Hi Latha,
To show rows with empty data or blank values, Right click on the data field and select show no data.
By selecting this, while creating visual, even the fields or data with blank or empty values would be shown
You can visit this page, for more information,
https://docs.microsoft.com/en-us/power-bi/desktop-show-items-no-data
Hope it helps you.
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