This is the code repository for Pandas 1.x Cookbook - 2nd Edition, published by Packt. It contains all the supporting project files necessary to work through the book from start to finish.
A new edition of the bestselling Pandas cookbook updated to pandas 1.x with new chapters on creating and testing, and exploratory data analysis. Recipes are written with modern pandas constructs. This book also covers EDA, tidying data, pivoting data, time-series calculations, visualizations, and more.
All of the code is organized into folders. Each folder starts with a number followed by the application name. For example, Chapter02.
The code will look like the following:
def tweak_kag(df):
na_mask = df.Q9.isna()
hide_mask = df.Q9.str.startswith('I do not').fillna(False)
df = df[~na_mask & ~hide_mask]
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