Pandas 1.x Cookbook
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.
Offered by
Difficulty Level
Intermediate
Completion Time
20h52m
Language
English
About Book
Who Is This Book For?
This book is for Python developers, data scientists, engineers, and analysts. Pandas is the ideal tool for manipulating structured data with Python and this book provides ample instruction and examples. Not only does it cover the basics required to be proficient, but it goes into the details of idiomatic pandas.
Pandas 1.x Cookbook
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 20h52m total length
Pandas Foundations
Essential DataFrame Operations
Creating and Persisting DataFrames
Beginning Data Analysis
Exploratory Data Analysis
Selecting Subsets of Data
Filtering Rows
Index Alignment
Grouping for Aggregation, Filtration and Transformation
Restructuring Data into a Tidy Form
Combining Pandas Objects
Time Series Analysis
Visualization with Matplotlib, Pandas, and Seaborn
Debugging and Testing Pandas
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