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The Pandas Workshop: A comprehensive guide to using Python for data analysis with real-world case studies Cover

The Pandas Workshop: A comprehensive guide to using Python for data analysis with real-world case studies

Chapter in the book
Paid access
|Jul 2022
Table of contents

Table of Contents

  1. An Introduction to pandas
  2. Working with Data Structures
  3. Data I/O
  4. pandas Data Types
  5. Data Selection – DataFrames
  6. Data Selection – Series
  7. Data Exploration and Transformation
  8. Data Visualization
  9. Data Modeling – Preprocessing
  10. Data Modeling – Modeling Basics
  11. Data Modeling – Regression Modeling
  12. Using Time in pandas
  13. Exploring Time Series
  14. Applying pandas Data Processing for Case Studies

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PDF ISBN: 978-1-80020-287-0
Publisher: Packt Publishing Limited
Copyright owner: © 2022 Packt Publishing Limited
Publication date: 2022
Language: English
Pages: 744
The Pandas Workshop