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viper-df

viper is a Python package that provides a simple, expressive way to work with data. It allows you to easily manipulate and transform data using a pipeline syntax similar to that of dplyr.

Cost / License

  • Free
  • Open Source (MIT)

Platforms

  • Mac
  • Windows
  • Linux
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  1.  Data analytics
  2.  Data science

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  •  3 Open Issues
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What is viper-df?

viper is a Python package that provides a simple, expressive way to work with data. It allows you to easily manipulate and transform data using a pipeline syntax similar to that of dplyr.

Pipelining your DataFrame manipulation operations offers several benefits:

  • improved code readability (no need to 'comment the what')
  • no need to save intermediate dataframes
  • ability to chain a long sequence of operations in a single command
  • thinking of coding as a series of transformations between the input and the desired output can improve the design and make it less coupled