JavaScript tutorial: Beyond basic charts with React-vis

How to use Uber’s library of React components to create interactive line charts that display comparative values over time

JavaScript tutorial: Easy data visualizations with React-vis

Last week we took a first look at React-vis, the open-source charting library, and built up our first bar chart using the City of New York Popular Baby Names data set. This week, we’ll expand on our initial example and show how we can begin to incorporate basic interactions. As a refresher, our data set includes rows of data that look like this:

  "Year of Birth": "2016",
  "Gender": "FEMALE",
  "Child's First Name": "Olivia",
  "Count": "172",
  "Rank": "1"

The first visualization we built was a bar chart that showed the total number of children's names accounted for in the data by year, which looked like this:

react vis fig03 IDG

For our next visualization, let’s see if we can map the popularity of a name over time. To start off, we’ll build a simple line chart using the LineMarkSeries component. In order to get the popularity of the name Olivia over time, we can use the same filtering logic we used to get yearly totals if we add a filtering step ahead of time:

    const oliviaData = data.filter(d => d.firstName === 'Olivia');
    const oliviasByYear = Object.entries(oliviaData.reduce((acc, row) => {
      if(row.yearOfBirth in acc) {
        acc[row.yearOfBirth] = acc[row.yearOfBirth] + row.count
      } else {
        acc[row.yearOfBirth] = row.count
      return acc;
    }, {})).map(([k, v]) => ({x: +k, y: v}));

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