseO1Y3b4lhq3eKx2nFV1bd5YI6ycsxEyU2aiynNkqSB+/5lJx2Ys7N45qHxtXRWldVt0w29Nf2i0Dm27CITdPDLdny0kAA8BjOw9iRWGvr7JVbouFzYiYI1JAVLl4oz5Xo9Gtr2blZHkcN10yDY/tPOj7+1wCzSaQ9OB2JpXliyiVxx2PcTO16JY4chts3J4tJwFs8re7DiJDE+6GI5pwCoiyIm6Wq+sOXjsL+ZxXSMZEtu8/iildziWAgkSKOZGGtI0D/T04ddpdmhXHSli6YRS3PPyz2jZroEf/N5/F7//5jzFjaCtmGJ+taS3dBpugz9Y4A+e4lGiy41bOqRkRIZwCoizbnuYS8FoE0JjeHith5fUTp+tRDj5pGdycKms4seO1Y1hR2DvBvHD8ZLlOkz5+sozBTXtqglg1qLQRYdmGUUxqb8OUrrzvZ4s0x1ad/NLNRlObI7Lk/hJlRdysVtddt+2AYzIa0w9W5SFgXeV3+r3vefplvPNvpya0O/+DHdp9S0vZpRyRtiB+fNchbN9/1NMWW65wzbNCVePP/M6xUhmd+Rzu97Go2Zlvw5iLnbenuzMT72hcNK0QzrKrVqviNhUe6O/B8JvHJvj/WrVR6+CzorAXd23cg6UbRpEjwlk5wnuWSs/nf7ADyxdeWhfg4SUAohzcgioIN19+obb9u8KsbbM2j7MPNm0OQt/JHe78D3Y4DnQAcM9NH8W6bQcy67UTN01rjkh6NVvwj5fddc3AHNy/uM/T1LKisBeP7TxYEx4VZrxXYSyZ34s31l6HBxb34f3TnFi5pDAlh+x5IpxKHJm0UdWMoIP13psJf15fex3GFVq3uQhoJhRavvBSx5mF6QaYFnNOGmlaP2FVflqJh68nLpNNkPNG5YurqjhBAO5f3JdouaTCSFFZNTnod6vcw3TJ5wjrPjfX8R6rfIPtQTU6v1OWzINR05K5I7LsqtUo4jLZqM47/OaxCTkfrN8Thd3VTZtkqPMomMTpcmbeF5VNN+h3L5rXi58fHFO6rrmhio4zcbIRO0U16oSEZ3WtIm6aVghHUZY8q+hqHG4mmzAvi+q8VnuuSuCHfVG9zE1egs5rkI66fLyf71b1p/qc+xfAOpq308Co8uXOQkBQGmlaIZyW1ew40alOrBJ2hZFibC+Tqn0jEuroCFnVdXsN0mFnDl59O/H+aRRGir7uh59INL/9MbEPjCoThcwyg9G0Qhho7umPSiBMam/z1G7NtirCvkzndOa1C1D6FfhemqibkF0yvxfzPjRVmVvXbVoOhJ85eEUEjpXKvs1BYQbMoL+zykSR9kocabVJN7UQbmZUAkGlFVlfVjftKQqTja5jPqAvCAojxbpMX0B14Fm2YRRLN4zWfIlVfq4LZk6tS/oe5GXUDV1WveyqvlnxOzsIEuoNhPudndwFGcCTu4uY96GpgQRb3AKyMFLE4KY9qczYJkI4Bhox4vrVgExh52aGABBJdJ1uAhZdQbCisNcxPzBQn/B96YZRTOnKOyZ9j8LurLPYq2OyMJ8NlV+Sn9928NpZ2lnkJnfkcPJUJZJncvv+o5GZlxrh0796y76aADYpV6puiuu2HUhUKxYhHDGNChJRCQSnEuemsPMyQ/RYIs/iJkekJfALI0WlAHbi+Mly7XivihN+0Vns9TJZWAeAKGyrplaqE8DR3dWBfd+Mxv0uyoRGfs089lmRjinJTTFIOpCraYM1kqJRQSK61YmtAQ1xmyF06czn6ipjuLFu2wHf6STsHhhRBWCo8nIAqAUu+FnsjCqAYc3AHDywuM8z8U2U3gtRJjTyI9ALI0UMPrGnzixlz38RhCQDuUQTjphGpTz08v7wU+YGiMYMoYOuBmwS9r7pTpF1TUh2U4abqcRKt0OWtyg9eKLWsL2I0gXUj0+/Kr+INf+FE90ai8VJudiJEI6YRgaJ+LVtqvoWpRnimvtecN1fYY6kz37wah/UhOTHVKIKTI3Dg6cRPvJRDiB++usmKN32rbphtmMtPStJudiJEI4AqxbV3ZVHvo3qfuy0BInE/XLe8vDP8OqRE67H5Py4TsC5zwCQayNUfGRld/O/Dep65sdUMlYq16bLcS/aNspHPqoBxE9/3QZlNyFq/Y7iWMkx7Dqpd7Rpc0c0Cqd8B/kcYXJHO94tlVPljwicGTCKY6VaWsSoFrBUORvsvOGRu8OpIKRTifuvPfUiTmpGitnrllm/Q/UGeOUZUeUnUZFvI4BQt0qvyrmQVp/WpDFtwk7VoVX5L1TnaeT9bcncEY3CSYsqVxiTJ7VjdGX6ihWaD1pSaT69Kl04mQae3F10FFTrth3ASU1TxfGT5Zo2rFt00mt66tdU4jQVdtK4JQ2rGvP6/XpHOJ0nLfdShHBIkq49FoS4ckbo4DXl89M3v/fYPIdOqK/O9FQn+EIH+3Uk+ftYSas2HrUATfo6RQiHJIvZ2uIaOBbMnOqZUtF0A1I95H765lcTLY6VXKsGA1UThO6LaLczBsX+rKRhYA+ijV/y9afrEueflSPsv3th4kLOjTTMOkQIhySL2dpUwquNCBcNbQ38oqz/yhW4/O7nlBUWAO+H3M+gFkQTXf7UXmVuC3tWMR3hYWpluvZwO07PSlIDu/V6AX8Jl35v+VbYa5C+V2H83vKtyLfnfKc1bRRpmHWIEA5Jktna7Mm8O3KEb2ssTnjVEQujDez6+jVYUdiLx3cdUubNdXvI/QxqZntVknTVd5fKFU8PlkZoSNYFUasAPKczj3yOJizgxTmw69rJVQEUqiLQpxk4HTCtqU6fw753aZh1iHdERlFVUzCrR6jCPa0vOhEwdrLsWEcMiKbKhJuGqPKS0H25rJ4efmkj4Oyz8koPFlXAg+qeXPrnP9b21ADqvTWcVvzbAJzTlcfYycZ42Kiu1053Zx6TJ7XX/TaDT4wiQDrjCfh53uwJeQD/HhKA/985KOIdESNJ2btUtlezeoSTy5NV07FWzVVVMY5CG1BVB3bzF9ZZeNHV3FSMM1w9WPxqSH9x00dx58ZR6LouM6Nm+jl+4v0JnhPjxjGNKsWl+1ufOHW6ZsoxM5FFIYD99AFQJ+RZvWWfr+jIJGYddkQIhyANRn0nnB5mle1r+VMvOparAaKxQarMBLrmAxUqDwfVtTjh9tKr7MbnKPIz+FmkayPUCTIVujmZw2AKJN175iT4/BLF86ZKyOOVwc9JGcm3EaY0cNZhRxL4hCDOZD2FkWJdNVs/yUmcHmaVwCmVx5UFUaPQBlR+wV7+wl64Ve/QjcpTvfSFkSJOnDrtuO/EqdPK32Kgv1qlWHVtOSJ05du0tWWzL3FhrfrcCMykR/9+5lTH/VdeMi3Uc2/i1sbRr3+c0dXRjtfXXocdQ1c1XIESIRwA80GJqzyQTkn0vMsv5yQ8/Wq1plkjzMtg9iWOUueq6yHoa9lmOSE767YdUGp45Qrjro17XO+L6ppvvvxCX3Zjsy9xEaY0kl96ujtrQu6NXzu/Hz/ac9jzuTffPTdWb9mn3JeGhTg7IoR9oqM9hJ3G62jY6xb1ObZdMr9X6XXgF7eXwY5Kg1GlfwyrbTgJOj+mCOBMOSH7dXm9kBVm1/uiuuYf7Tnso3d6fQlDFOfO5whtHhMP+6Cr+t6xUtn1udfV3N1MElGm4IwKsQn7REd7CKvl6YzWfl3jBvp7sHrLPscHVEd4lcoVrNrsvOjhZRuPI0TU6fqDTKtL5Qru2lhf5sbPuVTudvZrLowUA9l44xQOYTLUWYNaAHUej+7OPFbdUB9SHCTIBvCvuY+PM9psI0Qa/fpFCPtEV3tYsPb5wB4Tus76foXbyutnOz6A1nJAKnc14EwmMKccDkk4vNuvX2UiyhFh3NBenagw1w0afoNAimOlmive5I4c7r7ROc+FX+IWDkHDrp3ct+y+zm7PvapQqJci4Edzn/2NZxx/hyT9+lWIEPaJzihurfkVxGMirtFa5wG8yCPyy08Oh0bb2VT3zTR/uNnx7SWIAChnDm6cOFXBXU9MLCCpey96ujsbJhwG+nvw19tf9Uw/asXtOdRVCoLOYvxo0KrfwU8/G4WWTZiIuoloExHtJ6JXiOgKIppKRM8R0avGv1Mc2l1IRNuNNvuI6A7LPs/2acTJFmlHFe6pS1x2VPPcO4auUq4Ee01/VTkcnGi0nW2gvwef/VhPzTuCUHUHW7ZhFAvWPo8rL5nm+tvZzT1dHcF0lMo4Y/CJ0bptuvfC7beJAx0B3JVvi/05dPOWMX9PnXfPSmWcEytZ5AfdhbkHATzDzJcAmAvgFQBDAH7CzBcD+Inx2c5pAHcx8+8DmA/gvxHRpcY+nfapwxSQOX+5yX1rhV7CMi68HnRVDoc4PCD8UhgpYsM/nQmXZlQ1InMR7cndxTohbUc3kY4O5fFqVKPJ4LWzkPf70KSA7s48Xv7Wf4r9ORy8dpZSGN18+YUA6pUTXdKczdDEUwgT0dkAPgHgewDAzKeYeQzAZwA8ahz2KIABe1tmPszMPzf+/2+oCm/zV/Rsn2Y62vVHZCDdWdWsmA+6U9HIs/JtyhwOcWnuflj+1Iuu5WtK5Qq27z+Kez8/V2vQCPub7XjtGGYMbcVFQ1vxxPBBVDwCGyZ3+HumGsFYqRzKRVGXgf4e3Le4D50W38s2qnr7rBmYg/FxBhulsbw0ZytZeO905lsfBnAUwA+IaC6A3QDuAHA+Mx8GqsKWiM5zOwkRzQDQD2CXsUmrPRHdBuA2AOjt7dXobvz4XaWNKvChUZg2Mz8h2Unb2QojRZQ0fHDfHitpL85ElS+YoQ4zt3L3jXNCfY9fCiNF5AjwCnprVCSo2zOk4+VgJ9dGmXjvdIRwO4DLANzOzLuI6EH4NB0Q0QcAPAlgKTP/xk9bZn4IwENANYGPn7Zx4WeKQwBuUfjupp2kBasfdG1/pmZkXXwrjpWwdMMoVm3eV+dOZf6ryq0RJSr/7qgojBTr3MgIABG0o/eSSCrvhn0g7cy31bnIqbxU0oiOEH4LwFvMbGqwm1AVwu8Q0XRDi50O4IhTYyLKoyqA1zPzU5ZdWu3TiO4qbZCyK0IwdAZGq8lhRWEvHtt5sG7/WKmMpRtGMfzmMawZqGqlA/09oZO2ezGpva32fXFQGClOSC7EUFeAVpE2+2qWlAQ3PG3CzPxLAIeIyNTrrwbwMoDNAG41tt0K4If2tkREqNqSX2Hm+2y7PdunFaeFqHyO0N2Zr9lEH1jch5FvfKopHpIs4GX7s9qpzVL1Kh7beRArCntrn+Oe0p46HVEaMgXrth3wla9CRRbsq1lE1wfndgDriagDwC8AfAlVAb6RiL4M4CCARQBARBcAeISZFwJYAOALAPYS0ahxrq8x89MA1jq1zwJpdPhuda68ZFpdonDgjCnIrmXqZA1bv/Mg5n1oak3bGn7z2ATNOSritrFFpcVnwb6aRbSEMDOPAnBKSHy1w7FvA1ho/P8fUX0XnM75a6f2WaFZpkLNQGGkiCd3F7UEMKA3rWagzk68ZmAO/nbXwUg0Sjumy1wcuamj8mro7szL8x4TEjEnZB4nbxUGsH3/Ucfj/URejZXKGDQir+IQwEA1bNpegSQKjwQzp0dYOvM5rLphdujzCM6IEBYiw68mVxgpYtXmfbXENkEXMv2GTft1PSuPM5ZuGEW+DZFVkdDBKbmQH8KkqjTzbYipLX5ECAuBsQrd7q48fvve6VqwRHGshGU2TwMrTt4Jx0+WMbjJv9DxSnhkz6blpwqGlUYKYJMKM+40XOSiGpy8IAD3ft5frTYhOCKEm5g469/Z01c6JbphoOaFsPXFw7Vj3DTKcoV9+6N6JTwaZ0abbWnCtOlfNLTV98KYmfGrW1ECKWrGUY0G9Creav+Ng6aqZCRbnqvVaImk7lGUTMkaTtU5lm0YrXO9CoPuVJdRdfmyCmkvjTJIng23sOn2nPoxD+J2xcZ3qIqExoFTNKBZpdn6Gw8+saf2fPtNeGMStvSU4I+m14TTWowzblSLVVbXqzDE6bjf3eVcTNONoN4qQUOTTQ1TVU26EazavG9CrozyONeS7wcxuySd4LwVaXpNOM5inGnGrRBmFNfeFWOymfcaVPcMmKhF6xYJBaoDvJnhK26cSgipTCHW7WbCGx1yRIkkXmp1ml4IpyXheKNxm2aHvfYVhb04ccq53HwUlMrjDTUZWdOG3vv5udrt7twwqnSDi5qZ0yaHaj/FY3bRmc/JYlxCNL0QTkvC8UYzeO0spVAMe+2P7zqk3PfA4r4622xQotDWg6wF+BFC44guGs2L146emHAtKsHqtH3l9e5+vqIBJ0fTC+G0JBxvNAP9Pbhlfu8EQRzFtatsoOaqum7FBDfeHithRWEvZi5/GjOGtmLm8qd9LSo6LUx6VYxOM+M8sfr1dR+dPiFRfD5HjgJ3oL8HC2ZOdTx33BncBHeaXginJeF4EqwZmIP7bZppFNeusptaw2/7Vj+LGUNbA2uKZ+Xb8NjOgzWBX2GekFjHjTBrAU4J7eMkyPeZCerXfW5uneY72aUk0/qvXIEl83trv1OOqJY0XUiOpveOAFo7z0Mc137z5Rc6JrOpMKP/m8/i3ZNlhIlryOcI7ysyiz2+65CW0Ai6FlAYKcLH2lxoFsycivVfuWJC2LIO5rVYB5uxUtnV+2fNwBwRuimj6TVhIXrWDMyp06isHA8pgAEArM7ToOsOFmQtwDRh+K2wHIY3fl0VpG4LZ6qX9ILuTqzbdgDv2XyI7Ro/J+RCJ+ghQrhJaGRAyorCXjy+61Ao/1g3W7FbnThdF7IgawFhci0ExdRmV14/27EQ6IKZU43aa87XoqPxUyNVe8E3LWGOaHbiCkixCtscUc0nNmxe3Z7uTuwYugqX/vmP60rS6KDrlxsk53MSbov2cktmYIUZBGJqyvfcNMfxWlSBGM3u/dNMUJamKvPmzePh4eGku5E6Fqx93vFFNIVdEJwS7ERBZz6He26q2iTdareZQt8+CMRhzzTzLzTK3cwk30ZYt6jeN9c+oAJn7pkqd4Sf44VkIKLdzOyUk1004axSGCli9ZZ9rvbLMJqdmy+wX9qMgpI9Fg1uwdrnXdtUmLUWkcImKXISYo1ixrldE/rq5tXhdF1S5SX7iBDOIIWRIgY37UHZo1Z5mClpVPkQpnTlMfKNiYluvAYIHf/iKMwwSdiBTV49cmLCtiBeHa3s/dMMyMJcBlm37YCnANYNylAt6KkWwPwu8ay8fjYqDgttbgNEvo2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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Read Points of Interest using the same OSM reader object that was initialized earlier\n", "restaurants = osm.get_pois(custom_filter={\"amenity\": [\"restaurant\"]})\n", "restaurants.plot()" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 1388 entries, 0 to 1387\n", "Data columns (total 36 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 changeset 1338 non-null float64 \n", " 1 tags 1157 non-null object \n", " 2 lon 1338 non-null float32 \n", " 3 id 1388 non-null int64 \n", " 4 timestamp 1388 non-null int64 \n", " 5 version 1388 non-null int8 \n", " 6 lat 1338 non-null float32 \n", " 7 addr:city 916 non-null object \n", " 8 addr:country 392 non-null object \n", " 9 addr:housenumber 929 non-null object \n", " 10 addr:housename 130 non-null object \n", " 11 addr:postcode 864 non-null object \n", " 12 addr:place 1 non-null object \n", " 13 addr:street 968 non-null object \n", " 14 email 182 non-null object \n", " 15 name 1365 non-null object \n", " 16 opening_hours 673 non-null object \n", " 17 operator 51 non-null object \n", " 18 phone 438 non-null object \n", " 19 ref 6 non-null object \n", " 20 url 34 non-null object \n", " 21 website 810 non-null object \n", " 22 amenity 1388 non-null object \n", " 23 bar 13 non-null object \n", " 24 cafe 1 non-null object \n", " 25 internet_access 13 non-null object \n", " 26 office 3 non-null object \n", " 27 pub 2 non-null object \n", " 28 restaurant 1 non-null object \n", " 29 source 44 non-null object \n", " 30 start_date 28 non-null object \n", " 31 wikipedia 3 non-null object \n", " 32 geometry 1388 non-null geometry\n", " 33 osm_type 1388 non-null object \n", " 34 building 48 non-null object \n", " 35 building:levels 8 non-null object \n", "dtypes: float32(2), float64(1), geometry(1), int64(2), int8(1), object(29)\n", "memory usage: 370.2+ KB\n" ] } ], "source": [ "restaurants.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the OSM for Helsinki Region contains 1388 restaurants altogether. As you can probably guess, the OSM data is far from \"perfect\" in terms of the quality of the restaurant listings. This is due to the voluntary nature of adding information to the OpenStreetMap, and the fact restaurants (as well as other POI features) are highly dynamic by nature, i.e. new amenities open and close all the time, and it is challenging to keep up to date with those changes (this is a challenge even for commercial companies). " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Joining data from buildings to the restaurants can be done easily using `sjoin()` function from geopandas:" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Index(['changeset_left', 'tags_left', 'lon', 'id_left', 'timestamp_left',\n", " 'version_left', 'lat', 'addr:city_left', 'addr:country_left',\n", " 'addr:housenumber_left', 'addr:housename_left', 'addr:postcode_left',\n", " 'addr:place_left', 'addr:street_left', 'email_left', 'name_left',\n", " 'opening_hours_left', 'operator_left', 'phone_left', 'ref_left',\n", " 'url_left', 'website_left', 'amenity_left', 'bar', 'cafe',\n", " 'internet_access_left', 'office_left', 'pub', 'restaurant',\n", " 'source_left', 'start_date_left', 'wikipedia_left', 'geometry',\n", " 'osm_type_left', 'building_left', 'building:levels_left', 'index_right',\n", " 'addr:city_right', 'addr:country_right', 'addr:full',\n", " 'addr:housenumber_right', 'addr:housename_right', 'addr:postcode_right',\n", " 'addr:place_right', 'addr:street_right', 'email_right', 'name_right',\n", " 'opening_hours_right', 'operator_right', 'phone_right', 'ref_right',\n", " 'url_right', 'website_right', 'building_right', 'amenity_right',\n", " 'building:flats', 'building:levels_right', 'building:material',\n", " 'building:min_level', 'building:use', 'craft', 'height',\n", " 'internet_access_right', 'landuse', 'levels', 'office_right', 'shop',\n", " 'source_right', 'start_date_right', 'wikipedia_right', 'id_right',\n", " 'timestamp_right', 'version_right', 'tags_right', 'osm_type_right',\n", " 'changeset_right'],\n", " dtype='object')\n" ] }, { "data": { "text/html": [ "
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40.0{\"outdoor_seating\":\"yes\",\"takeaway\":\"no\",\"whee...25.041740508208880060.190361NoneNoneNone...NoneNoneNoneNone478557880-1{\"fixme\":\"shape\"}wayNaN
..................................................................
1385NaN{\"description\":\"Suomen paras pihvipaikka - ja ...NaN5833439450-1NaNEspooNone16...NoneNoneNoneNone5833439450-1{\"description\":\"Suomen paras pihvipaikka - ja ...wayNaN
1385NaN{\"description\":\"Suomen paras pihvipaikka - ja ...NaN5833439450-1NaNEspooNone16...NoneNoneNoneNone5833439440-1NonewayNaN
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1368 rows × 76 columns

\n", "
" ], "text/plain": [ " changeset_left tags_left \\\n", "0 0.0 {\"contact:website\":\"http://www.pikkuranska.com... \n", "1 0.0 {\"toilets:wheelchair\":\"yes\",\"was:name\":\"Antin ... \n", "2 0.0 {\"cuisine\":\"nepalese\",\"takeaway\":\"yes\"} \n", "3 0.0 {\"wheelchair\":\"yes\"} \n", "4 0.0 {\"outdoor_seating\":\"yes\",\"takeaway\":\"no\",\"whee... \n", "... ... ... \n", "1385 NaN {\"description\":\"Suomen paras pihvipaikka - ja ... \n", "1385 NaN {\"description\":\"Suomen paras pihvipaikka - ja ... \n", "1386 NaN {\"contact:website\":\"http://loylyhelsinki.fi/\",... \n", "1386 NaN {\"contact:website\":\"http://loylyhelsinki.fi/\",... \n", "1387 NaN None \n", "\n", " lon id_left timestamp_left version_left lat \\\n", "0 24.866842 25279508 0 0 60.208969 \n", "1 24.883369 27392509 0 0 60.181183 \n", "2 25.042477 50812719 0 0 60.206657 \n", "3 25.030569 50818866 0 0 60.195324 \n", "4 25.041740 50820888 0 0 60.190361 \n", "... ... ... ... ... ... \n", "1385 NaN 583343945 0 -1 NaN \n", "1385 NaN 583343945 0 -1 NaN \n", "1386 NaN 625576876 0 -1 NaN \n", "1386 NaN 625576876 0 -1 NaN \n", "1387 NaN 832179600 0 -1 NaN \n", "\n", " addr:city_left addr:country_left addr:housenumber_left ... shop \\\n", "0 None None None ... None \n", "1 None None None ... None \n", "2 Helsinki FI 4 ... None \n", "3 Helsinki None 14 ... None \n", "4 None None None ... None \n", "... ... ... ... ... ... \n", "1385 Espoo None 16 ... None \n", "1385 Espoo None 16 ... None \n", "1386 Helsinki None 4 ... None \n", "1386 Helsinki None 4 ... None \n", "1387 Sipoo None 262 ... None \n", "\n", " source_right start_date_right wikipedia_right id_right timestamp_right \\\n", "0 None 1957 None 28175497 0 \n", "1 None None None 26405360 0 \n", "2 None None None 15505662 0 \n", "3 None 1991 None 10637173 0 \n", "4 None None None 47855788 0 \n", "... ... ... ... ... ... \n", "1385 None None None 583343945 0 \n", "1385 None None None 583343944 0 \n", "1386 None None None 466092407 0 \n", "1386 None None None 625576876 0 \n", "1387 None None None 832179600 0 \n", "\n", " version_right tags_right \\\n", "0 -1 {\"architect\":\"Eliel Muoniovaara\",\"source:archi... \n", "1 -1 None \n", "2 -1 None \n", "3 -1 {\"building:maintenance:operator\":\"Lassila&Tika... \n", "4 -1 {\"fixme\":\"shape\"} \n", "... ... ... \n", "1385 -1 {\"description\":\"Suomen paras pihvipaikka - ja ... \n", "1385 -1 None \n", "1386 -1 None \n", "1386 -1 {\"contact:website\":\"http://loylyhelsinki.fi/\",... \n", "1387 -1 None \n", "\n", " osm_type_right changeset_right \n", "0 way NaN \n", "1 way NaN \n", "2 way NaN \n", "3 way NaN \n", "4 way NaN \n", "... ... ... \n", "1385 way NaN \n", "1385 way NaN \n", "1386 way NaN \n", "1386 way NaN \n", "1387 way NaN \n", "\n", "[1368 rows x 76 columns]" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Join information from buildings to restaurants\n", "join = gpd.sjoin(restaurants, buildings)\n", "\n", "# Print column names\n", "print(join.columns)\n", "\n", "# Show rows\n", "join" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 50, "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": [ "# Visualize the data as well\n", "join.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see from the above, now we have merged information from the buildings to restaurants. The geometries of the `left` GeoDataFrame, i.e. restaurants were kept by default as the geometries." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Selecting data using sjoin\n", "\n", "One handy trick and efficient trick for spatial join is to use it for **selecting data**. We can e.g. select all buildings that intersect with restaurants by conducting the spatial join other way around, i.e. using the buildings as the left GeoDataFrame and the restaurants as the right GeoDataFrame:" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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YwNeBW0t/GqpedDYHCgokAL2tmjUtW0eTv6Db6Um02rJqEDbGjABnRWRH5qr7gEPAk8CDmeseBJ5Yvq+kF78/Ahw2xnxp2bb1WRffAxwouvWqYcVTlpYwUnWh0JH6TwCPiUgAeBP4fdIB/Hsi8kHgDPA+ABHZADxsjNkNvA14P/C6iOzL3NcfZWZCfFFEdgIGOAV8pBxPSDWGQnvLqnBjszH8Hg9dLXqEUU3iptLgu3btMnv27HG6GUo5ZjQcY6A9VPb7PTs5TziW5JoNWqm6EkRkrzFmV65tOmdFKRfpb1vbXN1Eyibgu3QUUmv4OacxJ1yqmnd2cp6prBwTzx8dW3K5Ua11HDxXAFbO0p6wqknLe2Zvv6L06Ykz80k6mgubOVDr5hMpmvzexWCcsuyGXbxSL/S/V0PeHI/kLWRZrEMXwqtWKK5V84kUT78+DIBlWbxyegoR4bGXz/DLPAs5FiRSly5prpcADOl8wtm9YacCcLlTeM7Mu/O9Wg4ahGvIUE9L2aZdXb2hnbaQO4NPc8DH7uvSMxgTFvzJU4cA+N1bNnHoQnjFYYl4yloxt8T0fGLNGb/cdDK7VIeHwyt+4ZVaNNS2zSVflDPRJE2Bxp3tokG4huhqpUs1Bbz84KNvA9K9vs09zSuOa7aF/Cv2Dj/62F7u/MJza2pTLFn/CYQi8dSKiz9WCsL//0un8m7zeATD0i+xjiZ/Q49VN+4zV650z45+jo7M8tT+CyXt/7MTk0zOJXnxjZwLPAvSCL22W4a6uWKg+KKqk5EYvzx5ccWCpDrHeyk9Madc54ZNnWzsaipp3xs3dXBZdzN3XbFivilXmI0llww5rVa3rxq6W0P8h3dfv2IvOpa0dOl0Fg3CqiYlLTvvIa/XI/SXuGDhf3ysfio2Lx/zb/J7884DXi6WtIgmrIqsjlsth4UG4KV0OELVpFJP/DQyj0f48ZHcwyzZeYZPX5wj6Ct+eXKumSdq7bQnrFQd+fVr1+W8Pjuh++aelpLuO1+uYrU2dd/dmIunGmJKkbrU9HyCsXDM6WasyE0FMjVrXWXUfU/Y6RMVyjmdzYG8h9CFjp1WWqXHR5OZOdOVGt6xbFMX1aKd5Py7UDnu+Nhsxe7byZ7efDyFkPsoKJqwiKecaVs0YVW8jFAiZfPLU5P8/PgE4RWmiynnaRBWJY8RFsLJM+EzsST+PHNSO5r9js1XnYjEOTNZvnp5lm34xclJxsIxxsIxjDFE4in6WoNMRZN0NVcuP7D2gtdOj9Xr2MVInJ4CypRXeyZCtYYC1neUNpe40sqdNtI2hhPjETZ1NZFI2ew/N8PW/laGelsY7GrSlZg1ToNwHYinrJy9ukICcDXZtsHjkZoYi12LWNIi4PXUTHDzez3801svw7INAmzOapdO9at9+h+qA6UeVk/OJThbxsPi5WzbLEmmc7FO8gGH/N6yBmDLNmUZn/Z6pOpfDLGkxcmJSFUfs95oEG5g3S2BilZU8HhkybSmvjVWhciWtGyMMQzPRMt2n07xesS1+RR8HmFiNu50Mwo2Go6x78yU081YQoNwha2UVtFJySq1a2EWwFofzxjD/nPTi5f9Xg8j4RhBn2dxHvgzB0aYi5c3z+1aOP0FUY3Xwuf1cMvlPRV/nHIZaA/h83pIWTb7zk473RxAg3BFWbapyaoHE5E4IzPVWcSQtGxiSWvNY5MickkRyia/l6f2D/Orf/Y8n/7Bfmzb0BL0MTZbGws0nD4xWM9z5BMpm4PnZ0ra99rBDnxeDzs3dZa3USWq3/9SDajV6Tu9VTxhd3EuwbqO8lQHXv56djYHeP8dQ7z35o08c2CEDZnMav1t5a9GXIjs7GAz0eSqiWxU6QI+D9sGWp1uRlloEFYVVY0qvs0BH79108aKP04+s7EkIb93SW+/Voeh6olbx9GXq71jZVUX/vSHhxh66CmGHnrKkcePJlJF1y1brX5dPm0hP36vZ0lPvdamB6rapUG4TPadnebFY+NON6Nm/Ltfv4r7d/Syta9yq/EW2LZhIpI+Qz81l2AmmmT/+RmOFbkcuxIry2zbLEkjCTA2G9O0kGqRDkeUyWwsyY51xZeDccrBCzM8d3iMD7xtiPYKFASdS6T4T79z45qShheaHMbjkcVx7pagj9lYktsKOGMfjiWXPPdt/eUfY/R4hOVPoT1UWE21Mxfn2agr3uqe9oTL5K7tfY6dECqWZRv+8rnjPP36MPf9+U84MV7+yfZtIf+aqzaUkoI04PMQz/Qyx2fjWCskyqnEl08uzQEfFyPxxQUZhebTuKynWQNwA9Ag3IBSts3mnmZ8XuHeHf1VnS1RjFKm90UTFt2Z4N/XFqz6DJXzU1Fez5rPvKCnNejKE0nnp6MNcZLRGLNicdJK0uGIBhT0efn07qs4NjpLwOepq6lULx4b59BwmE/df8WS6yfnEovBuZIGu5oYzFGE1BhDwrJdF4j3n53mti09Bb924XCY6z//IgCnvvCuxeuNMRwaDl8y17tWiIhjnwPtCTew7QNtS9JYhmOV6wlUa4We3+fhQ3dtueT6tQTgteZ1iCYsRNyxNNkYw1P7L/DCG+MkLRsRoTlQeLsXAvBH7tq85HoRYXv/pedMogn3VBapFA3CLjcTTfD5pw+X5b4qOUYajiarUmbqV3f0L6mntlaJlM0zB0ZKavt8Ij0roqnAIFbpRO+FiCVthmdi7Dk9yV8/f4Lz0/OXnFjM5zf/8gUA2oNePv2uay/ZnutkZKGvTT7ziZTrZ5poEHa5iXACy679N2FPa9CRGmULvftEymZ4uvhcDgGfhwd2DpbU9uZAcV8GY7NxPvPEgaIfp5yaAl4+dNcW3nvTRm7f0sO2/lYCy3rwtm04PBxect3YbIz952f5wO2Xsf9z76xae0dnYktyiriRuKkI5q5du8yePXucbkZdisRTeEXW3DNxQtKyXZc3N2XZeJdlmfvWS6eJxJL8y3u2Odiy1cVTFntPTXHntt6824M+L9PzCTorWNVjQSSa4MjILLtqOJGQiOw1xuzKtc1d79watnDo6Qax5KU1zgQIujTZeiEBuJRxXWPM4lh2uccufV7PJb3rJr+XK9e1cTFS26khgz5v3gC8sB1YNQDbtil6VWMu93/5Bf7kqSNF7WOMqZnxaHd+6mpQsYeeTkpa9iXlL1uCvrqZkxpNWJdkUivlpFjKNovpDkfDb91fImWvOXjkGsf87Zs38qtXDjhyNLJSJyIcS/LdX5y5ZOXfWnk8Qkfz2s9D/PHuq/itmzYUtY/U0FGfBuESvX6utDR6taAt5C94/uzZyfmqzWwol9FwjKYyFBj1ez3cMtQNwFDvW7NI9p6e4r/vPVvy/Y6FYysuqXbiCz3XYy4E5vaQn9+99bKynvBczUpVuqMJa8nc5X+8c5Dfu/PyS24XT1k1lV86Hw3CJbpu41vzHcfCUSLR+ijds+D0xTn2n52mJegrary1Ft70Q70ttFVwpscdW3sWp8GlLLuooaiZaJLhmRhb+2o7DeN8IuXIl0HKsvnRoREC3vydBJHCFvIEvB5X5FTWILxG3/r5KT706F72npl2uillJQgTc3G6WwJFjZ3Vag7lXKIJa8VlzYXY/Rcvcsuf/Kjgo4WOJj83bOok5Pfyxugsf/j9/Wt6/EpxanjN5/Vw57ZePJ78oanQZd9OzMYpRUFBWEQ6ReRxETkiIodF5A4R6RaRZ0XkWOZ3V479NonIjzP7HBSRT2ZtW3V/N3j/HUM8+Ylf4e07+p1uSlld1tPMvVcOYNvF1XEr9ANSC2xj1hyE771ygMGuJiZLKGJ6YjzCfVfVzvtmLFwbFUmK+QLI9bq7bfis0J7wV4BnjDFXAjcAh4GHgOeMMduB5zKXl0sB/8YYcxVwO/AxEbk6s62Q/V1rLp5iet79QxQej7Alc+hcjorAtaQl6Csomxmks+Tlcu1gG3/229eTLGHBwJbeVn7t6nVF71cpwzPRJScg3SDkf+v/F01YTM3FXTddcdXWikg7cDfwCIAxJmGMmQYeAB7N3OxR4N3L9zXGDBtjXsn8PUs6eA9mNq+6v5tFk1ZV5khWUyzpnh5G9vz3lU7yFGphjHn5rIYn9w2zqSuI3ydcmI5iF7FwZmtfS1VWERbqhk1dDFep9mApciUSyu41NwW8dLXUZjKqlRTylbEFGAe+KSKvisjDItICDBhjhiEdbIEVj6tEZAi4EXg5c1VB+4vIh0Vkj4jsGR+vraTpyw97snuKtZqZbC3clOgnab0V3Mo5RHLq4hwAf/Xj4/z6l39CX2uA5mCQaNwikbI5eXG+oPsZC8dyzhV2Wq0Uv8ylFovmlkMhz8oH3AR81RhzIzBHkUMHItIKfB/4lDEmvNrtsxljvmaM2WWM2dXX11fMrhW3/LDHDQlaGsF8IlWxccHWgI+fHhvH7xW29jbzx++6mmcOjrC5t4WNXU1LZj3kmykSS1r0t9dG7ula6ok3qkJGwM8B54wxCz3Yx0kH4VERWW+MGRaR9cBYrp1FxE86AD9mjPlB1qaC9leqWJU8s7+hq4m4ZfEr2/uArQCkLIOIcH56nnA0yfaBNkZmYqzvDHHwwjRb+9qW9MZr6eTlq2enuX6wAxFheCbKxq63CrMaY4in7Jpqbz1atSdsjBkBzorIjsxV9wGHgCeBBzPXPQg8sXxfSR9rPQIcNsZ8adnmVfdXqhrm4qmiFt9c3rt0ju97b05Xek7ZhkTK4vCFMC1BL4mkjWW/NSYdTVgkLZsXjjo3rGbb6RkhC7NCbrqsi5loku+/cm5JAI6nLA3AVVLoIMsngMdEZD+wE/g88AXgHSJyDHhH5jIiskFEns7s9zbg/cC9IrIv87M7sy3n/kqVqpQKEPGUhQhcXoaCpFv7Wrl5qIfrN3Xy1P4LTEcTXLOhg5Dfy9RcOh9ELGnx5kT5y0kVIhJPMRGJMxdP8q6/eHHxy6El6ONd161fctugz+vaXCJuo1nUlMqIxJK0lrDSLnt1WSJlE/B5GA3HOH1xlql5i1+/Zh2RWIqQ34PP68G2jaN5OmzbcGh4hmsHOwE4NjrL9gH3FKl1I82iphrC+GycY6PFlbnPtjxv7kqy5w0vT2wzM59goD3EzZt76W0NsPf0FK0h3+LZfScD8MVIHI9HWN/xVgkmEZgqYbGJKg8NwqpudDb71zSNrtCFG8CS3BTZVbbjKWsxl8Szh0a46bIutvWvnCdiJmtRTyWOTKMJi4lMesyezNTJnqwplNv629ZcGVuVToOwqht+ryfn1K9CygaNzcZ49GengHSSnbl4aWVz2kJ+bAMnxyPs3NSVs4BkdmVfYwy/87Wf89RrF5iIxBgNlz+XcFPAu+q8dbeXCHIzDcKqrBYO0wutl3ZsdJbnj45VdL6qXcB997eFePDOISC9KGVhSXMsaRU05/h0ZhEHwGBXM90tAfrb3gp8saS1+BwTlk17yEciZXN+Ospf/pMb+eHBYaJxm84y5NctRTFHAaq89JVXZbXwYf7ZiYsF3f7cVJRNXc0VXTlW6kqr2ViSmWgCrwjnpuY5v0KNuvNTUeIpi8lIgljSoqM5sDj2OxqOEk/ajIVjnJmcw7YN+85MEfB52NjVTFdrkH/x9m28MTbL8NQcJ8Yj7D87xStnJktq90rCseTiLBJjylPZQq1N7SfbVDUtEkvSEvQtBtGFVYNdLX5Slr0YAM9OzvP80TE2dTdzz45+Tk3M8d9+eYYH7xhiXWdT3vt3UlvIvzj2OxqOEfR5GczT1oVyP8FWL7ZtOD42y7b+NuYTKTpCAZK2TUvQT4/fw1zcIhJ762ReX1uQvrYgO9a18Y4v/YRTF+e5eWMbj3/srvI/p6z8usZAa0hDgNMapidcSzWlqu2//OQELx6rzAKB1pA/Zy/2mg0dS3qgm7qbed+uTfQ2ebnm3/+Qg+eneOnkJMfHI4sVkWvRwljpjoF2rlpXWCJ2j0cWx2ADXg+T83HaQn78PsGQzlb2tu29PH906SJRv9fD3Vekl+Z//+N3F3V0sOdUYb3mhGUzEUksTpNzU/7netUw84QXTrZsqNFeVz2LJiyePzrGzZu76G8PcdX//UNs2+bg534Djwf+8Puv85/ed4PTzbxENGFhG5smv4/hmSjGNgx25x86mYwkmEsk2dTdwkw0SUeTn3BmOKMl5E8XDk1ZjM8lGOxsxhjjWAKfiUi8LpNM1aqV5gk3TBBW5ReeT9BeQLrO+USKaMJaMi1q3+kprhpsX5L06PTFOTb3rH3lWrksLO01xjAdTWJZhjfGZrlre2mJpM5PzXNkJMz2/jZagr4lr8dysUSKpG0qWqZJVY8u1lAVcWy0sIR4zYGlAWdkJobP5+HkxNyS29XaXFUBPJl6Zr2tQUQMb47NkUjZWPbKw1vT8wmszAmwsZkYxhiMgc6mAJf1tOQNwMYYbNtwcT6hAbhBaBBWJbv58t6S9utuCXDNhna6lwXd9hoLOh6PLA4XGGNI2jZDPU0kEin+52vn8WWKUeZKGp+ybUbCMWZjSXpaA8xEk7Q3+wmtUmZ9Lp5iPmEx2Nm84u1U/dAgrKou4EsnM89eabaSnxwtPctpLGkVPGd5JSKCbQnzyRQx23DtYMdiPulcmcY6mgL87f4LvPDGKGOROJ3NAV4/N513dsWC1pB/xRkLuRZV5Cu9pNxBg7CqmJRlF7US6+jIbM5MaGspohrye8uWq6Gj2c9tl/fR2xpkW//KCW8SSYtt/a1cOdBGT6bkzg2burDstc3NzbWoYmHYIt+iEjed92lEGoRV2SwPuFPzCQxvndxazamLczUzZSqWWJqUJ5GysY0hFCjsI/M3+y6QsmDrQAfziRQnxmZpzZyM66jQqrh8BS5rrYSSWkqDsCqbU5kTbacvzjEXT9HXFlqc/bBSIBifjWOM4dah7poJGLOZzGgLJYoWkpwbU1jV6X9++2Yu627iuy+foS3kZ2t/W8POU1cr0yCsSpZdWdi2Da+cmWTooac4fHaClmDhK7FiSYvZWJJoGaoil0tfZrzayvTg20J+vB6hJehbUkR0JdsH2th9/frF3n3TKiflVGPSIKxWlW8oYTIrBaPHI6xrTQfev/jRwYLv+7Wz06zrCNEc8BUVuKtlYcbGbCxJb2uQmfkkrTnauXyGxMKS7aDfw5GRomrbAoUnQFLup0FYreqRn57kydfOX3J9b+vS2Q3/1xOH8QDf+T/fVvB9D7SH8Irg83rWlAu4ksZn47QGfek8EM3+xXzB2bMS/vueM0v2WViyfX56nsu606vjfvrG+JLcwSvxeITpzG31xFp9q72uh6o5H7prS0G3++mn7895vWWbvCfc1nXURul3SCdX78ixArAt6MUYQygzvh30ebkYiS+Z5zw8HQPSPeJoIoVHPMRTFt3NQQJeD/GUzW1bey45eZa07Lwn1DozbamVcXJVGRqEXWx8Nk48adHXHlyy/LfWVGPGQ3bGtlLlCsAAiGAbFhdneD1CV3OA+YRFS9DHSDjKrqFuAE6MR/jxkVFu29KNVzwE/V7C0STb+tvwSLqoZva84nwBWDUOfQe4WFezn3UdoTUH4Pll07HcaK0BeCUhv5e5eHrMdzaaZGougccjzMaTfOaJA3hIzwyxbMM1Gzq4ZagbyxZaQ3629rVw3WAHfW1BbJN7YYdqbBqEXczn9aw5+EzPJ/i9R37BaDhWplbVp4W5vX6f8NLxMX5ydJz/ue88b4xM8/wbE4Tjca77zDPc+fkfMTwd5Ys/PEg0aeH1eBYrONfIFGhVY3Q4osF1Ngd4/F/e6XQzXCPk9/HquTD/cGSc4+MRBLhlyyx/9dxJhnqasJIpHvvFWc5PRvmj7+/nD965g12be2gOemkKeDkxFqG3LYhXWAzOqrFpEFYA/OzEBLcMdesYJemTa4eHw9x4WdfidfGURSJlI8C9O/rxez38pm+Ae6/s40I4zmd+82p+8MpZjszE+LN/toN1HU3EUhbHRsIkLYuk5aE54GNrfyvhWJLWkJ/ZWJKkZS5JZKQaS8MG4XjKqumTWaU4OjLLvrNT/JNbLit63zu3lpYRrR6F/F6uHexYct3xsQhBnwcxhis3tNPTFqA16OfbL53gyvUdPHDjRt51/Qam5uK8cGyCIyOzXN7bwvR8kramAF6PMDmXoKvZz8nxOTZ1p4uBnr44p0G4wTVst6eeAvBoOMahCzNcjMR5YOeg081xlVjSyjke/vTrw0xE3io/v62/lW39bQQCPjqbAwx2NdMc8PLem4eIJGxag17mk0l+fHSMziY/g51N/K8TE7Q1+RcXcnS3BBARrhvsoDXo45kDI4T8DfsRVBkN2xNezhjD2GycgfbambdaqB8dHiUSS/GRt291uimu4/UIwazMZKcvzjHQHuKq9e2LMxnsTOazoN8m5PNydnKe9R0hfnRghN62IIPtTVycS/Dym5PcfcUA6ztC+Lwe7rlyIOdjejxCwCPcf1U/8zW0VFs5Q4NwRjxl18T0oYlInEMXwosFHwvxz2/bXPZ2zCdSNAeq9/a4MB3Fsg2buqubzNzv9SwuihieibL39CTfeukM16xv57bLu+lrDXF5fwspy6Yl6GPOsuhp9nPgwgz/aOcgo+EoE5EE0UQKL5CyUli2xYnxCDuzxpRz8Xk9tNfZGPxKC3NUbvX1DliDkN9bE8tmO5v8BQfg4ZnoJdd94Bs/Y+ihp3jtTOmJ0AEuRuL88MDwmu6jGOvaQ2zscq4I6/BMlKDXwz+6fpD/8dG38Ye/cSUxy2Kwq4mB9hCDXc2kLMNAexPjkRjRmIVtDCcn5uhq9tPdEmRLfzv97c10tqRvX4sKyQC3FhqAi6eFPl1soWx5tuOjk9z/5Z8D8Obndxec0PxiJL5i4clakkjZOZObl2p4Jsq+M9PcvqVnsc5dImUTT1lL6rwlUjZz8XQVZY/Hw1w8tZh0KJ60iCatxV51LrGktXi0FU1YmlWtgWihTxeLJS3mE6mcSVxyBdhtA92Lf09PTxX8OG4JwJC7ukQ2YwxTcwm+/fIZnjs0Aqy8KnB9RxO/cd36JYVGAz7PJYU2Az4PzUEfBiGWtBYDsG0b3hgNc2E6fWQyE01wYfLSo5Thmdhi5RANwGqBBmGH/eLkJP/vPxzLu/3QcJiPfGsve04XHlDvuaKLe67ooqtr5THJeiUidLUEsG2b6wY7AYoa37Ztw/hsfMl1IzPpGRRBnxevR5actDt9cY6+tnTJo/NTUUbDMTqa/VjL0lFe3tuyuMJxPpG6ZLtqTDoc4bDpTGnzSoylZR/+NqLZWDr3bylZyM5OzjE9n+DqDZ14PcKFqSgblo1Zn744x+HhMDds7GR9ZxMTkTitQS8HL4TpbwsyPBPj1st7yvV0lIutNByhsyMcttIY4lokUjaeBk+BuHw4oRixpMW1g50krfTZ/uW15Wzb0NcapGd77+Lr3NsaJGnZXN7TjIhoAFYF0eEIlp4xnporLOl2rQv4PCWfvCqmQrLTVmurMYa9pyeLvt/tA+2IyOJr2N2ydMw8mrRoDvpoDfqXDHX4vR66W0N0tbhnjF05S4MwS1fPLUxTy1V6vVGUc+ZBpRVyku7mzd0lFdlcKPKZSy2WYlLu5J5PW5UszDjIrp9W6bmVqjL+689PcWIsAsBcCTmTaynQ6nuwfhUUhEWkU0QeF5EjInJYRO4QkW4ReVZEjmV+5zwVLyLfEJExETmw7PrPish5EdmX+dldjidULv1tby1fXi3PhDGG42OzlW6SKsKrZ6bYMdDK+s70ooneIqbgjc2unlu50BPa8ZRVllkQ9ZTrRC1VaE/4K8AzxpgrgRuAw8BDwHPGmO3Ac5nLufx/wDvzbPuyMWZn5ufpwptdW0SEbf1tTjdDZblqfTtXDLTRGvJhjFkcXoqsMMSwIPsLOJ/JPOcOFsaoF5L2LExpUyqfVYOwiLQDdwOPABhjEsaYaeAB4NHMzR4F3p1rf2PMC0DxZ0aUWoOQ37t4ciyesknZ6eCYq1x9PsvL2GfLt7hlYYx6tbzMxlw6F1k1pkJ6wluAceCbIvKqiDwsIi3AgDFmGCDzu7+Ex/+4iOzPDFnkG874sIjsEZE94+PjJTyEanQhvxdjiuuNRuIpnth3vuTHXK33KyL0tekMClVYEPYBNwFfNcbcCMyRf+ihGF8FtgI7gWHgz3PdyBjzNWPMLmPMrr6+wjOLVYObpnI1mmjC4uzk/OLlYpcJtwZ9vOfGjeVuVlEWeuL1UIhV5VdIED4HnDPGvJy5/DjpoDwqIusBMr+LSttljBk1xljGGBv4OnBrMfvXgoVDXFV7mgLeNafFdHqq3sJqx4Ul05UUT1k5s/Kpylv1XWaMGQHOisiOzFX3AYeAJ4EHM9c9CDxRzAMvBPCM9wAH8t22VlUz365qXOs7Kl9oIOjzsr7DuVSijazQKPIJ4DERCQBvAr9POoB/T0Q+CJwB3gcgIhuAh40xuzOXvwPcA/SKyDngM8aYR4AvishOwACngI+U6Tk1tJRl4/VISfkSVG1q0i/7uqYJfJSqYdWucKIqQ/MJK+VSGoDrnwbhClhpfqlSSmXTIFwBIulUh7VME4orVRv0WKcC3LDOX5fSKlUbtCesVI07MR7B1jnpdUuDsFLL1FrayK19rXg8q39Ua30ITOWmQVipZdwwnJRLrurbqvZpEFZKKQdpEFZKKQdpEFZKKQdpEFZKKQdpEFZKKQdpEFZKKQdpEFZKKQdpEFZKKQdpEFZKKQe5Kqm7iIwDpwu8eS8wUcHmVIq2u/rc2nZtd3Wtpd2bjTE5KxW7KggXQ0T25MtkX8u03dXn1rZru6urUu3W4QillHKQBmGllHJQPQfhrzndgBJpu6vPrW3XdldXRdpdt2PCSinlBvXcE1ZKqZqnQVgppRzkuiAsIptE5MciclhEDorIJ5dt/7ciYkSkN8/+nSLyuIgcydzHHbXebhHZISL7sn7CIvKpWm93Zvu/yux3QES+IyIhl7T7k5k2H6zWa5153JztFpHPisj5rPfA7jz7v1NEjorIcRF5qFrtLlPbvyEiYyJywC3tXu19VhBjjKt+gPXATZm/24A3gKszlzcBf0d6QUdvnv0fBT6U+TsAdLqh3Vn34wVGSE/+rul2A4PASaApc/l7wAdc0O5rgQNAM+mK5D8CtjvZbuCzwL8t4L1xAtiSeW+/tvCca73tmX3uBm4CDlSrzWV4zfO+zwr9cV1P2BgzbIx5JfP3LHCY9Icd4MvAHwA5zzaKSDvpf/Qjmf0TxpjpSrc581glt3uZ+4ATxphCVw6uSRna7QOaRMRHOqhdqGBzF62x3VcBLxlj5o0xKeAnwHsq3GRg1Xav5lbguDHmTWNMAvgu8EBlWnqpNbYdY8wLwGSFmrfS45bc7rU+Z3DhcEQ2ERkCbgReFpHfBM4bY15bYZctwDjwTRF5VUQeFpGWKjR1iRLane13ge9Uqm0rKbbdxpjzwJ8BZ4BhYMYY8/fVaGu2El7vA8DdItIjIs3AbtK956rKbnfmqo+LyP7MYXtXjl0GgbNZl89RZEAolxLaXhPW0u4c+xammt3+Mh9CtAJ7gd8i3cN6GejIbDtF7sPMXUAKuC1z+SvAf6z1dmftGyC9dn3AJa93F/APQB/gB/4G+D9qvd2ZbR8EXgFeAP4a+LJT7c5cHiA93OAB/h/gGzn2eR/wcNbl9wN/6eR7pdC2Z+07RJWHI8rU7iX7FvW4TjzZMrxYftJjev86c/k6YCzzoTqVCbRngHXL9lsHnMq6fBfwVK23O2v/B4C/d9Hr/T7gkazLvwf8Va23O8f9fB74qFPtzrE9Z6AC7gD+Luvyp4FPO/leKbTthW6vxXavtu9qPz5cRkSE9JjuYWPMlwCMMa8D/Vm3OQXsMsYsyXhkjBkRkbMissMYc5T0+OqhWm93ln9KlYci1tjuM8DtmUP6KOnXe48L2o2I9BtjxkTkMtK96GrNormk3Znr1xtjhjMX30N6yGS5XwLbReRy4Dzpoat/VuEmL1pj2x2zlnbn27co1f7GKcM31q+QPqGyH9iX+dm97DanyBxmAhuAp7O27SQdCPaTPjzuckm7m4GLZA6lXfR6fw44QvoN/C0g6JJ2v0j6C/o14D6nX+/Ma/d65vongfV52r2b9Bn6E8Af18J7pYi2f4f0uYMk6fHsD9Z6uwt5n632o8uWlVLKQa6eHaGUUm6nQVgppRykQVgppRykQVgppRykQVgppRykQVgppRykQVgppRz0vwFpAVsGToPbzwAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Merge information from restaurants to buildings (conducts selection at the same time)\n", "join2 = gpd.sjoin(buildings, restaurants, how=\"inner\", op=\"intersects\")\n", "join2.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see (although the small building geometries are a bit poorly visible), the end result is a layer of buildings which intersected with the restaurants. This is a straightforward way to conduct simple spatial queries. You can specify with `op` parameter whether the binary predicate between the layers (i.e. the spatial relation between geometries) should be:\n", "\n", "- `intersects`\n", "- `contains`\n", "- `within`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting data with matplotlib\n", "\n", "Thus far, we haven't really made any effort to make our maps visually appealing. Let's next see how we can adjust the appearance of our map, and how we can visualize many layers on top of each other. Let's start by visualizing the buildings that we selected earlier and adjust a bit of the colors and figuresize. We can adjust the color of polygons with `facecolor` parameter and the figure size with `figsize` parameter that accepts a tuple of width and height as an argument:" ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = join2.plot(facecolor=\"red\", figsize=(12,12))" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['addr:city_left', 'addr:country_left', 'addr:full',\n", " 'addr:housenumber_left', 'addr:housename_left', 'addr:postcode_left',\n", " 'addr:place_left', 'addr:street_left', 'email_left', 'name_left',\n", " 'opening_hours_left', 'operator_left', 'phone_left', 'ref_left',\n", " 'url_left', 'website_left', 'building_left', 'amenity_left',\n", " 'building:flats', 'building:levels_left', 'building:material',\n", " 'building:min_level', 'building:use', 'craft', 'height',\n", " 'internet_access_left', 'landuse', 'levels', 'office_left', 'shop',\n", " 'source_left', 'start_date_left', 'wikipedia_left', 'id_left',\n", " 'timestamp_left', 'version_left', 'geometry', 'tags_left',\n", " 'osm_type_left', 'changeset_left', 'index_right', 'changeset_right',\n", " 'tags_right', 'lon', 'id_right', 'timestamp_right', 'version_right',\n", " 'lat', 'addr:city_right', 'addr:country_right',\n", " 'addr:housenumber_right', 'addr:housename_right', 'addr:postcode_right',\n", " 'addr:place_right', 'addr:street_right', 'email_right', 'name_right',\n", " 'opening_hours_right', 'operator_right', 'phone_right', 'ref_right',\n", " 'url_right', 'website_right', 'amenity_right', 'bar', 'cafe',\n", " 'internet_access_right', 'office_right', 'pub', 'restaurant',\n", " 'source_right', 'start_date_right', 'wikipedia_right', 'osm_type_right',\n", " 'building_right', 'building:levels_right'],\n", " dtype='object')" ] }, "execution_count": 78, "metadata": {}, "output_type": "execute_result" } ], "source": [ "join2.columns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now with the bigger figure size, it is already a bit easier to see the selected buildings that have a restaurant inside them (according OSM). Let's color our buildings based on the building type. Hence, each building type category will receive a different color: " ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = join2.plot(column=\"building_left\", cmap=\"RdYlBu\", figsize=(12,12), legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we used the parameter `column` to specify the attribute that is used to specify the color for each building (can be categorical or continuous). We used `cmap` to specify the colormap for the categories and we added the legend by specifying `legend=True`. It is still a bit tricky to see what happens in our map. Luckily it is easy to **zoom in** to our map by using a specific commands (`set_xlim()` and `set_ylim()` that control the *axis* of our visualization:" ] }, { "cell_type": "code", "execution_count": 84, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(60.15, 60.18)" ] }, "execution_count": 84, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Zoom into city center by specifying X and Y coordinate extent\n", "# These values should be given in the units that our data is presented (here decimal degrees)\n", "xmin, xmax = 24.92, 24.98\n", "ymin, ymax = 60.15, 60.18\n", "\n", "# Plot the map again\n", "ax = join2.plot(column=\"building_left\", cmap=\"RdYlBu\", figsize=(12,12), legend=True)\n", "\n", "# Control and set the x and y limits for the axis\n", "ax.set_xlim([xmin, xmax])\n", "ax.set_ylim([ymin, ymax])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now it is much easier to see how the building types are distributed in the city. To get a bit more context to our visualizaton. Let's also add roads with our buildings. \n", "To do that we first need to extract the roads from OSM:" ] }, { "cell_type": "code", "execution_count": 85, "metadata": {}, "outputs": [], "source": [ "# Get roads (retrieves walkable roads by default)\n", "roads = osm.get_network()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can continue and add the roads as a layer to our visualization with gray line color:" ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(60.15, 60.18)" ] }, "execution_count": 87, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Zoom into city center by specifying X and Y coordinate extent\n", "# These values should be given in the units that our data is presented (here decimal degrees)\n", "xmin, xmax = 24.92, 24.98\n", "ymin, ymax = 60.15, 60.18\n", "\n", "# Plot the map again\n", "ax = join2.plot(column=\"building_left\", cmap=\"RdYlBu\", figsize=(12,12), legend=True)\n", "\n", "# Plot the roads into the same axis\n", "ax = roads.plot(ax=ax, edgecolor=\"gray\", linewidth=0.75)\n", "\n", "# Control and set the x and y limits for the axis\n", "ax.set_xlim([xmin, xmax])\n", "ax.set_ylim([ymin, ymax])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Perfect! Now it is much easier to understand our map because the roads brought much more context (assuming you know Helsinki). We ware able to add the roads to the same map by specifying the `ax` parameter to point to the axis that we received when first plotting the `join2` (i.e. selected buildings). In a similar manner, you can add as many layers in your map as you wish. Let's still do a small visual trick and specify that the background color in our map is black instead of white. This can be done easily by changing the `style` of matplotlib visualization renderer:" ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(60.15, 60.18)" ] }, "execution_count": 90, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Import matplotlib pyplot and use a dark_background theme\n", "import matplotlib.pyplot as plt\n", "plt.style.use(\"dark_background\")\n", "\n", "# Zoom into city center by specifying X and Y coordinate extent\n", "# These values should be given in the units that our data is presented (here decimal degrees)\n", "xmin, xmax = 24.92, 24.98\n", "ymin, ymax = 60.15, 60.18\n", "\n", "# Plot the map again\n", "ax = join2.plot(column=\"building_left\", cmap=\"RdYlBu\", figsize=(12,12), legend=True)\n", "\n", "# Plot the roads into the same axis\n", "ax = roads.plot(ax=ax, edgecolor=\"gray\", linewidth=0.75)\n", "\n", "# Control and set the x and y limits for the axis\n", "ax.set_xlim([xmin, xmax])\n", "ax.set_ylim([ymin, ymax])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Awesome! Now we have a nice dark theme with our map. With this information you should be able to get going with Exercise 1. \n", "\n", "## Further information\n", "\n", "For further information, we recommend checking the materials from [Automating GIS Processes](https://autogis.github.io/) -course (GIS things) and [Geo-Python](https://geo-python.github.io/) -course (intro to Python and data analysis with pandas). In addition, we always recommend to check the latest documentation from the websites of the libraries:\n", "\n", " - [geopandas](https://geopandas.org/) \n", " - [pyrosm](https://pyrosm.readthedocs.io/en/latest/)\n", " - [matplotlib](https://matplotlib.org/)\n", " - [pandas](https://pandas.pydata.org/)" ] } ], "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" }, "pycharm": { "stem_cell": { "cell_type": "raw", "source": [], "metadata": { "collapsed": false } } } }, "nbformat": 4, "nbformat_minor": 4 }