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When you install Power BI, it does not have certain features enabled. One feature that I need to use, is the Power Bi Shape Map. This quick how-to guide is the way to enable that feature.

Open Power BI
Click File
Click Options and Settings
Click Options
Click Preview Features
Place a check mark next to Shape Map Visual
Click Ok
Now restart Power BI for the changes to take effect

And there you have it, a quick way to enable the Power BI Shape Map