If you receive your data in an excel sheet where there are exactly 65536 rows, probably some data is missing. If your dataset has exactly 255 columns and was saved by Numbers, probably some data is missing. These examples occur quite often when you work with problems dealing with data and it is crucial to be very careful specifically when collecting datasets. This guide refers to a collection of rules that concern some of the surprisingly often seen “Bad Data” cases.

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