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pandas's Introduction

Pandas learning and practicing materials

Update date: Jul 1, 2020

Main Language: Chinese

This repository archives key and difficult points summarized from the guide of data wrangling with Pandas and NumPy provided by Datawhale. Files are stored in Markdown or Jupyter Notebook format.

Contents

Chapter Content
Chapter 1 Summary of Pandas basics
Chapter 2 Indexing
Chapter 3 Aggregation and grouping
Chapter 4 Transformation
Chapter 5 Combination
Comprehensive Exercise 1 Comprehensive Exercise 1
Chapter 6 Missing data
Chapter 7 Textual data
Chapter 8 Category data
Chapter 9 Sequential data
Comprehensive Exercise 2 Comprehensive Exercise 2

Acknowledgements

Yuan-Hao Geng, East China Normal University

DataWhale: https://datawhale.club/, https://github.com/datawhalechina

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