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10 cards from this deck
Outliers are unusual or extreme values in data.
Some outliers may represent genuine extreme cases.
You can exclude, estimate, or collect additional data.
Identify and correct inaccurate or impossible values.
Inconsistent units make analysis confusing and inaccurate.
It limits the reliability of conclusions drawn from data.
It may be less accurate than professionally measured data.
Document data problems and cleaning steps taken.
Examine your data for outliers and inconsistencies.
They can create impossible or highly unlikely values.
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