ECharts Bubble Scatter
A four-dimensional bubble scatter — x-axis, y-axis, bubble size, and bubble colour all encode separate variables, so a single dot carries four numbers. ECharts' scatter series with `symbolSize` as a function of the underlying value handles arbitrary mappings cleanly, and the `vis
Template details
- chart
- scatter
- bubble
- 4d
- multivariate
- echarts
When to use this template
This visualization excels at revealing complex relationships and identifying outliers across four quantitative dimensions simultaneously for individual entities. Analysts use it to understand how multiple factors interact to influence outcomes, such as identifying segments with unique characteristics or uncovering drivers of performance that simple two-variable plots might miss.
- Data where each entity has four key quantitative metrics.
- One additional categorical variable for grouping or segmenting.
- Identifying clusters, trends, and anomalies in multivariate data.
- Medium to high cardinality of individual entities (hundreds to thousands).
- Cross-sectional data or snapshots at a specific point in time.
- Comparing entities across multiple performance or characteristic dimensions.