ChartsComparison
Scatterplot Matrix
Explore pairwise correlations between multiple numeric measures in a compact grid layout. Each cell shows a scatter plot of two measures, making it easy to spot linear relationships, clusters, and outliers across all variable pairs simultaneously.
Examples
When to Use
- Exploring correlations between 3-6 numeric variables at once
- Identifying which pairs of metrics are strongly related
- Detecting clusters or outlier patterns in multi-dimensional data
- Preliminary data exploration before building regression models
Data Roles
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Settings
Color & Appearance
Color Scheme
dropdownControls the color palette for data points.
Default:vibrantAxis Settings
Show Axes
booleanToggle axis labels on the matrix grid.
Default:trueRotate X Labels
dropdownControl axis label rotation.
Default:autoCommon settings like Legend, Tooltip, and Small Multiples configuration are covered in Shared Concepts.
Tips & Best Practices
- Bind 3-4 measures for a clear matrix -- more than 5 produces many small cells
- Use the Category field to label points and the Group field for color coding
- Look for diagonal patterns (correlation) and clusters in individual scatter cells