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For aggregating and visualizing variance, unique values and percent of missing values of features in any dataset.

Project description

About The Project

This is a small Python Function that allows you to see the variance, percentage of missing values and unique values within a dataset.

pip install quickpt

from quickpt.quickpt import quickpt
quickpt(df, graph=None, encode=True, width=800, height=400)

More information on the project

Contributing

Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are greatly appreciated.

  1. Fork the Project
  2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
  3. Commit your Changes (git commit -m 'Add some AmazingFeature')
  4. Push to the Branch (git push origin feature/AmazingFeature)
  5. Open a Pull Request

Change Log

0.0.1 (06/02/22)

  • First Release 0.0.2 (06/02/22)
  • Update Readme and GitHub Link 0.0.3 (06/02/22)
  • testing until working 0.0.4 (06/02/22)
  • testing until working 0.0.5 (06/02/22)
  • Set encoder default to False 0.0.6 (06/02/22)
  • added width and height parameters for graph visualization 0.0.7 (06/03/22)
  • fixed variance calculation

Project details


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Source Distribution

quickpt-0.0.7.tar.gz (4.4 kB view hashes)

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