https://github.com/ax-va/pandas-paskhaver-2021

Learning Pandas by examples from the book "Pandas in Action" by Boris Paskhaver published by Manning Publications in 2021.
https://github.com/ax-va/pandas-paskhaver-2021

ax-va data-science pandas python

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Learning Pandas by examples from the book "Pandas in Action" by Boris Paskhaver published by Manning Publications in 2021.

• Host: GitHub
• URL: https://github.com/ax-va/pandas-paskhaver-2021
• Owner: ax-va
• Created: 2022-05-28T12:43:49.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-09-08T18:01:05.000Z (2 months ago)
• Last Synced: 2024-09-08T19:38:44.216Z (2 months ago)
• Topics: ax-va, data-science, pandas, python
• Homepage:
• Size: 6.9 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Pandas-Paskhaver-2021

Learning Pandas by examples from the book *"Pandas in Action"* by Boris Paskhaver published by *Manning Publications* in 2021.

The examples cover the following topics:

- filtering

- working with text data

- multiindexing

- reshaping

- grouping

- merging

- working with dates and times

- importing data from and exporting data in CSV, JSON, and Excel files

- configuring Pandas

- visualization by Matplotlib

My environment was Python 3.8 with NumPy 1.22.4 and Pandas 1.4.2. Additionally, xlrd 2.0.1 and openpyxl 3.0.10 were used for working with Excel workbooks, Matplotlib 3.6.1 for visualization, and Faker 15.1.1 for generating data. 

## Original GitHub by Boris Paskhaver:

https://github.com/paskhaver/pandas-in-action