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sounds like you are looking for custom geocoding. There are some resources to help, eg:
If Tableau does not have the Lat/Lon coords built-in we have to supply them ourselves.
attached is an example, I used Batch Geocode to find the lat/lon coords.
example map.twbx.zip 22.2 KB