Scatterplot Matrix

Displays a grid of scatterplots to visualize the pairwise relationships between multiple variables. This allows for a comprehensive exploration of the relationships between all pairs of variables in the dataset, helping to identify potential correlations, clusters, and outliers.

Chart:

Code:

  muze
    .canvas()
    .columns(["Miles_per_Gallon", "Acceleration", "Horsepower"])
    .rows(["Miles_per_Gallon", "Acceleration", "Horsepower"].reverse())
    .layers([
      {
        mark: "point",
        encoding: {
          color: "Origin",
        },
      },
    ])
    .config({
      autoGroupBy: {
        disabled: true,
      },
      axes: {
        x: {
          numberOfTicks: 5,
        },
        y: {
          numberOfTicks: 5,
        },
      },
      gridLines: {
        y: {
          show: true,
        },
        x: {
          show: true,
        },
        zeroLineColor: "#FFFFFF",
      },
      legend: {
        color: {
          range: ["#BC80BD", "#CCEBC5", "#FFED6F"],
        },
      },
    })