15 Free YouTube subscribers for your channel
Get Free YouTube Subscribers, Views and Likes

Correcting Skewed Data with Scipy and Numpy

Follow
AnalytiCode

Skewed data can adversely affect your analysis and machine learning models. In this video, I demonstrate five methods for cleaning skewed data using the NumPy and SciPy modules. The methods include taking the square root, cube root, fourth root, log, and YeoJohnson transform. I also showcase the effectiveness of each method by summarizing the skewness of the data after each transformation with a bar plot.

posted by probatest8