Data Preprocessing with Python Pandas — Part 4 Standardization

Angelica Lo Duca
Towards Data Science
3 min readDec 15, 2020

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Image by xresch from Pixabay

This tutorial explains how to preprocess data using the Pandas library. Preprocessing is the process of doing a pre-analysis of data, in order to transform them into a standard and normalised format. Preprocessing involves the following aspects:

  • missing values
  • data formatting
  • data normalisation

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