Reshaping and Cleaning Common Data

This chapter is from the book

Pandas for Everyone: Python Data Analysis

Learn More Buy

This chapter is from the book

This chapter is from the book 

Pandas for Everyone: Python Data Analysis

Learn More Buy

Objectives

This chapter will cover:

1. Unpivoting/melting/gathering columns into rows

2. Pivoting/casting/spreading rows into columns

3. Normalizing data by separating a dataframe into multiple tables

4. Assembling data from multiple parts