Outliers

• Outliers: An outlier is an observation which deviates so much from the other observations as 
to arouse suspicions that it was generated by a different mechanism

Types of outliers:

Univariate outlier: concerns the distribution of a single variable Multivariate outlier: concerns outliers in an n-dimensional space.

Detect Outliers

Univariate Outliers Detection

Univariate Outliers Detection

Code Examples