Analytics Vidhya
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Analytics Vidhya

Removing outliers from data using Python and Pandas

Outliers

A boxplot showing the median and inter-quartile ranges is a good way to visualise a distribution, especially when the data contains outliers. The meaning of the various aspects of a box plot can be explained as follows -

Generating some data

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Graham Harrison

Graham Harrison

Group Director of IT, Information Management and Projects at The Lincoln College Group

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