Integration Tests

Add unit test to catch empty dataframe due to no categorical data #1459

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Run time

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Job	Run time
unit (3.8, ubuntu-latest)	6m 16s
unit (3.8, macos-latest)	4m 54s
unit (3.8, windows-latest)	11m 57s
unit (3.9, ubuntu-latest)	5m 58s
unit (3.9, macos-latest)	3m 50s
unit (3.9, windows-latest)	9m 9s
unit (3.10, ubuntu-latest)	5m 53s
unit (3.10, macos-latest)	3m 46s
unit (3.10, windows-latest)	11m 12s
unit (3.11, ubuntu-latest)	4m 48s
unit (3.11, macos-latest)	6m 50s
unit (3.11, windows-latest)	9m 14s
	1h 23m 47s