Points and Events Visualization

Here we wanted to show the distribution of answers and questions by countries, so we rendered most viewable Stack Overflow questions and most rated answers. 3️⃣

When a point is clicked, we render a popup with information about a question.

Data Schema

Due to the dataset structure, we don't have the user geometry info in the Questions table.

That's why we need to use joins in our data schema. It's a one-to-many relationship which means that one user can leave many questions.

We need to add the following code to the schema/Questions.js file:

joins: {
  Users: { 
    sql: `${CUBE}.owner_user_id = ${Users}.id`, 
    relationship: `belongsTo` 

Web Component

Then, we need to have the dashboard-app/src/components/ClickEvents.js component to contain the following source code. Here are the most important highlights!

The query to get questions data:

  measures: [ 'Questions.count' ],
  dimensions: [ 'Users.geometry']

Then we use some pretty straightforward code to transform the data into geoJSON:

const data = { 
  type: 'FeatureCollection',
  features: [], 

resultSet.tablePivot().map((item) => {
    type: 'Feature',
    properties: {
      count: item['Questions.count'],
      geometry: item['Users.geometry'],
    geometry: JSON.parse(item['Users.geometry'])

The next step is to catch the click event and load the point data. The following code is specific to the react-map-gl wrapper, but the logic is just to listen to map clicks and filter by layer id:

const [selectedPoint, setSelectedPoint] = useState(null);

const { resultSet: popupSet } = useCubeQuery({
  dimensions: [
  filters: [ {
    member: "Users.geometry",
    operator: "contains",
    values: [ selectedPoint ]
  } ],
}, { skip: selectedPoint == null });

const onClickMap = (event) => {
  if (typeof event.features != 'undefined') {
    const feature = event.features.find(
      (f) => f.layer.id == 'questions-point'
    if (feature) {

When we catch a click event on some point, we request questions data filtered by point location and update the popup.

So, here's our glorious result: