https://github.com/TomAugspurger/effective-pandas

Source code for my collection of articles on using pandas.
https://github.com/TomAugspurger/effective-pandas

Last synced: 3 months ago
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Source code for my collection of articles on using pandas.

• Host: GitHub
• URL: https://github.com/TomAugspurger/effective-pandas
• Owner: TomAugspurger
• License: cc-by-4.0
• Created: 2016-05-15T12:36:37.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2022-12-14T09:14:25.000Z (almost 3 years ago)
• Last Synced: 2024-11-21T06:37:16.254Z (11 months ago)
• Language: Jupyter Notebook
• Homepage: https://leanpub.com/effective-pandas
• Size: 12.7 MB
• Stars: 1,539
• Watchers: 63
• Forks: 383
• Open Issues: 21
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

Awesome Lists containing this project

• awesome-data-science-resources - Effective Pandas
• awesome-data-science-resources - Effective Pandas
• awesome-data-analysis - Effective Pandas - A series focused on writing effective and idiomatic Pandas code. (🐍 Python / Data Manipulation with Pandas and Numpy)
• awesome-data-analysis - Effective Pandas - A series focused on writing effective and idiomatic Pandas code. (🐍 Python / Data Manipulation with Pandas)

README

          
# Effective Pandas

![Effective Pandas](cover/modern-pandas-cover.png)

A collection of notebooks behind my [series](http://tomaugspurger.github.io/modern-1-intro.html) on

writing idiomatic pandas.

## Contents

- [Modern Pandas](modern_1_intro.ipynb)

- [Method Chaining](modern_2_method_chaining.ipynb)

- [Indexes](modern_3_indexes.ipynb)

- [Fast Pandas](modern_4_performance.ipynb)

- [Tidy Data](modern_5_tidy.ipynb)

- [Visualization](modern_6_visualization.ipynb)

- [Time Series](modern_7_timeseries.ipynb)

- [Out of Core](modern_8_out_of_core.ipynb) (partial)