{ "cells": [ { "cell_type": "markdown", "id": "0fadb296", "metadata": {}, "source": [ "Romain Goldenberg / Flowminder foundation \n", "" ] }, { "cell_type": "markdown", "id": "d0e81ce0-934c-459b-b624-2493f7f25318", "metadata": {}, "source": [ "# Practical 1: Assessing Health Facilities Coverage\n", "---\n", "---\n", "This exercise provides an example of how we can use geographical data within an application.\n", "\n", "**The problem:** We want to assess health facility coverage for maternal healthcare in Kaduna state. We are interested in finding out which areas are over-stretched with a high number of women of child-bearing age (WOCBA) per health-facility. By identifying a target number of people per health facility, we can begin to highlight locations that may need further invention." ] }, { "cell_type": "markdown", "id": "6e572acf", "metadata": { "ExecuteTime": { "end_time": "2021-10-08T13:57:00.065863Z", "start_time": "2021-10-08T13:57:00.060784Z" } }, "source": [ "## Getting started\n", "---\n", "### Exercise Overview\n", "---\n", "Using geospatial analysis in Python, this demo will show an assessment of health facility coverage for maternal health using the GRID3 population data for Kaduna State.\n", "\n", "In this exercise we are going to:\n", "\n", "- Load some spatial data\n", "- Subset the data to focus on points of interest\n", "- Aggregate dataset using some basic geospatial techniques\n", "- Try and identify connections between datasets to set targets" ] }, { "cell_type": "markdown", "id": "d9a33920", "metadata": {}, "source": [ "### Loading Packages\n", "---" ] }, { "cell_type": "code", "execution_count": 1, "id": "8ce69aaf", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:18.701898Z", "start_time": "2021-10-22T13:59:49.088847Z" } }, "outputs": [], "source": [ "# General purpose libraries.\n", "import pandas as pd\n", "import os\n", "import numpy as np\n", "\n", "# Geospatial libraries.\n", "import geopandas as gpd\n", "import rasterio\n", "from rasterio.plot import show\n", "import folium\n", "import shapely\n", "\n", "# Voronoi and Zonal statistics libraries\n", "from rasterstats import zonal_stats\n", "\n", "# Visualization libraries.\n", "from IPython.display import display\n", "from matplotlib import pyplot as plt\n", "import matplotlib.colors as mcolors" ] }, { "cell_type": "markdown", "id": "cc130f04-0f1b-41bf-b027-b1b081d58822", "metadata": {}, "source": [ "### Loading Datasets\n", "---" ] }, { "cell_type": "code", "execution_count": 2, "id": "2d6dbe8b", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:19.140531Z", "start_time": "2021-10-22T14:00:18.704888Z" } }, "outputs": [], "source": [ "# Path for the data folder\n", "data_path = os.path.join(os.getcwd(), \"Data/Practical_1\")\n", "\n", "# Path to population (we will open it later with rasterio)\n", "population = data_path + \"/NGA_population_v1_2_agesex_f15_49_simple.tif\"\n", "\n", "# Below, we directly open the different shapefiles datasets with geopandas:\n", "# 1- Health facilities\n", "health_care = gpd.read_file(\n", " data_path + \"/health-care-facilities-primary-secondary-and-tertiary.geojson\"\n", ")\n", "# 2- State boundaries\n", "state_boundary = gpd.read_file(data_path + \"/state-administrative-boundaries.geojson\")\n", "# 3- Wards boundaries\n", "wards = gpd.read_file(data_path + \"/operational-ward-boundaries.geojson\")" ] }, { "cell_type": "markdown", "id": "1bc99cb1", "metadata": {}, "source": [ "We will be using four datasets in this example. They can be obtained from the GRID3 portal available at https://data.grid3.org/. \n", "\n", ">1. Health facility locations\n", ">2. Gridded population *(We provide an already prepared dataset with women aged 15-49 for Kaduna State)*\n", ">3. State boundary\n", ">4. Ward boundaries\n", "\n", "In particular, the Nigeria Data portal is [available here](https://data.grid3.org/search?tags=NGA)\n", "\n", "\n" ] }, { "cell_type": "markdown", "id": "cb9bd17d", "metadata": {}, "source": [ "## Filtering Public health facilities\n", "---" ] }, { "cell_type": "markdown", "id": "f4c3109b-4468-4af2-a598-1ae9e26cb443", "metadata": {}, "source": [ "We will view our health facilty data below. This includes data such as their location, the type of health centre (*primary, secondary, tertiary*), and whether it is private or publicly owned. An example showing some attributes (i.e. columns) of the data is shown below:" ] }, { "cell_type": "code", "execution_count": 3, "id": "ded96bde", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:19.247701Z", "start_time": "2021-10-22T14:00:19.142459Z" } }, "outputs": [ { "data": { "text/html": [ "
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latitudelongitudecategorynameownershipward_namegeometry
010.6484187.041725Primary Health CenterLabi Health CenterState Primary Healthcare Development AgencyGayamPOINT (7.04172 10.64842)
110.7258306.745430Primary Health CenterMando Health CenterState Primary Healthcare Development AgencyGayamPOINT (6.74543 10.72583)
210.7250476.745297Primary Health CenterGayam Health CenterState Primary Healthcare Development AgencyGayamPOINT (6.74530 10.72505)
310.7690586.642158Primary Health ClinicGirezin Primary Health CarepPublicGayamPOINT (6.64216 10.76906)
410.7914556.636343Primary Health CenterKafanin Doka Health CenterNational Primary Healthcare Development AgencyGayamPOINT (6.63634 10.79145)
........................
224510.9270407.787299DispensaryTsakiya DispensaryPrivateWuciciriPOINT (7.78730 10.92704)
224611.0208537.761741Primary Health CenterWuciciri Primary Health CenterNational Primary Healthcare Development AgencyWuciciriPOINT (7.76174 11.02085)
224710.9791587.766452Primary Health CenterDan Arewa ClinicPrivateWuciciriPOINT (7.76645 10.97916)
224810.9704777.779581Primary Health ClinicAngwar Bisa Primary Health ClinicPublicWuciciriPOINT (7.77958 10.97048)
224911.0465837.761747Primary Health ClinicTudun Kusa Nursing Home And Maternity EdPublicWuciciriPOINT (7.76175 11.04658)
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2250 rows × 7 columns

\n", "
" ], "text/plain": [ " latitude longitude category \\\n", "0 10.648418 7.041725 Primary Health Center \n", "1 10.725830 6.745430 Primary Health Center \n", "2 10.725047 6.745297 Primary Health Center \n", "3 10.769058 6.642158 Primary Health Clinic \n", "4 10.791455 6.636343 Primary Health Center \n", "... ... ... ... \n", "2245 10.927040 7.787299 Dispensary \n", "2246 11.020853 7.761741 Primary Health Center \n", "2247 10.979158 7.766452 Primary Health Center \n", "2248 10.970477 7.779581 Primary Health Clinic \n", "2249 11.046583 7.761747 Primary Health Clinic \n", "\n", " name \\\n", "0 Labi Health Center \n", "1 Mando Health Center \n", "2 Gayam Health Center \n", "3 Girezin Primary Health Carep \n", "4 Kafanin Doka Health Center \n", "... ... \n", "2245 Tsakiya Dispensary \n", "2246 Wuciciri Primary Health Center \n", "2247 Dan Arewa Clinic \n", "2248 Angwar Bisa Primary Health Clinic \n", "2249 Tudun Kusa Nursing Home And Maternity Ed \n", "\n", " ownership ward_name \\\n", "0 State Primary Healthcare Development Agency Gayam \n", "1 State Primary Healthcare Development Agency Gayam \n", "2 State Primary Healthcare Development Agency Gayam \n", "3 Public Gayam \n", "4 National Primary Healthcare Development Agency Gayam \n", "... ... ... \n", "2245 Private Wuciciri \n", "2246 National Primary Healthcare Development Agency Wuciciri \n", "2247 Private Wuciciri \n", "2248 Public Wuciciri \n", "2249 Public Wuciciri \n", "\n", " geometry \n", "0 POINT (7.04172 10.64842) \n", "1 POINT (6.74543 10.72583) \n", "2 POINT (6.74530 10.72505) \n", "3 POINT (6.64216 10.76906) \n", "4 POINT (6.63634 10.79145) \n", "... ... \n", "2245 POINT (7.78730 10.92704) \n", "2246 POINT (7.76174 11.02085) \n", "2247 POINT (7.76645 10.97916) \n", "2248 POINT (7.77958 10.97048) \n", "2249 POINT (7.76175 11.04658) \n", "\n", "[2250 rows x 7 columns]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Manually creating the list of column indices\n", "indices = list(range(1, 3)) + [9, 11, 15, 19, 24]\n", "display(health_care.iloc[:, indices])" ] }, { "cell_type": "markdown", "id": "c2395b51", "metadata": { "ExecuteTime": { "end_time": "2021-10-15T08:09:04.740175Z", "start_time": "2021-10-15T08:09:04.727791Z" } }, "source": [ "For our example, we are only interested in public health centers. We will therefore filter the dataset below:" ] }, { "cell_type": "code", "execution_count": 4, "id": "665b208a", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:19.277462Z", "start_time": "2021-10-22T14:00:19.251984Z" } }, "outputs": [ { "data": { "text/html": [ "
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latitudelongitudecategorynameownershipward_namegeometry
010.7690586.642158Primary Health ClinicGirezin Primary Health CarepPublicGayamPOINT (6.64216 10.76906)
110.7072236.688533Primary Health CenterPole Wire's Health CenterPublicGayamPOINT (6.68853 10.70722)
210.7773576.180544Primary Health CenterKankangi Model Primary Health CenterPublicKakangiPOINT (6.18054 10.77736)
310.6499406.354280Primary Health CenterSabon Layi Primary Health CenterPublicKakangiPOINT (6.35428 10.64994)
410.6466906.351030Primary Health ClinicIkon Allah Nursing And MaternityPublicKakangiPOINT (6.35103 10.64669)
........................
80711.0518057.689320Health PostKofar Kuyam Bana Health PostPublicUnguwar JumaPOINT (7.68932 11.05180)
80811.0249407.775530Primary Health ClinicBogari Health ClinicPublicWuciciriPOINT (7.77553 11.02494)
80910.9324927.785242Health PostRubuchi Health PostPublicWuciciriPOINT (7.78524 10.93249)
81010.9704777.779581Primary Health ClinicAngwar Bisa Primary Health ClinicPublicWuciciriPOINT (7.77958 10.97048)
81111.0465837.761747Primary Health ClinicTudun Kusa Nursing Home And Maternity EdPublicWuciciriPOINT (7.76175 11.04658)
\n", "

812 rows × 7 columns

\n", "
" ], "text/plain": [ " latitude longitude category \\\n", "0 10.769058 6.642158 Primary Health Clinic \n", "1 10.707223 6.688533 Primary Health Center \n", "2 10.777357 6.180544 Primary Health Center \n", "3 10.649940 6.354280 Primary Health Center \n", "4 10.646690 6.351030 Primary Health Clinic \n", ".. ... ... ... \n", "807 11.051805 7.689320 Health Post \n", "808 11.024940 7.775530 Primary Health Clinic \n", "809 10.932492 7.785242 Health Post \n", "810 10.970477 7.779581 Primary Health Clinic \n", "811 11.046583 7.761747 Primary Health Clinic \n", "\n", " name ownership ward_name \\\n", "0 Girezin Primary Health Carep Public Gayam \n", "1 Pole Wire's Health Center Public Gayam \n", "2 Kankangi Model Primary Health Center Public Kakangi \n", "3 Sabon Layi Primary Health Center Public Kakangi \n", "4 Ikon Allah Nursing And Maternity Public Kakangi \n", ".. ... ... ... \n", "807 Kofar Kuyam Bana Health Post Public Unguwar Juma \n", "808 Bogari Health Clinic Public Wuciciri \n", "809 Rubuchi Health Post Public Wuciciri \n", "810 Angwar Bisa Primary Health Clinic Public Wuciciri \n", "811 Tudun Kusa Nursing Home And Maternity Ed Public Wuciciri \n", "\n", " geometry \n", "0 POINT (6.64216 10.76906) \n", "1 POINT (6.68853 10.70722) \n", "2 POINT (6.18054 10.77736) \n", "3 POINT (6.35428 10.64994) \n", "4 POINT (6.35103 10.64669) \n", ".. ... \n", "807 POINT (7.68932 11.05180) \n", "808 POINT (7.77553 11.02494) \n", "809 POINT (7.78524 10.93249) \n", "810 POINT (7.77958 10.97048) \n", "811 POINT (7.76175 11.04658) \n", "\n", "[812 rows x 7 columns]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# We select places where \"ownership\" = \"Public\", in other words public health centers.\n", "public_health_care = (\n", " health_care[health_care[\"ownership\"] == \"Public\"].copy().reset_index(drop=True)\n", ")\n", "# We display the results.\n", "display(public_health_care.iloc[:, indices])" ] }, { "cell_type": "markdown", "id": "aae8b636", "metadata": {}, "source": [ "## Visualizing our datasets\n", "---\n", "### Vector data\n", "---" ] }, { "cell_type": "markdown", "id": "02c72445-0e4d-42fa-85be-5751f29e8bc2", "metadata": {}, "source": [ "All of our data is geospatial, meaning it has a relationship to spatial location. Our `health care` dataset is point(s) data, `wards` and `state_boundary` polygon(s) data. They are examples of [shapefile data](https://gisgeography.com/spatial-data-types-vector-raster/). \n", "So let's visualize our data on an interactive map.\n", "\n", "Below is the first layer of our map, the `wards` of Kaduna state:" ] }, { "cell_type": "code", "execution_count": 5, "id": "e3f72ff4", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:27.927084Z", "start_time": "2021-10-22T14:00:19.281186Z" } }, "outputs": [], "source": [ "# explore() is a geopandas method to create interactive maps.\n", "# we assign it to the variable 'kaduna_map', to add more map layers after.\n", "kaduna_map = wards.explore(\n", " color=\"black\", # Use black color for borders.\n", " # Styling instructions. We fill the wards with lightgrey color (when hovering over them),\n", " # and change the opacity of different elements.\n", " style_kwds=dict(\n", " fillColor=\"lightgrey\", fill=True, opacity=1.0, fillOpacity=0, interactive=True\n", " ),\n", " tiles=\"OpenStreetMap\", # Use Open Street Map background tiles.\n", " tooltip=False, # Do not show tooltip when hovering on wards.\n", " popup=\"ward_name\", # Show the name of the ward on click.\n", " # Do not show the column label \"ward_name\" in the popup.\n", " popup_kwds=dict(labels=False),\n", " smooth_factor=0, # Prevent smoothing of the polygons edges.\n", " name=\"wards\", # Name of the layer in the map.\n", ")" ] }, { "cell_type": "markdown", "id": "a8d2727d", "metadata": {}, "source": [ "Then we continue with our second layer, the `public_health_care` dataset:" ] }, { "cell_type": "code", "execution_count": 6, "id": "152a8502", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:28.031853Z", "start_time": "2021-10-22T14:00:27.930152Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "public_health_care.explore(\n", " m=kaduna_map, # Pass the previous map object 'kaduna_map'.\n", " column=\"category\", # Make choropleth based on \"category\" column.\n", " tooltip=\"name\", # Show \"name\" value in tooltip (on hover)\n", " # Do not show column label in the tooltip.\n", " tooltip_kwds=dict(labels=False),\n", " # Show the selected values in popup (on click).\n", " popup=[\"category\", \"name\", \"ownership\"],\n", " cmap=\"gnuplot2\", # Use \"gnuplot2\" matplotlib color scheme.\n", " marker_kwds=dict(radius=5), # Size of the points.\n", " # Styling instructions. We draw small black circles around our points,\n", " # and change the opacity of different elements.\n", " style_kwds=dict(color=\"black\", weight=1, fill=True, opacity=0.5, fillOpacity=0.8),\n", " name=\"health_care\", # Name of the layer in the map.\n", ")\n", "\n", "# Use the folium library (which Geopandas is based on for interactive mapping) to add layer control\n", "folium.LayerControl().add_to(kaduna_map)" ] }, { "cell_type": "markdown", "id": "770f2098", "metadata": {}, "source": [ "We can now display our map:" ] }, { "cell_type": "code", "execution_count": 7, "id": "acf725e8", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:28.565460Z", "start_time": "2021-10-22T14:00:28.034229Z" } }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "kaduna_map" ] }, { "cell_type": "markdown", "id": "8a044e6c-355d-4950-90a1-2034d6cf5ff1", "metadata": {}, "source": [ "### Raster data\n", "---" ] }, { "cell_type": "markdown", "id": "bdd2b0c2", "metadata": {}, "source": [ "Our dataset is instead an example of data. Now, let's visualize our `population` [raster data](https://gisgeography.com/spatial-data-types-vector-raster/). We will use a different strategy for the sake of this exercise and produce here a simple static map. \n", "We will use here the `rasterio` library to manage and open our raster data:" ] }, { "cell_type": "code", "execution_count": 8, "id": "725e900a", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:28.772254Z", "start_time": "2021-10-22T14:00:28.569504Z" } }, "outputs": [], "source": [ "# Use rasterio to import the raster data\n", "with rasterio.open(population) as pop:\n", " data_pop = pop.dataset_mask() # Returns the valid data mask.\n", " img_pop = pop.read() # Returns the full image.\n", " nodata_pop = pop.nodata # Returns the value of \"no data\" cells" ] }, { "cell_type": "markdown", "id": "396a85f5", "metadata": {}, "source": [ "Then, we can map our `population` dataset using `imshow()` from the `matplotlib` library." ] }, { "cell_type": "code", "execution_count": 9, "id": "323bd1d3", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:30.560786Z", "start_time": "2021-10-22T14:00:28.784068Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# We first define a normalization for our colormap (range of colors)\n", "norm = mcolors.TwoSlopeNorm(vmin=0, vmax=300.0, vcenter=30)\n", "\n", "# Then, we create a new figure\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "\n", "# We first plot the population data. We use 'afmhot_r' as color scheme, normalize the color scheme,\n", "# and provide the geographic extent of the data in 'extent'.\n", "plot_pop = ax.imshow(\n", " data_pop, cmap=\"afmhot_r\", norm=norm, extent=rasterio.plot.plotting_extent(pop)\n", ")\n", "# Then, we plot our wards on top of the population data\n", "wards.plot(edgecolor=\"black\", facecolor=\"none\", linewidth=0.3, alpha=1, ax=ax)\n", "# Finally, we add a colorbar to the map\n", "fig.colorbar(plot_pop, fraction=0.043, pad=0.04, label=\"Population count\", ax=ax)\n", "plt.title(\"Women aged 15-49 in Kaduna state\") # Title for our plot\n", "plt.show() # Show the figure\n", "plt.close()" ] }, { "cell_type": "markdown", "id": "8041e7ce", "metadata": {}, "source": [ "## Computing Voronoi Polygons\n", "---" ] }, { "cell_type": "markdown", "id": "6804ff03-80c4-41f1-af85-5e469172ea4a", "metadata": {}, "source": [ "We are interested in finding out the health facility coverage across space.\n", "\n", "- Idea: optimize the partitioning of the area into polygons such that each polygon contains one health facility.\n", "- Method: [Voronoi](https://en.wikipedia.org/wiki/Voronoi_diagram) Polygon\n", "\n", "
\n", "\n", "
\n", " \n", "
\n", " Emergence of a Voronoi tessellation from points (from \n", " Wikipedia)\n", "
\n", "
" ] }, { "cell_type": "markdown", "id": "34c99a3b-3e1d-4e91-a2ff-b43aaf37ed82", "metadata": {}, "source": [ "### Check on the CRS (Coordinate Reference System)\n", "---\n", "\n", "Before running this algorithm, we need to make sure our datasets have the same CRS. " ] }, { "cell_type": "code", "execution_count": 10, "id": "de4183bd", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:30.574696Z", "start_time": "2021-10-22T14:00:30.568029Z" } }, "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 ensemble\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Using .crs (from geopandas), we easily obtain information on the dataset CRS.\n", "public_health_care.crs" ] }, { "cell_type": "markdown", "id": "14875fe2", "metadata": {}, "source": [ "Currently, our data is in WGS 84 ([epsg:4326](https://epsg.io/4326)), a latitude/longitude coordinate system based on the Earth's center of mass (very common, used by the Global Positioning System among others). For our purpose, it is better to use a local projected coordinate system, rather than a global geographic system (as we currently have) to avoid distortions in results due to the projection. \n", "We will now switch our data to the local CRS [epsg:26392](https://epsg.io/26392), a projected coordinate system (position measurements in meters) corresponding to Minna / Nigeria Mid Belt." ] }, { "cell_type": "code", "execution_count": 11, "id": "3f7f8ca1", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:30.747612Z", "start_time": "2021-10-22T14:00:30.577331Z" } }, "outputs": [], "source": [ "# With .to_crs (from geopandas), we can easily reproject our data.\n", "public_health_care = public_health_care.to_crs(\"epsg:26392\")\n", "state_boundary = state_boundary.to_crs(\"epsg:26392\")\n", "wards = wards.to_crs(\"epsg:26392\")" ] }, { "cell_type": "markdown", "id": "a43d71c6", "metadata": {}, "source": [ "Let's have a look at the new CRS:" ] }, { "cell_type": "code", "execution_count": 12, "id": "4dbeab40", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:30.756303Z", "start_time": "2021-10-22T14:00:30.749813Z" } }, "outputs": [ { "data": { "text/plain": [ "\n", "Name: Minna / Nigeria Mid Belt\n", "Axis Info [cartesian]:\n", "- E[east]: Easting (metre)\n", "- N[north]: Northing (metre)\n", "Area of Use:\n", "- name: Nigeria between 6°30'E and 10°30'E, onshore and offshore shelf.\n", "- bounds: (6.5, 3.57, 10.51, 13.53)\n", "Coordinate Operation:\n", "- name: Nigeria Mid Belt\n", "- method: Transverse Mercator\n", "Datum: Minna\n", "- Ellipsoid: Clarke 1880 (RGS)\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "public_health_care.crs" ] }, { "cell_type": "markdown", "id": "13084fb1", "metadata": {}, "source": [ "And a quick look at the data.\\\n", "You should now see a difference in the coordinates of our `geometry` column, compared to the first time we opened the data:" ] }, { "cell_type": "code", "execution_count": 13, "id": "a8ec201b", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:30.785953Z", "start_time": "2021-10-22T14:00:30.758484Z" } }, "outputs": [ { "data": { "text/html": [ "
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latitudelongitudecategorynameownershipward_namegeometry
010.7690586.642158Primary Health ClinicGirezin Primary Health CarepPublicGayamPOINT (467453.734 748966.431)
110.7072236.688533Primary Health CenterPole Wire's Health CenterPublicGayamPOINT (472486.719 742094.807)
210.7773576.180544Primary Health CenterKankangi Model Primary Health CenterPublicKakangiPOINT (416954.069 750229.065)
310.6499406.354280Primary Health CenterSabon Layi Primary Health CenterPublicKakangiPOINT (435865.980 735990.760)
410.6466906.351030Primary Health ClinicIkon Allah Nursing And MaternityPublicKakangiPOINT (435507.743 735633.587)
........................
80711.0518057.689320Health PostKofar Kuyam Bana Health PostPublicUnguwar JumaPOINT (582069.723 779738.960)
80811.0249407.775530Primary Health ClinicBogari Health ClinicPublicWuciciriPOINT (591481.024 776743.611)
80910.9324927.785242Health PostRubuchi Health PostPublicWuciciriPOINT (592517.860 766516.749)
81010.9704777.779581Primary Health ClinicAngwar Bisa Primary Health ClinicPublicWuciciriPOINT (591909.185 770719.178)
81111.0465837.761747Primary Health ClinicTudun Kusa Nursing Home And Maternity EdPublicWuciciriPOINT (589981.002 779140.922)
\n", "

812 rows × 7 columns

\n", "
" ], "text/plain": [ " latitude longitude category \\\n", "0 10.769058 6.642158 Primary Health Clinic \n", "1 10.707223 6.688533 Primary Health Center \n", "2 10.777357 6.180544 Primary Health Center \n", "3 10.649940 6.354280 Primary Health Center \n", "4 10.646690 6.351030 Primary Health Clinic \n", ".. ... ... ... \n", "807 11.051805 7.689320 Health Post \n", "808 11.024940 7.775530 Primary Health Clinic \n", "809 10.932492 7.785242 Health Post \n", "810 10.970477 7.779581 Primary Health Clinic \n", "811 11.046583 7.761747 Primary Health Clinic \n", "\n", " name ownership ward_name \\\n", "0 Girezin Primary Health Carep Public Gayam \n", "1 Pole Wire's Health Center Public Gayam \n", "2 Kankangi Model Primary Health Center Public Kakangi \n", "3 Sabon Layi Primary Health Center Public Kakangi \n", "4 Ikon Allah Nursing And Maternity Public Kakangi \n", ".. ... ... ... \n", "807 Kofar Kuyam Bana Health Post Public Unguwar Juma \n", "808 Bogari Health Clinic Public Wuciciri \n", "809 Rubuchi Health Post Public Wuciciri \n", "810 Angwar Bisa Primary Health Clinic Public Wuciciri \n", "811 Tudun Kusa Nursing Home And Maternity Ed Public Wuciciri \n", "\n", " geometry \n", "0 POINT (467453.734 748966.431) \n", "1 POINT (472486.719 742094.807) \n", "2 POINT (416954.069 750229.065) \n", "3 POINT (435865.980 735990.760) \n", "4 POINT (435507.743 735633.587) \n", ".. ... \n", "807 POINT (582069.723 779738.960) \n", "808 POINT (591481.024 776743.611) \n", "809 POINT (592517.860 766516.749) \n", "810 POINT (591909.185 770719.178) \n", "811 POINT (589981.002 779140.922) \n", "\n", "[812 rows x 7 columns]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# We display the results.\n", "display(public_health_care.iloc[:, indices])" ] }, { "cell_type": "markdown", "id": "1e7157cc", "metadata": {}, "source": [ "### Running the Voronoi algorithm\n", "---\n", "We can now create our Voronoi polygons.\\\n", "First, we select the geometry of our datasets:" ] }, { "cell_type": "code", "execution_count": 14, "id": "0ddf5372", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:30.796137Z", "start_time": "2021-10-22T14:00:30.788585Z" } }, "outputs": [], "source": [ "# We select the 'geometry' columns from both our datasets\n", "# This is our health care centers (points)\n", "points_health_care = public_health_care.geometry.copy()\n", "# Create a MultiPoint object from the GeoSeries\n", "points_health_care = shapely.geometry.MultiPoint(points_health_care.tolist())\n", "\n", "# And this is the boundaries of Kaduna state\n", "polygon_state = state_boundary.geometry.iloc[0]" ] }, { "cell_type": "code", "execution_count": 15, "id": "2a565df9-afb6-490c-954d-67032ccef39b", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "polygon_state" ] }, { "cell_type": "code", "execution_count": 16, "id": "c5fba726-a6cd-4d3e-b5ff-3d3b10a3e32a", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "points_health_care" ] }, { "cell_type": "markdown", "id": "73613846-fb6c-487d-b75e-eb2584957e85", "metadata": { "ExecuteTime": { "end_time": "2021-10-15T10:36:51.556397Z", "start_time": "2021-10-15T10:36:51.545789Z" } }, "source": [ "Then we can run the Voronoi creation:" ] }, { "cell_type": "code", "execution_count": 17, "id": "73a82295-91a2-4e92-b470-e2a53af51ba8", "metadata": {}, "outputs": [], "source": [ "voronoi = shapely.voronoi_polygons(points_health_care, extend_to=polygon_state)" ] }, { "cell_type": "code", "execution_count": 18, "id": "040f206b-1289-4ca3-a2c7-3cf5e57ce72b", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "voronoi" ] }, { "cell_type": "markdown", "id": "f7557dcb", "metadata": {}, "source": [ "We can now extract our voronoi results and store them in a new geopandas dataset:" ] }, { "cell_type": "code", "execution_count": 19, "id": "6effa1be", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:31.925905Z", "start_time": "2021-10-22T14:00:31.913259Z" } }, "outputs": [], "source": [ "# Extract geometries from the GeometryCollection\n", "geometries_list = [geom for geom in voronoi.geoms]\n", "# Convert list of geometries to GeoDataFrame, and make sure to indicate the CRS of the data\n", "# (epsg:26392, the same CRS we used to run the voronoi algorithm)\n", "voronoi_polygons = gpd.GeoDataFrame({\"geometry\": geometries_list}, crs=\"epsg:26392\")\n", "\n", "# Intersect (i.e. cut) Voronoi polygons with Kaduna state\n", "voronoi_polygons = voronoi_polygons.geometry.intersection(polygon_state)\n", "# Create a new GeoDataFrame with clipped geometries and set the CRS\n", "voronoi_polygons = gpd.GeoDataFrame({\"geometry\": voronoi_polygons}, crs=\"epsg:26392\")" ] }, { "cell_type": "markdown", "id": "2b41c9c4", "metadata": {}, "source": [ "Finally we reproject our datasets back to the original WGS 84 CRS (epsg:4326):" ] }, { "cell_type": "code", "execution_count": 20, "id": "66fa60cf", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:32.018960Z", "start_time": "2021-10-22T14:00:31.928900Z" } }, "outputs": [], "source": [ "voronoi_polygons = voronoi_polygons.to_crs(\"epsg:4326\")\n", "public_health_care = public_health_care.to_crs(\"epsg:4326\")\n", "state_boundary = state_boundary.to_crs(\"epsg:4326\")" ] }, { "cell_type": "markdown", "id": "aa53b96f", "metadata": {}, "source": [ "Let's now have a look at our results!" ] }, { "cell_type": "code", "execution_count": 21, "id": "0ad4c777", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:32.379041Z", "start_time": "2021-10-22T14:00:32.021695Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "voronoi_map = voronoi_polygons.explore(\n", " color=\"black\", # Use black color for borders.\n", " # Styling instructions. We fill the wards with lightgrey color (when hovering over them),\n", " # and change the opacity of different elements.\n", " style_kwds=dict(\n", " fillColor=\"lightgrey\", fill=True, opacity=1.0, fillOpacity=0, interactive=True\n", " ),\n", " tiles=\"openstreetmap\", # Use \"Open Street Map\" background tiles.\n", " tooltip=False, # Do not show tooltip when hovering on wards.\n", " smooth_factor=0, # Prevent smoothing of the polygons edges.\n", " name=\"voronoi\", # Name of the layer in the map.\n", ")\n", "\n", "public_health_care.explore(\n", " m=voronoi_map, # Pass the previous map object 'voronoi_map'.\n", " column=\"category\", # Make choropleth based on \"category\" column.\n", " tooltip=\"name\", # Show \"name\" value in tooltip (on hover).\n", " # Do not show column label in the tooltip.\n", " tooltip_kwds=dict(labels=False),\n", " popup=True, # Show the selected values in popup (on click).\n", " cmap=\"gnuplot2\", # Use \"gnuplot2\" matplotlib color scheme.\n", " marker_kwds=dict(radius=5), # Size of the points.\n", " # Styling instructions. We draw small black circles around our points,\n", " # and change the opacity of different elements.\n", " style_kwds=dict(color=\"black\", weight=1, fill=True, opacity=0.5, fillOpacity=0.8),\n", " name=\"health_care\", # Name of the layer in the map.\n", ")\n", "\n", "folium.LayerControl().add_to(voronoi_map) # use folium to add layer control" ] }, { "cell_type": "markdown", "id": "0bd9b646", "metadata": {}, "source": [ "We can now display our map:" ] }, { "cell_type": "code", "execution_count": 22, "id": "490d7ea1", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:32.792766Z", "start_time": "2021-10-22T14:00:32.382760Z" } }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "voronoi_map" ] }, { "cell_type": "markdown", "id": "ca118cee", "metadata": {}, "source": [ "## Identifying Population Coverage Target with Zonal Statistics\n", "---" ] }, { "cell_type": "markdown", "id": "9a1cff48-64c6-41f7-a86b-376ddd117972", "metadata": {}, "source": [ "We are interested in finding out the population bound to specific health facilities.\n", "\n", "- Idea: find outliers in population per health facility, with a set population target.\n", "- Method: using zonal statistics, we can obtain summmary statistics of raster values at polygon level.\n", "\n", "We can, using zonal statistics, count the number of people living in each of our voronoi polygons:" ] }, { "cell_type": "code", "execution_count": 23, "id": "065962b9", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:36.423041Z", "start_time": "2021-10-22T14:00:32.796520Z" } }, "outputs": [], "source": [ "# We use the function zonal_stats from the library 'rasterstats',\n", "# to calculate a mean and sum of population per polygon.\n", "# We store the results of the function in 'stats'.\n", "stats = zonal_stats(\n", " vectors=voronoi_polygons[\"geometry\"], raster=population, stats=[\"mean\", \"sum\"]\n", ")" ] }, { "cell_type": "markdown", "id": "f3521f61-a027-454a-980c-b12538bf788b", "metadata": {}, "source": [ "### Data join\n", "---" ] }, { "cell_type": "markdown", "id": "d0b49582", "metadata": {}, "source": [ "Then, we can join these results back to our `voronoi_polygons` dataset:" ] }, { "cell_type": "code", "execution_count": 24, "id": "df1678f8", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:36.434603Z", "start_time": "2021-10-22T14:00:36.425688Z" } }, "outputs": [], "source": [ "# We make a dataframe out of our 'stats' results, and join it back to the voronoi polygons.\n", "voronoi_polygons = voronoi_polygons.join(\n", " pd.DataFrame(stats), how=\"left\"\n", ") # Note the .join (simple join) method." ] }, { "cell_type": "markdown", "id": "60cfbf63", "metadata": {}, "source": [ "We can rename the new columns, and have a look back at `voronoi_polygons`:" ] }, { "cell_type": "code", "execution_count": 25, "id": "3f3f2858", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:36.467420Z", "start_time": "2021-10-22T14:00:36.438441Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometryPopulation_meanPopulation_sum
0POLYGON ((6.35607 10.90042, 6.33851 10.80842, ...8.3221226433.0
1POLYGON ((6.20999 10.64080, 6.24852 10.55920, ...4.8773415209.0
2POLYGON ((7.06982 10.15453, 7.27864 10.16575, ...3.7271733388.0
3POLYGON ((6.96235 10.04701, 6.95227 10.04755, ...3.3798742687.0
4POLYGON ((6.20999 10.64080, 6.27522 10.72405, ...7.0811264277.0
............
807POLYGON ((8.67009 10.30241, 8.67188 10.32655, ...4.8402902667.0
808POLYGON ((8.65935 10.40248, 8.67945 10.43338, ...12.54870111595.0
809POLYGON ((8.71894 10.44895, 8.72037 10.45051, ...5.669492669.0
810POLYGON ((8.71926 10.38929, 8.71951 10.39065, ...7.242188927.0
811POLYGON ((8.74707 10.32979, 8.72229 10.38606, ...4.7514022542.0
\n", "

812 rows × 3 columns

\n", "
" ], "text/plain": [ " geometry Population_mean \\\n", "0 POLYGON ((6.35607 10.90042, 6.33851 10.80842, ... 8.322122 \n", "1 POLYGON ((6.20999 10.64080, 6.24852 10.55920, ... 4.877341 \n", "2 POLYGON ((7.06982 10.15453, 7.27864 10.16575, ... 3.727173 \n", "3 POLYGON ((6.96235 10.04701, 6.95227 10.04755, ... 3.379874 \n", "4 POLYGON ((6.20999 10.64080, 6.27522 10.72405, ... 7.081126 \n", ".. ... ... \n", "807 POLYGON ((8.67009 10.30241, 8.67188 10.32655, ... 4.840290 \n", "808 POLYGON ((8.65935 10.40248, 8.67945 10.43338, ... 12.548701 \n", "809 POLYGON ((8.71894 10.44895, 8.72037 10.45051, ... 5.669492 \n", "810 POLYGON ((8.71926 10.38929, 8.71951 10.39065, ... 7.242188 \n", "811 POLYGON ((8.74707 10.32979, 8.72229 10.38606, ... 4.751402 \n", "\n", " Population_sum \n", "0 6433.0 \n", "1 5209.0 \n", "2 3388.0 \n", "3 2687.0 \n", "4 4277.0 \n", ".. ... \n", "807 2667.0 \n", "808 11595.0 \n", "809 669.0 \n", "810 927.0 \n", "811 2542.0 \n", "\n", "[812 rows x 3 columns]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Rename the columns to 'Population_mean' and 'Population_sum'\n", "voronoi_polygons = voronoi_polygons.rename(\n", " columns={\"mean\": \"Population_mean\", \"sum\": \"Population_sum\"}\n", ")\n", "voronoi_polygons" ] }, { "cell_type": "markdown", "id": "49477577-1314-489e-bfb6-1e4d6049cce2", "metadata": {}, "source": [ "### Spatial join\n", "---" ] }, { "cell_type": "markdown", "id": "cd6ac9f0", "metadata": {}, "source": [ "We will now finally join the population data back to our `public_health_care`. \n", "To make sure we join the population data from our voronoi polygons to the correct health center data points, we will peform here instead a ***spatial join***.\\\n", "The spatial join (denoted `.sjoin` below) is different from the simple join (denoted `.join` above) we just used. The previous join simply add the population information we calculated, by matching the data in order to each rows of the table of `voronoi_polygons`. The spatial join instead check the spatial location of each health care center point, and if this point is inside a particular voronoi polygon, it will add the information from the polygon to the point.\\\n", "This is done for each health care center point:" ] }, { "cell_type": "code", "execution_count": 26, "id": "f19372b1", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:36.502232Z", "start_time": "2021-10-22T14:00:36.470684Z" } }, "outputs": [], "source": [ "# We use a spatial join to join population results back to health care centers.\n", "public_health_care = public_health_care.sjoin(\n", " voronoi_polygons, how=\"left\"\n", ") # Note the .sjoin (spatial join) method." ] }, { "cell_type": "markdown", "id": "8a92dc5b", "metadata": {}, "source": [ "We can make sure the data has been correctly added:" ] }, { "cell_type": "code", "execution_count": 27, "id": "b8b8a09e", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:36.566002Z", "start_time": "2021-10-22T14:00:36.505212Z" } }, "outputs": [ { "data": { "text/html": [ "
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latitudelongitudecategorynameownershipward_namegeometryPopulation_meanPopulation_sum
010.7690586.642158Primary Health ClinicGirezin Primary Health CarepPublicGayamPOINT (6.64216 10.76906)6.6171434632.0
110.7072236.688533Primary Health CenterPole Wire's Health CenterPublicGayamPOINT (6.68853 10.70722)5.3664602592.0
210.7773576.180544Primary Health CenterKankangi Model Primary Health CenterPublicKakangiPOINT (6.18054 10.77736)8.3221226433.0
310.6499406.354280Primary Health CenterSabon Layi Primary Health CenterPublicKakangiPOINT (6.35428 10.64994)8.4940712149.0
410.6466906.351030Primary Health ClinicIkon Allah Nursing And MaternityPublicKakangiPOINT (6.35103 10.64669)7.0811264277.0
..............................
80711.0518057.689320Health PostKofar Kuyam Bana Health PostPublicUnguwar JumaPOINT (7.68932 11.05180)28.7583894285.0
80811.0249407.775530Primary Health ClinicBogari Health ClinicPublicWuciciriPOINT (7.77553 11.02494)5.9096571897.0
80910.9324927.785242Health PostRubuchi Health PostPublicWuciciriPOINT (7.78524 10.93249)10.7267441845.0
81010.9704777.779581Primary Health ClinicAngwar Bisa Primary Health ClinicPublicWuciciriPOINT (7.77958 10.97048)11.5909091530.0
81111.0465837.761747Primary Health ClinicTudun Kusa Nursing Home And Maternity EdPublicWuciciriPOINT (7.76175 11.04658)5.2767861182.0
\n", "

812 rows × 9 columns

\n", "
" ], "text/plain": [ " latitude longitude category \\\n", "0 10.769058 6.642158 Primary Health Clinic \n", "1 10.707223 6.688533 Primary Health Center \n", "2 10.777357 6.180544 Primary Health Center \n", "3 10.649940 6.354280 Primary Health Center \n", "4 10.646690 6.351030 Primary Health Clinic \n", ".. ... ... ... \n", "807 11.051805 7.689320 Health Post \n", "808 11.024940 7.775530 Primary Health Clinic \n", "809 10.932492 7.785242 Health Post \n", "810 10.970477 7.779581 Primary Health Clinic \n", "811 11.046583 7.761747 Primary Health Clinic \n", "\n", " name ownership ward_name \\\n", "0 Girezin Primary Health Carep Public Gayam \n", "1 Pole Wire's Health Center Public Gayam \n", "2 Kankangi Model Primary Health Center Public Kakangi \n", "3 Sabon Layi Primary Health Center Public Kakangi \n", "4 Ikon Allah Nursing And Maternity Public Kakangi \n", ".. ... ... ... \n", "807 Kofar Kuyam Bana Health Post Public Unguwar Juma \n", "808 Bogari Health Clinic Public Wuciciri \n", "809 Rubuchi Health Post Public Wuciciri \n", "810 Angwar Bisa Primary Health Clinic Public Wuciciri \n", "811 Tudun Kusa Nursing Home And Maternity Ed Public Wuciciri \n", "\n", " geometry Population_mean Population_sum \n", "0 POINT (6.64216 10.76906) 6.617143 4632.0 \n", "1 POINT (6.68853 10.70722) 5.366460 2592.0 \n", "2 POINT (6.18054 10.77736) 8.322122 6433.0 \n", "3 POINT (6.35428 10.64994) 8.494071 2149.0 \n", "4 POINT (6.35103 10.64669) 7.081126 4277.0 \n", ".. ... ... ... \n", "807 POINT (7.68932 11.05180) 28.758389 4285.0 \n", "808 POINT (7.77553 11.02494) 5.909657 1897.0 \n", "809 POINT (7.78524 10.93249) 10.726744 1845.0 \n", "810 POINT (7.77958 10.97048) 11.590909 1530.0 \n", "811 POINT (7.76175 11.04658) 5.276786 1182.0 \n", "\n", "[812 rows x 9 columns]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Display the results by descending order\n", "public_health_care.sort_values(by=[\"Population_sum\"], ascending=False)\n", "display(public_health_care.iloc[:, indices + [26, 27]])" ] }, { "cell_type": "markdown", "id": "0cc901e3", "metadata": {}, "source": [ "And perform a final check to make sure all of our health care centers have a population value attached:" ] }, { "cell_type": "code", "execution_count": 28, "id": "c067e3c0", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:36.582887Z", "start_time": "2021-10-22T14:00:36.570379Z" } }, "outputs": [ { "data": { "text/plain": [ "Population_mean 0\n", "Population_sum 0\n", "dtype: int64" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# We check for null values (missing values) in each rows, and sum it back for each columns.\n", "public_health_care[[\"Population_mean\", \"Population_sum\"]].isnull().sum()" ] }, { "cell_type": "markdown", "id": "03b8fd81", "metadata": {}, "source": [ "### Setting a target\n", "---" ] }, { "cell_type": "markdown", "id": "7eb997de-da5b-4954-bff8-d97f0329c447", "metadata": {}, "source": [ "Here, we set a target at 4,000 women of child-bearing age." ] }, { "cell_type": "code", "execution_count": 29, "id": "5cc6aebf-f2cc-46d1-b804-59e94a0490f8", "metadata": {}, "outputs": [], "source": [ "target = 4000" ] }, { "cell_type": "markdown", "id": "11b34f4b-c6f8-409b-85de-991b89b930f7", "metadata": {}, "source": [ "Let's quickly plot an histogram, to have a look at the repartition of population for the different health care centers." ] }, { "cell_type": "code", "execution_count": 30, "id": "72adabd0", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:36.907916Z", "start_time": "2021-10-22T14:00:36.585848Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# We create a new figure\n", "fig, ax = plt.subplots(figsize=(14, 5))\n", "\n", "# We plot an histogram based on the 'population_sum' column\n", "ax.hist(public_health_care[\"Population_sum\"], bins=50, alpha=0.5, edgecolor=\"black\")\n", "\n", "# Draw a vertical line at population=4000\n", "ax.axvline(x=target, color=\"k\", linestyle=\"--\")\n", "ax.set_xlabel(\"Population\")\n", "ax.set_ylabel(\"Frequency\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "f6c098b3", "metadata": {}, "source": [ "## Identifying areas above target\n", "---\n", "To finish, we just need to select voronoi areas where we have more than 4000 women of child-bearing age." ] }, { "cell_type": "code", "execution_count": 31, "id": "024b47e0", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:36.917511Z", "start_time": "2021-10-22T14:00:36.911343Z" } }, "outputs": [], "source": [ "outliers = voronoi_polygons[voronoi_polygons[\"Population_sum\"] > target]" ] }, { "cell_type": "markdown", "id": "4e59a22f", "metadata": {}, "source": [ "And using the different element we have already created, add our outliers to the interactive map:" ] }, { "cell_type": "code", "execution_count": 32, "id": "a4c270da", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:37.177941Z", "start_time": "2021-10-22T14:00:36.927198Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "map_final = voronoi_polygons.explore(\n", " color=\"black\", # Use black color for borders.\n", " # Styling instructions. We fill the wards with lightgrey color (when hovering over them),\n", " # and change the opacity of different elements.\n", " style_kwds=dict(\n", " fillColor=\"lightgrey\", fill=True, opacity=1.0, fillOpacity=0, interactive=True\n", " ),\n", " tiles=\"openstreetmap\", # Use \"Open Street Map\" background tiles.\n", " tooltip=False, # Do not show tooltip when hovering on wards.\n", " popup=\"Population_sum\", # show population values in popup (on click).\n", " popup_kwds=dict(labels=True), # Show column label in the popup.\n", " smooth_factor=0, # Prevent smoothing of the polygons edges.\n", " name=\"voronoi\", # Name of the layer in the map.\n", ")\n", "\n", "outliers.explore(\n", " m=map_final, # Pass the previous map object 'map_final'.\n", " color=\"black\", # Use black color for borders.\n", " # Styling instructions. We fill the outlier wards with red color,\n", " # and change the opacity of different elements.\n", " style_kwds=dict(\n", " fillColor=\"red\", fill=True, opacity=0.0, fillOpacity=0.5, interactive=True\n", " ),\n", " tooltip=False, # Do not show tooltip when hovering on wards.\n", " popup=\"Population_sum\", # Show population values in popup (on click).\n", " popup_kwds=dict(labels=True), # Show column label in the popup.\n", " smooth_factor=0, # Prevent smoothing of the polygons edges.\n", " name=\"wards\", # Name of the layer in the map.\n", ")\n", "\n", "public_health_care.explore(\n", " m=map_final, # Pass the previous map object 'map_final'.\n", " column=\"category\", # Make choropleth based on \"category\" column.\n", " tooltip=\"name\", # Show \"name\" value in tooltip (on hover).\n", " # Do not show column label in the tooltip.\n", " tooltip_kwds=dict(labels=False),\n", " popup=True, # Show the selected values in popup (on click).\n", " cmap=\"gnuplot2\", # Use \"gnuplot2\" matplotlib color scheme.\n", " marker_kwds=dict(radius=5), # Size of the points.\n", " # Styling instructions. We draw small black circles around our points,\n", " # and change the opacity of different elements.\n", " style_kwds=dict(color=\"black\", weight=1, fill=True, opacity=0.5, fillOpacity=0.8),\n", " name=\"health_care\", # Name of the layer in the map.\n", ")\n", "\n", "folium.LayerControl().add_to(map_final) # use folium to add layer control" ] }, { "cell_type": "code", "execution_count": 33, "id": "6e2848b8", "metadata": { "ExecuteTime": { "end_time": "2021-10-22T14:00:37.625208Z", "start_time": "2021-10-22T14:00:37.179798Z" } }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "map_final" ] } ], "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": "3.11.4" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "232px" }, "toc_section_display": true, "toc_window_display": true }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }