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I believe Latitude and Longitude are automatically generated when you utilize some dimension as a geographic element.
If you're trying to designate your Latitude and Longitude values, I believe they must be measures, so switch the data type to numeric/decimal. Then, you should be able to use those columns in that way.
Hi Diogo Braga,
Latitude and Longitude options will be automatically generated by field if you have geographic field in your data source.