In this context, outliers are data observations that are distant from other observations. There are a number of reasons why variability may exist in the data that you are working on during your analysis. Outliers may cause serious problems in your efforts as a Data Scientist.
If you are interested in learning about the manual method of detecting outliers look at this video:
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