Chart Types

Nine chart types with interactive features — live updates, legends, labels, and export

Available Charts

ChartBest ForRequired Data Shape
BarComparing categoriesOne categorical column + one numeric column
LineTrends over timeOne ordered column (date/numeric) + one or more numeric columns
ScatterCorrelation between two variablesTwo numeric columns
HistogramDistribution of a single variableOne numeric column
PieProportions of a wholeOne categorical + one numeric column
Box PlotDistribution summary (quartiles, outliers)One categorical (optional) + one numeric column
HeatmapMatrix-style intensityTwo categorical columns + one numeric column
AreaCumulative trendsSame as line chart
Table ViewRaw data inspectionAny columns — sortable, paginated table

Interactive Features

All charts are rendered in the browser using a JavaScript charting library. They update live as you modify the underlying recipe. Features include: zoom and pan, hover tooltips, click-to-filter, legend toggling, and chart export as PNG or SVG.

Chart Export

Charts can be exported as PNG images or SVG vector graphics. The export is a one-click operation from the chart toolbar. Exported charts include the title, axis labels, and legend exactly as configured in the Workbench.

Integration with Statistics Panel

The Charts tab works alongside the Statistics tab on every recipe. Run a statistical analysis (mean, median, standard deviation, correlation matrix), then switch to Charts to visualise the results. The chart picker suggests appropriate chart types based on the selected columns.

Charts update on every recipe change. Modify a filter stage, reorder a sort, or adjust a join condition — the charts refresh automatically. This instant feedback loop makes data exploration fast and iterative.
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