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Implausible values

Also: outliers, sanity checks

Data quality and preparation

Values that can't be right: impossible ranges, wrong units, misread formats. A domain expert often spots them in seconds.

ExampleDates in the year 0040 that were really two-digit years; a negative age; a premium plan billed at 0.

Taught inS1RelatedFive data quality checksS1