A package to enhance common day to day tasks in the life of a data scientist

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Project description

This contains following five sets of features. Each of these sets of features are explained in accompanying notebooks.

1) Plotting: This is main feature. A light weight plotting package build on top of pandas plot and fully compatible with matplotlib

https://github.com/maddytae/pytae/blob/master/src/plotter.ipynb

2) Filtering: qry()

https://github.com/maddytae/pytae/blob/master/src/qry.ipynb

3) Selection: select()

https://github.com/maddytae/pytae/blob/master/src/select.ipynb

4) Transformations: long(), wide()

https://github.com/maddytae/pytae/blob/master/src/shape.ipynb

5) Aggregation: agg_df()

https://github.com/maddytae/pytae/blob/master/src/agg_df.ipynb

6) Utilities: clip(), handle_missing(), cols(), group_x()

https://github.com/maddytae/pytae/blob/master/src/other_utilities.ipynb

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