Summary In recent versions of Power BI Desktop, the Scatter chart visual no longer supports displaying category text labels (e.g., Pattern names) directly on the chart. Only numeric X/Y value labels are available. This represents a regression from previous Scatter behavior and prevents common analytical labeling scenarios. Expected Behavior Scatter charts should allow: Displaying category (dimension) text as labels on points Typical use case: label each point by a categorical field (e.g., Pattern, Well, Asset) This was previously possible using the Details field and category data labels Actual Behavior The Scatter chart no longer has a Details bucket (merged into Legend) The Category label formatting option only exposes numeric Values (X,Y) There is no option to switch labels from numeric values to category text Even when a categorical column is used in Legend, labels remain numeric No workaround exists using DAX, themes, or formatting Impact / Why This Matters This blocks a very common analytical pattern, including: Labeling end points in cross-plots (RF vs HCPVi, RF vs VRR, etc.) Pattern / asset comparison scatter plots Engineering and surveillance dashboards that require direct identification of points without hover Users are forced to: Use Line charts instead of Scatter (even when Scatter is semantically correct), or Rely on tooltips only, which degrades usability and presentation quality Reproduction Steps Create a Scatter chart Add numeric fields to X and Y axes Add a categorical column (text) to Legend Enable Category label Observe that only numeric X/Y values are available for labeling No option exists to display the category text Environment Power BI Desktop (current build, new formatting pane enabled) Model setting: Discourage implicit measures enabled (default best practice) Issue occurs regardless of model complexity Request Please restore or add support for: Category (text) labels on Scatter charts A label mode that allows displaying the categorical dimension value instead of numeric values Parity with previous Scatter + Details behavior Business Value This enhancement would: Restore lost functionality Improve analytical clarity Reduce reliance on workarounds and incorrect visual types Align Scatter charts with standard data visualization expectations
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