{ "cells": [ { "cell_type": "markdown", "id": "52b7e927", "metadata": {}, "source": [ "# How-to: Creating a simple map\n", "\n", "Sometimes it is helpful to be able to look at data geographically. In this how-to, we will see how we can use the package [geopandas](https://geopandas.org/en/stable/) to import data in [geojson](https://geojson.org) format. Then we show how we can relatively easily visualise data on a map. We also show how to use the [geoplot](https://residentmario.github.io/geoplot/) to quickly create some common data-maps.\n", "\n", "We start by loading in our data. You may need to install geopandas first by, for example, using the following command in your terminal: \n", "\n", " conda install -c conda-forge geopandas \n", "\n", "See the Geopandas [getting started](https://geopandas.org/en/stable/getting_started.html) for more details on installation. " ] }, { "cell_type": "code", "execution_count": 48, "id": "eed82646", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import matplotlib as mpt\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import statsmodels.formula.api as smf\n", "import statsmodels.api as sm\n", "\n", "\n", "import geopandas as gpd\n", "import geoplot as gplt" ] }, { "cell_type": "markdown", "id": "ce296fa2", "metadata": {}, "source": [ "geopandas has a built-in data-import function, *read_file()*, that will automatically recognize several types of geographic data. \n", "\n", "Below we will load in a file describing the boundaries of all Norwegian municipalities (kommuner). This is a big file, so it can take a minute to load.\n", "\n", "(I assembled this dataset from the [open API from geonorge](frhttps://ws.geonorge.no/kommuneinfo/v1/#/default/get_kommuner__kommunenummer__omrade))" ] }, { "cell_type": "code", "execution_count": 49, "id": "2dc64695", "metadata": {}, "outputs": [], "source": [ "kommunerShapeDF = gpd.read_file(\"https://jmaurit.github.io/anv_statistikk/data/kommunerShapeDF.geojson\")\n" ] }, { "cell_type": "markdown", "id": "2029e45b", "metadata": {}, "source": [ "We can look at the geopandas dataframe and notice that it looks much like a normal Pandas dataframe, and that is in large part because it is. The differentiating factor is the *geometry* column, which contains the information to define the borders of each municipality (kommune). " ] }, { "cell_type": "code", "execution_count": 50, "id": "5224f393", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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..................
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" ], "text/plain": [ " kommunenavn area kommunenummer knummer \\\n", "0 TRYSIL NO1 3421.0 3421 \n", "1 OSLO NO1 301.0 0301 \n", "2 BÆRUM NO1 3024.0 3024 \n", "3 NORDRE FOLLO NO1 3020.0 3020 \n", "4 NITTEDAL NO1 3031.0 3031 \n", ".. ... ... ... ... \n", "351 HASVIK NO4 5433.0 5433 \n", "352 HATTFJELLDAL NO4 1826.0 1826 \n", "353 VEVELSTAD NO4 1816.0 1816 \n", "354 GRANE NO4 1825.0 1825 \n", "355 VEGA NO4 1815.0 1815 \n", "\n", " geometry \n", "0 MULTIPOLYGON (((11.84062 61.39303, 11.84107 61... \n", "1 MULTIPOLYGON (((10.57524 59.98690, 10.57560 59... \n", "2 MULTIPOLYGON (((10.36939 59.93179, 10.36975 59... \n", "3 MULTIPOLYGON (((10.80297 59.73705, 10.80294 59... \n", "4 MULTIPOLYGON (((10.76484 60.09539, 10.76520 60... \n", ".. ... \n", "351 MULTIPOLYGON (((21.38443 70.60313, 21.71121 70... \n", "352 MULTIPOLYGON (((13.82300 65.45053, 13.82294 65... \n", "353 MULTIPOLYGON (((12.23998 65.69494, 12.22693 65... \n", "354 MULTIPOLYGON (((13.17622 65.48674, 13.06642 65... \n", "355 MULTIPOLYGON (((10.95389 65.97142, 10.79868 65... \n", "\n", "[356 rows x 5 columns]" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "kommunerShapeDF" ] }, { "cell_type": "markdown", "id": "8a8f4cb3", "metadata": {}, "source": [ "geopandas has a quick plot function to create a plot (this is built on matplotlib). " ] }, { "cell_type": "code", "execution_count": 51, "id": "994cbeb8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,10))\n", "kommunerShapeDF.plot(ax=ax)" ] }, { "cell_type": "markdown", "id": "46946eb9", "metadata": {}, "source": [ "We can add some text to the chart indicating the location of the larger cities in Norway. Here I include the standard latitude and longitude of 6 cities in Norway: " ] }, { "cell_type": "code", "execution_count": 52, "id": "2d141bdb", "metadata": {}, "outputs": [], "source": [ "cityLabs = [\"Oslo\", \"Bergen\", \"Trondheim\", \"Stavanger\", \"Tromsø\", \"Kristiansand\"]\n", "long = [10.7, 5.3, 10.4, 5.7, 19.0, 8.0]\n", "lat = [59.9, 60.4, 63.4, 59.0, 69.6, 58.16]\n" ] }, { "cell_type": "code", "execution_count": 53, "id": "b22a3180", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,10))\n", "kommunerShapeDF.plot(ax=ax)\n", "ax.set_axis_off()\n", "i=0\n", "ax.plot(long, lat, \"o\", color=\"black\", alpha=.5)\n", "for city in cityLabs: \n", " ax.text(long[i]+.1, lat[i], city)\n", " i+=1" ] }, { "cell_type": "markdown", "id": "3a2f94ef", "metadata": {}, "source": [ "Now let's add some data on population and income for each municipality (see SSB [how-to](https://nbviewer.org/url/jmaurit.github.io/anv_statistikk/SSB_data.ipynb))" ] }, { "cell_type": "code", "execution_count": 54, "id": "f5161717", "metadata": {}, "outputs": [], "source": [ "kommuneDF = pd.read_csv(\"http://jmaurit.github.io/anv_statistikk/data/kommunePopIncome.csv\")" ] }, { "cell_type": "code", "execution_count": 55, "id": "8419c29e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Unnamed: 0regionyearcontentspopulationkommunenummermed_income_atmed_income_bt
019K-3001 Halden2005Persons275823001NaNNaN
120K-3001 Halden2006Persons277223001NaNNaN
221K-3001 Halden2007Persons278353001NaNNaN
322K-3001 Halden2008Persons280923001NaNNaN
423K-3001 Halden2009Persons283893001NaNNaN
...........................
640313167K-5444 Sør-Varanger2018Persons101715444NaNNaN
640413168K-5444 Sør-Varanger2019Persons101565444NaNNaN
640513169K-5444 Sør-Varanger2020Persons101585444539000.0668000.0
640613170K-5444 Sør-Varanger2021Persons101035444NaNNaN
640713171K-5444 Sør-Varanger2022Persons99255444NaNNaN
\n", "

6408 rows × 8 columns

\n", "
" ], "text/plain": [ " Unnamed: 0 region year contents population \\\n", "0 19 K-3001 Halden 2005 Persons 27582 \n", "1 20 K-3001 Halden 2006 Persons 27722 \n", "2 21 K-3001 Halden 2007 Persons 27835 \n", "3 22 K-3001 Halden 2008 Persons 28092 \n", "4 23 K-3001 Halden 2009 Persons 28389 \n", "... ... ... ... ... ... \n", "6403 13167 K-5444 Sør-Varanger 2018 Persons 10171 \n", "6404 13168 K-5444 Sør-Varanger 2019 Persons 10156 \n", "6405 13169 K-5444 Sør-Varanger 2020 Persons 10158 \n", "6406 13170 K-5444 Sør-Varanger 2021 Persons 10103 \n", "6407 13171 K-5444 Sør-Varanger 2022 Persons 9925 \n", "\n", " kommunenummer med_income_at med_income_bt \n", "0 3001 NaN NaN \n", "1 3001 NaN NaN \n", "2 3001 NaN NaN \n", "3 3001 NaN NaN \n", "4 3001 NaN NaN \n", "... ... ... ... \n", "6403 5444 NaN NaN \n", "6404 5444 NaN NaN \n", "6405 5444 539000.0 668000.0 \n", "6406 5444 NaN NaN \n", "6407 5444 NaN NaN \n", "\n", "[6408 rows x 8 columns]" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "kommuneDF" ] }, { "cell_type": "markdown", "id": "fadaa78a", "metadata": {}, "source": [ "Let's look at data only for the year 2020" ] }, { "cell_type": "code", "execution_count": 56, "id": "7c4e6fc9", "metadata": {}, "outputs": [], "source": [ "kommune2020DF = kommuneDF.loc[kommuneDF.year==2020,:].copy()" ] }, { "cell_type": "markdown", "id": "4a89339d", "metadata": {}, "source": [ "We want to combine our data on the municipality number (kommunenummer)." ] }, { "cell_type": "markdown", "id": "b64e0651", "metadata": {}, "source": [ "Then we are ready to merge together our data frames" ] }, { "cell_type": "code", "execution_count": 57, "id": "29c22e1b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Unnamed: 0 int64\n", "region object\n", "year int64\n", "contents object\n", "population int64\n", "kommunenummer int64\n", "med_income_at float64\n", "med_income_bt float64\n", "dtype: object" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "kommune2020DF.dtypes" ] }, { "cell_type": "markdown", "id": "57ac3248", "metadata": {}, "source": [ "to merge, we will use *pd.merge()* and then convert back to a geopandas data frame" ] }, { "cell_type": "code", "execution_count": 58, "id": "fe86fe0e", "metadata": {}, "outputs": [], "source": [ "kommunerShapeDF = pd.merge(kommunerShapeDF, kommune2020DF, how=\"left\", on=\"kommunenummer\")" ] }, { "cell_type": "markdown", "id": "9c3df277", "metadata": {}, "source": [ "Now we'll create what is called a *choropleth map* where continuous values of a variable are translated into shades of a color. In this case we will look at median incomes per municipality:" ] }, { "cell_type": "code", "execution_count": 59, "id": "0b73100f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.style.use(\"default\")\n", "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", "kommunerShapeDF.plot(column=\"med_income_bt\", \n", " ax=ax, \n", " cmap=\"Greens\",\n", " legend=True, \n", " legend_kwds = {\"label\":\"Median Income\"}\n", " )\n", "ax.set_axis_off()\n", "i=0\n", "ax.plot(long, lat, \"o\", color=\"black\", alpha=.5)\n", "for city in cityLabs: \n", " ax.text(long[i]+.1, lat[i], city)\n", " i+=1\n" ] }, { "cell_type": "markdown", "id": "d21de29b", "metadata": {}, "source": [ "You can see more details about making maps with geopandas on the [Geopandas online documentation](https://geopandas.org/en/stable/docs/user_guide/mapping.html)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.9.12" } }, "nbformat": 4, "nbformat_minor": 5 }