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I recently discovered that the Card Browser visual does not allow changes to the "Metadata" fields when the report in question is connected to a separate Power BI dataset rather than a local model. This seems like an odd limitation of the card browser visual. To make a change to the metadata, I had to open two copies of my report, change one of them to Direct Query mode, modify the metadata then copy the visual back into the original report.
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