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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2.6.6

2.6.5

2.6.4

2.6.3

This version

2.6.2

2.6.1

2.6.0

2.5.9

2.5.8

2.5.7

2.5.6

2.5.5

2.5.4

2.5.3

2.5.2

2.5.1

2.5.0

2.4.8

2.4.7

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2.4.5

2.4.4

2.4.3

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2.4.1

2.4.0

2.3.6

2.3.5

2.3.4

2.3.3

2.3.2

2.3.1

2.3.0

2.2.9

2.2.8

2.2.7

2.2.6

2.2.5

2.2.4

2.2.3

2.2.2

2.2.0

2.1.5

2.1.4

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2.1.1

2.1.0

2.0.8

2.0.7

2.0.6

2.0.5

2.0.4

2.0.3

2.0.2

2.0.1

2.0.0

1.0.5

1.0.4

1.0.2

1.0.0

0.0.9

0.0.8

0.0.7

0.0.6

0.0.5

0.0.4

0.0.3

0.0.2

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