1.4. Interactive Choropleth Map#

This is a case study that, with the help of GeoJSON and some custom controls, creates a color interactive US state population density map.

Show the example

1.4.1. Data source#

We visualize data on US population density. Since the amount of data is not very large, the easiest way to store and display data is GeoJSON.

Each feature of our GeoJSON data will look like this:

"type": "Feature",
"properties": {{
    "name": "Alabama",
    "density": 94.65
"geometry": ...

1.4.2. Basic states diagram#

Let’s display our states data on the map in a custom Mapbox style.

var mapboxAccessToken = {{your access token here}};
var map = L.map('map').setView([37.8, -96], 4);
L.tileLayer('https://api.tiles.mapbox.com/v4/{{id}}/{{z}}/{{x}}/{{y}}.png?access_token=' + mapboxAccessToken, {{
id: 'mapbox.light',
attribution: ...
Show the example

1.4.3. Adding colors#

Now we need to color the states based on population density. Choosing good colors for your map may require a bit of skill, but there is a great tool to help us – ColorBrewer. We create a function that returns the population based density based on the values obtained from ColorBrewer:

function getColor(d) {{
return d > 1000 ? '#800026' :
       d > 500  ? '#BD0026' :
       d > 200  ? '#E31A1C' :
       d > 100  ? '#FC4E2A' :
       d > 50   ? '#FD8D3C' :
       d > 20   ? '#FEB24C' :
       d > 10   ? '#FED976' :

Next, we define the style function of the GeoJSON layer so that its fill color depends on feature.properties.density . At the same time, we also adjusted the appearance and added beautiful strokes.

function style(feature) {{
return {{
    fillColor: getColor(feature.properties.density),
    weight: 2,
    opacity: 1,
    color: 'white',
    dashArray: '3',
    fillOpacity: 0.7
L.geoJson(statesData, {{style: style}}).addTo(map);

It looks much better now!

View this example

1.4.4. Adding Interaction#

Now let’s make the color block highlight when we pass the mouse over the color patches on the map that represent the states of the United States. First, we’ll define an event listener for the layer’s mouse events:

function highlightFeature(e) {{
var layer = e.target;

    weight: 5,
    color: '#666',
    dashArray: '',
    fillOpacity: 0.7
if (!L.Browser.ie && !L.Browser.opera && !L.Browser.edge) {{

Here we pass e.target Get the mouseover layer and set a wide gray border on this layer as our highlight, while placing the layer on the top layer, This way the border will not conflict with the nearby state (instead of IE, Opera or Edge).

Next, we’ll define what happens to mouseout:

function resetHighlight(e) {{

The convenient geojson.resetStyle method will reset the layer’s style to the default state (defined by our style function). To do this, make sure our GeoJSON layer can be defined by the previous listener geojson variable access, then assign this GeoJSON layer to geojson variable:

var geojson;
// ... our listeners
geojson = L.geoJson(...);

Let’s define a click listener to zoom in on the state:

function zoomToFeature(e) {{

Now we will use the onEachFeature option to add listeners to the layers in which the states are located:

function onEachFeature(feature, layer) {{
    mouseover: highlightFeature,
    mouseout: resetHighlight,
    click: zoomToFeature
geojson = L.geoJson(statesData, {{
style: style,
onEachFeature: onEachFeature

This makes the state on the map stand out when the mouse passes, and gives us the ability to add other interactive features to the listener.

1.4.5. Custom information control#

Usually we use pop-ups to display information, but we now use a different method - displaying information in a custom control when hovering over it.

Here is our control code:

var info = L.control();
info.onAdd = function (map) {{
this._div = L.DomUtil.create('div', 'info'); // create a div with a class "info"
return this._div;

// method that we will use to update the control based on feature properties passed
info.update = function (props) {{
this._div.innerHTML = '<h4>US Population Density</h4>' +  (props ?
    '<b>' + props.name + '</b><br />' + props.density + ' people / mi<sup>2</sup>'
    : 'Hover over a state');

When the user mouses over a certain state, we need to update the controls, so we modify the listener as follows:

function highlightFeature(e) {{

function resetHighlight(e) {{

The control needs some CSS style to make it look good:

.info {{
padding: 6px 8px;
font: 14px/16px Arial, Helvetica, sans-serif;
background: white;
background: rgba(255,255,255,0.8);
box-shadow: 0 0 15px rgba(0,0,0,0.2);
border-radius: 5px;
.info h4 {{
margin: 0 0 5px;
color: #777;

1.4.6. Custom legend control#

It’s easier to create a control with a legend because it’s static and won’t change when the state is hovered. JavaScript code:

var legend = L.control({{position: 'bottomright'}});

legend.onAdd = function (map) {{

var div = L.DomUtil.create('div', 'info legend'),
    grades = [0, 10, 20, 50, 100, 200, 500, 1000],
    labels = [];

// loop through our density intervals and generate a label with a colored square for each interval
for (var i = 0; i < grades.length; i++) {{
    div.innerHTML +=
        '<i style="background:' + getColor(grades[i] + 1) + '"></i> ' +
        grades[i] + (grades[i + 1] ? '&ndash;' + grades[i + 1] + '<br>' : '+');

return div;


The CSS style of the control (we also reuse the previously defined info class):

.legend {{
line-height: 18px;
color: #555;
.legend i {{
width: 18px;
height: 18px;
float: left;
margin-right: 8px;
opacity: 0.7;

Enjoy <a href=”./leaflet_choropleth/choropleth.html”>results</a> at the top of this page, or on a separate page.