A & B. Created some dummy data with all three. Date and Date/Time when double clicked to the shelf has a hierarchy starting with year, quarter etc. City state zip or just city will add lat and long to the columns and rows shelf, while state or zip will simply present discrete dimensions. Google AI and any other answer is ignorant.
I tried with Date and date time where Tableau creating automatic Hierarchies I do not have geographic data so not sure about it as only Choose two option is given
Tableau automatically creates hierarchies for all date fields in your source data. This way, you can easily break the dates down into year, quarter, month, etc
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