Dimension fields can be added to tooltips for certain chart types (see below for which ones), however, this practice is not recommended as it only displays a single value in the tooltip even if the dimension field contains multiple.
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Charts that support dimensions in tooltips
The following chart types support dimension in tooltips:
Heat Grid
Category Charts
Area, Stacked Area, Horizontal Bar, 3D Horizontal Bar, Stacked Horizontal Bar, Horizontal Cylinder, Layered Bar, Vertical Column, 3D Vertical Column, Stacked Vertical Column, Cylinder, 3D Stacked Column, Layered Column, Line, 3D Line, Stepped, Waterfall
Cross Tab Category Charts
Area, Stacked Area, Horizontal Bar, 3D Horizontal Bar, Stacked Horizontal Bar, Horizontal Cylinder, Layered Bar, Vertical Column, 3D Vertical Column, Stacked Vertical Column, Cylinder, 3D Stacked Column, Layered Column, Line, 3D Line, Stepped