├── .gitignore
├── README.md
├── gde-1-1-15.cpg
├── gde-1-1-15.dbf
├── gde-1-1-15.prj
├── gde-1-1-15.qpj
├── gde-1-1-15.shp
├── gde-1-1-15.shx
├── package.json
├── public
    ├── favicon.ico
    ├── index.html
    ├── logo192.png
    ├── logo512.png
    ├── manifest.json
    └── robots.txt
├── result.png
├── shp2topo.js
├── src
    ├── App.js
    ├── MapLegend.js
    ├── SwissMap.js
    ├── data.json
    ├── index.js
    ├── relief.jpg
    └── topo.json
└── yarn.lock


/.gitignore:
--------------------------------------------------------------------------------
 1 | # See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
 2 | 
 3 | # dependencies
 4 | /node_modules
 5 | /.pnp
 6 | .pnp.js
 7 | 
 8 | # testing
 9 | /coverage
10 | 
11 | # production
12 | /build
13 | 
14 | # misc
15 | .DS_Store
16 | .env.local
17 | .env.development.local
18 | .env.test.local
19 | .env.production.local
20 | 
21 | npm-debug.log*
22 | yarn-debug.log*
23 | yarn-error.log*
24 | 


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/README.md:
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 1 | # Bivariate maps with react and d3
 2 | 
 3 | Read more about how to map Swiss coordinates (LV95, CH1903+) in these blog-posts:
 4 | 
 5 | - [Mapping Swiss coordinates (LV95) with d3: Part 1](https://blog.az.sg/posts/mapping-switzerland-1/)
 6 | - [Mapping Swiss coordinates (LV95) with d3: Part 2](https://blog.az.sg/posts/mapping-switzerland-2/)
 7 | 
 8 | It is the `react` + `d3` version of the bivariate choropleth map with `ggplot` + `sf` as described in this [this blogpost](https://timogrossenbacher.ch/2019/04/bivariate-maps-with-ggplot2-and-sf/).
 9 | 
10 | The use of react is hereby not sctrictly necessary and much of the code found in `SwissMap.js` is also valid for other programming environments.
11 | 
12 | The result looks like this:
13 | 
14 | ![](./result.png)
15 | 
16 | This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app).
17 | 
18 | ## Available Scripts
19 | 
20 | In the project directory, you can run:
21 | 
22 | ### `yarn start`
23 | 
24 | Runs the app in the development mode.<br />
25 | Open [http://localhost:3000](http://localhost:3000) to view it in the browser.
26 | 
27 | The page will reload if you make edits.<br />
28 | You will also see any lint errors in the console.
29 | 
30 | ### `yarn test`
31 | 
32 | Launches the test runner in the interactive watch mode.<br />
33 | See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information.
34 | 
35 | ### `yarn build`
36 | 
37 | Builds the app for production to the `build` folder.<br />
38 | It correctly bundles React in production mode and optimizes the build for the best performance.
39 | 
40 | The build is minified and the filenames include the hashes.<br />
41 | Your app is ready to be deployed!
42 | 
43 | See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information.
44 | 
45 | ## Learn More
46 | 
47 | You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started).
48 | 
49 | To learn React, check out the [React documentation](https://reactjs.org/).
50 | 


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/gde-1-1-15.cpg:
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1 | latin1


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/gde-1-1-15.dbf:
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https://raw.githubusercontent.com/benjazehr/bivariate-maps-react-d3/bc14aa9b0b5a7e4ae9ab3264ec66c76ebb3435e1/gde-1-1-15.dbf


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/gde-1-1-15.prj:
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1 | PROJCS["CH1903_LV03",GEOGCS["GCS_CH1903",DATUM["D_CH1903",SPHEROID["Bessel_1841",6377397.155,299.1528128]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]],PROJECTION["Hotine_Oblique_Mercator_Azimuth_Center"],PARAMETER["latitude_of_center",46.95240555555556],PARAMETER["longitude_of_center",7.439583333333333],PARAMETER["azimuth",90],PARAMETER["scale_factor",1],PARAMETER["false_easting",600000],PARAMETER["false_northing",200000],UNIT["Meter",1]]


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/gde-1-1-15.qpj:
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1 | PROJCS["CH1903 / LV03",GEOGCS["CH1903",DATUM["CH1903",SPHEROID["Bessel 1841",6377397.155,299.1528128,AUTHORITY["EPSG","7004"]],TOWGS84[674.4,15.1,405.3,0,0,0,0],AUTHORITY["EPSG","6149"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","4149"]],PROJECTION["Hotine_Oblique_Mercator_Azimuth_Center"],PARAMETER["latitude_of_center",46.95240555555556],PARAMETER["longitude_of_center",7.439583333333333],PARAMETER["azimuth",90],PARAMETER["rectified_grid_angle",90],PARAMETER["scale_factor",1],PARAMETER["false_easting",600000],PARAMETER["false_northing",200000],UNIT["metre",1,AUTHORITY["EPSG","9001"]],AXIS["Y",EAST],AXIS["X",NORTH],AUTHORITY["EPSG","21781"]]
2 | 


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/gde-1-1-15.shp:
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https://raw.githubusercontent.com/benjazehr/bivariate-maps-react-d3/bc14aa9b0b5a7e4ae9ab3264ec66c76ebb3435e1/gde-1-1-15.shp


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/gde-1-1-15.shx:
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https://raw.githubusercontent.com/benjazehr/bivariate-maps-react-d3/bc14aa9b0b5a7e4ae9ab3264ec66c76ebb3435e1/gde-1-1-15.shx


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/package.json:
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 1 | {
 2 |   "name": "frontend",
 3 |   "version": "0.1.0",
 4 |   "private": true,
 5 |   "dependencies": {
 6 |     "@turf/bbox": "^6.0.1",
 7 |     "d3-geo": "^1.11.6",
 8 |     "d3-scale": "^3.2.0",
 9 |     "react": "^16.11.0",
10 |     "react-dom": "^16.11.0",
11 |     "react-scripts": "3.2.0",
12 |     "shapefile": "^0.6.6",
13 |     "topojson-client": "^3.0.1",
14 |     "topojson-server": "^3.0.1"
15 |   },
16 |   "scripts": {
17 |     "start": "react-scripts start",
18 |     "build": "react-scripts build",
19 |     "test": "react-scripts test",
20 |     "eject": "react-scripts eject",
21 |     "shp2topo": "node shp2topo.js"
22 |   },
23 |   "eslintConfig": {
24 |     "extends": "react-app"
25 |   },
26 |   "browserslist": {
27 |     "production": [
28 |       ">0.2%",
29 |       "not dead",
30 |       "not op_mini all"
31 |     ],
32 |     "development": [
33 |       "last 1 chrome version",
34 |       "last 1 firefox version",
35 |       "last 1 safari version"
36 |     ]
37 |   }
38 | }
39 | 


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/public/favicon.ico:
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https://raw.githubusercontent.com/benjazehr/bivariate-maps-react-d3/bc14aa9b0b5a7e4ae9ab3264ec66c76ebb3435e1/public/favicon.ico


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/public/index.html:
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 1 | <!DOCTYPE html>
 2 | <html lang="en">
 3 |   <head>
 4 |     <meta charset="utf-8" />
 5 |     <link rel="icon" href="%PUBLIC_URL%/favicon.ico" />
 6 |     <meta name="viewport" content="width=device-width, initial-scale=1" />
 7 |     <meta name="theme-color" content="#000000" />
 8 |     <meta
 9 |       name="description"
10 |       content="Web site created using create-react-app"
11 |     />
12 |     <link rel="apple-touch-icon" href="logo192.png" />
13 |     <!--
14 |       manifest.json provides metadata used when your web app is installed on a
15 |       user's mobile device or desktop. See https://developers.google.com/web/fundamentals/web-app-manifest/
16 |     -->
17 |     <link rel="manifest" href="%PUBLIC_URL%/manifest.json" />
18 |     <!--
19 |       Notice the use of %PUBLIC_URL% in the tags above.
20 |       It will be replaced with the URL of the `public` folder during the build.
21 |       Only files inside the `public` folder can be referenced from the HTML.
22 | 
23 |       Unlike "/favicon.ico" or "favicon.ico", "%PUBLIC_URL%/favicon.ico" will
24 |       work correctly both with client-side routing and a non-root public URL.
25 |       Learn how to configure a non-root public URL by running `npm run build`.
26 |     -->
27 |     <title>React App</title>
28 |   </head>
29 |   <body>
30 |     <noscript>You need to enable JavaScript to run this app.</noscript>
31 |     <div id="root"></div>
32 |     <!--
33 |       This HTML file is a template.
34 |       If you open it directly in the browser, you will see an empty page.
35 | 
36 |       You can add webfonts, meta tags, or analytics to this file.
37 |       The build step will place the bundled scripts into the <body> tag.
38 | 
39 |       To begin the development, run `npm start` or `yarn start`.
40 |       To create a production bundle, use `npm run build` or `yarn build`.
41 |     -->
42 |   </body>
43 | </html>
44 | 


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/public/logo192.png:
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https://raw.githubusercontent.com/benjazehr/bivariate-maps-react-d3/bc14aa9b0b5a7e4ae9ab3264ec66c76ebb3435e1/public/logo192.png


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/public/logo512.png:
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/public/manifest.json:
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 1 | {
 2 |   "short_name": "React App",
 3 |   "name": "Create React App Sample",
 4 |   "icons": [
 5 |     {
 6 |       "src": "favicon.ico",
 7 |       "sizes": "64x64 32x32 24x24 16x16",
 8 |       "type": "image/x-icon"
 9 |     },
10 |     {
11 |       "src": "logo192.png",
12 |       "type": "image/png",
13 |       "sizes": "192x192"
14 |     },
15 |     {
16 |       "src": "logo512.png",
17 |       "type": "image/png",
18 |       "sizes": "512x512"
19 |     }
20 |   ],
21 |   "start_url": ".",
22 |   "display": "standalone",
23 |   "theme_color": "#000000",
24 |   "background_color": "#ffffff"
25 | }
26 | 


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/public/robots.txt:
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1 | # https://www.robotstxt.org/robotstxt.html
2 | User-agent: *
3 | 


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/result.png:
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https://raw.githubusercontent.com/benjazehr/bivariate-maps-react-d3/bc14aa9b0b5a7e4ae9ab3264ec66c76ebb3435e1/result.png


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/shp2topo.js:
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 1 | var fs = require('fs')
 2 | var shapefile = require('shapefile')
 3 | var topojson = require('topojson-server')
 4 | 
 5 | // specify the output file here
 6 | const inputFile = './gde-1-1-15.shp'
 7 | const outputFile = './src/topo.json'
 8 | 
 9 | shapefile
10 |   .open(inputFile)
11 |   .then(source => {
12 |     // start with empty geojson skeleton
13 |     let geojson = {
14 |       type: 'FeatureCollection',
15 |       features: [] // into this array we push our features below
16 |     }
17 |     return source.read().then(function log (result) {
18 |       // when done: pass geojson to next function in promise pipeline
19 |       if (result.done) return geojson
20 | 
21 |       // if not done: add to geojson feature by feature
22 |       const feature = {
23 |         ...result.value,
24 |         // keep from properties only the bfs id
25 |         properties: {
26 |           bfsId: result.value.properties.BFS_ID
27 |         }
28 |       }
29 |       geojson.features.push(feature)
30 |       // continue with next feature/iteration
31 |       return source.read().then(log)
32 |     })
33 |   })
34 |   // convert to topojson with quantization = 1e3
35 |   .then(geojson => topojson.topology({ municipalities: geojson }, 1e3))
36 |   // write to file
37 |   .then(fileContent =>
38 |     fs.writeFile(outputFile, JSON.stringify(fileContent), () => {
39 |       console.log('The file has been saved!')
40 |     })
41 |   )
42 |   .catch(console.error)
43 | 


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/src/App.js:
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 1 | import React from 'react'
 2 | import SwissMap from './SwissMap'
 3 | import data from './data.json'
 4 | 
 5 | function App () {
 6 |   return (
 7 |     <div>
 8 |       <SwissMap data={data} />
 9 |     </div>
10 |   )
11 | }
12 | 
13 | export default App
14 | 


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/src/MapLegend.js:
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 1 | import React from 'react'
 2 | 
 3 | const MapLegend = ({ bivariateColorScale, leftText = '', rightText = '' }) => (
 4 |   <g fill='none' fillRule='evenodd'>
 5 |     <path
 6 |       fill={bivariateColorScale('high low')}
 7 |       fillRule='nonzero'
 8 |       d='M81.2 42.1l-8.8-2.5.6-.6 2.5 8.9a.5.5 0 01-1 .2L72 39.3c0-.4.3-.7.6-.6l8.9 2.4a.5.5 0 01-.3 1zm12.3 18.8L77.8 45.2l-5.3-5.3a.5.5 0 01.7-.8l5.3 5.3 15.7 15.7a.5.5 0 01-.7.8z'
 9 |     />
10 |     <path
11 |       fill={bivariateColorScale('low high')}
12 |       fillRule='nonzero'
13 |       d='M125.1 42.1l8.9-2.5-.6-.6-2.5 8.9a.5.5 0 101 .2l2.4-8.8a.5.5 0 00-.6-.6L125 41a.5.5 0 10.2 1zM113 60.9l15.7-15.7 5.3-5.3a.5.5 0 10-.8-.8l-5.3 5.3-15.7 15.7a.5.5 0 10.8.8z'
14 |     />
15 |     <g fill={bivariateColorScale('high low')} fontSize='12'>
16 |       {leftText.split('<br />').map((str, i) => (
17 |         <text
18 |           transform='translate(62 14)'
19 |           key={`left-text-${i}`}
20 |           textAnchor='end'
21 |           fontSize={12}
22 |         >
23 |           <tspan x='.4' y={10 + i * 15}>
24 |             {str}
25 |           </tspan>
26 |         </text>
27 |       ))}
28 |     </g>
29 |     <g fill={bivariateColorScale('low high')} fontSize='12'>
30 |       {rightText.split('<br />').map((str, i) => (
31 |         <text
32 |           transform='translate(143 14)'
33 |           key={`right-text-${i}`}
34 |           fontSize={12}
35 |         >
36 |           <tspan x='.4' y={10 + i * 15}>
37 |             {str}
38 |           </tspan>
39 |         </text>
40 |       ))}
41 |     </g>
42 |     <g fillRule='nonzero'>
43 |       <path
44 |         fill={bivariateColorScale('high high')}
45 |         d='M113 9.7L103.4.3l-9.4 9.4 9.4 9.4z'
46 |       />
47 |       <path
48 |         fill={bivariateColorScale('high medium')}
49 |         d='M103.5 19.1l-9.4-9.4-9.4 9.4 9.4 9.5z'
50 |       />
51 |       <path
52 |         fill={bivariateColorScale('high low')}
53 |         d='M94.2 28.6L84.8 19l-9.4 9.5 9.4 9.4z'
54 |       />
55 |       <path
56 |         fill={bivariateColorScale('medium high')}
57 |         d='M122.3 19.1l-9.4-9.4-9.4 9.4 9.4 9.4z'
58 |       />
59 |       <path
60 |         fill={bivariateColorScale('medium medium')}
61 |         d='M113 28.5l-9.5-9.4-9.4 9.4 9.4 9.4z'
62 |       />
63 |       <path
64 |         fill={bivariateColorScale('medium low')}
65 |         d='M103.5 38l-9.4-9.5-9.4 9.4 9.4 9.4z'
66 |       />
67 |       <path
68 |         fill={bivariateColorScale('low high')}
69 |         d='M131.7 28.5l-9.4-9.3-9.4 9.4 9.4 9.3z'
70 |       />
71 |       <path
72 |         fill={bivariateColorScale('low medium')}
73 |         d='M122.3 38l-9.4-9.5-9.4 9.4 9.4 9.4z'
74 |       />
75 |       <path
76 |         fill={bivariateColorScale('low low')}
77 |         d='M112.9 47.3l-9.4-9.4-9.3 9.4 9.4 9.4z'
78 |       />
79 |     </g>
80 |   </g>
81 | )
82 | 
83 | export default MapLegend
84 | 


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/src/SwissMap.js:
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  1 | import React, { Fragment } from 'react'
  2 | 
  3 | import { geoPath, geoTransform } from 'd3-geo'
  4 | import { scaleLinear, scaleThreshold, scaleOrdinal } from 'd3-scale'
  5 | import { feature as topojsonFeature } from 'topojson-client'
  6 | import bbox from '@turf/bbox'
  7 | 
  8 | import MapLegend from './MapLegend'
  9 | import relief from './relief.jpg'
 10 | import topoJson from './topo.json'
 11 | 
 12 | // convert topojson back to geojson
 13 | const geoJson = topojsonFeature(topoJson, topoJson.objects.municipalities)
 14 | 
 15 | const SwissMap = ({ data = [], width = 1000 }) => {
 16 |   // get extent of switzerland as x, y coordinates
 17 |   const [minX, minY, maxX, maxY] = bbox(geoJson)
 18 | 
 19 |   // calculate aspect ratio and derive height
 20 |   const height = ((maxY - minY) / (maxX - minX)) * width
 21 | 
 22 |   // create plain old linear x and y scales
 23 |   // this is possible as the swiss coordinate system
 24 |   // is linear and 1 x/y unit equals 1 meter
 25 |   const x = scaleLinear()
 26 |     .range([0, width])
 27 |     .domain([minX, maxX])
 28 | 
 29 |   const y = scaleLinear()
 30 |     .range([0, height])
 31 |     .domain([maxY, minY])
 32 | 
 33 |   // this is where the magic happens
 34 |   // read more about the background here:
 35 |   // https://bl.ocks.org/mbostock/6216797
 36 |   const projection = geoTransform({
 37 |     point: function (px, py) {
 38 |       this.stream.point(x(px), y(py))
 39 |     }
 40 |   })
 41 | 
 42 |   // this function will create svg paths when
 43 |   // passed a geojson feature
 44 |   const path = geoPath().projection(projection)
 45 | 
 46 |   // create a scale that returns low, medium or high
 47 |   // when passed a mean income to it
 48 |   const meanScale = scaleThreshold()
 49 |     .domain([35000, 45000])
 50 |     .range(['low', 'medium', 'high'])
 51 | 
 52 |   // create similar scale for gini values
 53 |   const giniScale = scaleThreshold()
 54 |     .domain([0.4, 0.5])
 55 |     .range(['low', 'medium', 'high'])
 56 | 
 57 |   // create scale that returns a hex code
 58 |   // based on mean income and gini values
 59 |   const bivariateColorScale = scaleOrdinal()
 60 |     .domain([
 61 |       'high high',
 62 |       'high medium',
 63 |       'high low',
 64 |       'medium high',
 65 |       'medium medium',
 66 |       'medium low',
 67 |       'low high',
 68 |       'low medium',
 69 |       'low low'
 70 |     ])
 71 |     .range([
 72 |       '#3F2949', // high inequality, high income
 73 |       '#435786',
 74 |       '#4885C1', // low inequality, high income
 75 |       '#77324C',
 76 |       '#806A8A', // medium inequality, medium income
 77 |       '#89A1C8',
 78 |       '#AE3A4E', // high inequality, low income
 79 |       '#BC7C8F',
 80 |       '#CABED0' // low inequality, low income
 81 |     ])
 82 | 
 83 |   // add the fill to the data array
 84 |   const dataWithFill = data.map(d => {
 85 |     const meanGroup = meanScale(d.mean)
 86 |     const giniGroup = giniScale(d.gini)
 87 |     const fill = bivariateColorScale(`${meanGroup} ${giniGroup}`)
 88 |     return { ...d, fill }
 89 |   })
 90 | 
 91 |   return (
 92 |     <Fragment>
 93 |       <div style={{ position: 'relative', width, height }}>
 94 |         {/* plot relief at reduced opacity first */}
 95 |         <img
 96 |           src={relief}
 97 |           style={{ opacity: 0.4, width: '100%', height: 'auto' }}
 98 |           alt=''
 99 |         />
100 |         {/* plot choropleth on top */}
101 |         <svg
102 |           width={width}
103 |           height={height}
104 |           style={{ position: 'absolute', top: 0, left: 0 }}
105 |         >
106 |           <MapLegend
107 |             bivariateColorScale={bivariateColorScale}
108 |             leftText={'High<br />income'}
109 |             rightText={'High<br />inequality'}
110 |           />
111 |           {geoJson.features.map(feature => {
112 |             // find the corresponding fill in the new data array
113 |             // use magenta as a fallback if nothing is found
114 |             const datumWithFill = dataWithFill.find(
115 |               d => d.bfsId === feature.properties.bfsId
116 |             ) || { fill: 'magenta' }
117 |             return (
118 |               <path
119 |                 key={`path-${feature.properties.bfsId}`}
120 |                 stroke='white'
121 |                 strokeWidth={0.25}
122 |                 d={path(feature)}
123 |                 fill={datumWithFill.fill}
124 |               />
125 |             )
126 |           })}
127 |         </svg>
128 |       </div>
129 |     </Fragment>
130 |   )
131 | }
132 | 
133 | export const widthEqual = (prevProps, nextProps) =>
134 |   prevProps.width === nextProps.width
135 | 
136 | export default React.memo(SwissMap, widthEqual)
137 | 


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/src/data.json:
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   1 | [{"bfsId":1,"gini":0.523,"mean":56077},
   2 | {"bfsId":2,"gini":0.434,"mean":40365},
   3 | {"bfsId":3,"gini":0.415,"mean":50364},
   4 | {"bfsId":4,"gini":0.47,"mean":47717},
   5 | {"bfsId":5,"gini":0.453,"mean":50436},
   6 | {"bfsId":6,"gini":0.484,"mean":48833},
   7 | {"bfsId":7,"gini":0.444,"mean":44191},
   8 | {"bfsId":8,"gini":0.437,"mean":40302},
   9 | {"bfsId":9,"gini":0.456,"mean":48817},
  10 | {"bfsId":10,"gini":0.419,"mean":42248},
  11 | {"bfsId":11,"gini":0.444,"mean":46454},
  12 | {"bfsId":12,"gini":0.45,"mean":49413},
  13 | {"bfsId":13,"gini":0.451,"mean":55787},
  14 | {"bfsId":14,"gini":0.493,"mean":64840},
  15 | {"bfsId":21,"gini":0.383,"mean":40509},
  16 | {"bfsId":22,"gini":0.437,"mean":43924},
  17 | {"bfsId":23,"gini":0.449,"mean":44714},
  18 | {"bfsId":24,"gini":0.412,"mean":46269},
  19 | {"bfsId":25,"gini":0.442,"mean":45219},
  20 | {"bfsId":26,"gini":0.425,"mean":47570},
  21 | {"bfsId":27,"gini":0.432,"mean":41015},
  22 | {"bfsId":28,"gini":0.404,"mean":43000},
  23 | {"bfsId":29,"gini":0.491,"mean":46359},
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/src/index.js:
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1 | import React from 'react'
2 | import ReactDOM from 'react-dom'
3 | import App from './App'
4 | 
5 | ReactDOM.render(<App />, document.getElementById('root'))
6 | 


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/src/relief.jpg:
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https://raw.githubusercontent.com/benjazehr/bivariate-maps-react-d3/bc14aa9b0b5a7e4ae9ab3264ec66c76ebb3435e1/src/relief.jpg


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