https://github.com/takluyver/pandawash

Magic commands to quickly & transparently clean up data
https://github.com/takluyver/pandawash

Last synced: about 2 months ago
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Magic commands to quickly & transparently clean up data

• Host: GitHub
• URL: https://github.com/takluyver/pandawash
• Owner: takluyver
• Created: 2014-04-21T00:11:37.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2014-04-21T05:28:09.000Z (over 10 years ago)
• Last Synced: 2024-10-11T19:19:23.423Z (3 months ago)
• Language: Python
• Homepage:
• Size: 137 KB
• Stars: 9
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.rst

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README

        
Magic commands to clean up pandas series

This IPython extension makes it easy to clean up data in a pandas DataFrame,

while preserving a clear record of what you've done. It inserts template code

into your notebook, which you can quickly modify to clean up data.

Installation::

    %install_ext https://github.com/takluyver/pandawash/raw/master/pandawash.py

Use::

    %load_ext pandawash

    %groupcol df['colname']

    %numcol df['colname'] numtype

    %boundscheckcol df['colname'] min-max

    %regexcol df['colname'] pattern

See the `Demo notebook `_ for examples.