pandaSuit-1.2.3.tar.gz

# pandaSuit <img align="right" alt="Panda in a Suit" height="138" width="96" src="https://github.com/AnthonyRaimondo/pandaSuit/raw/main/static/logo/pandaSuit-mini.ico?raw=true" title="Panda in a Suit" /> Extension of the [pandas](https://github.com/pandas-dev/pandas#what-is-it) library to encapsulate some of the most used methods of querying and manipulating DataFrames. Also featuring reversible DataFrame operations, creation of plot and dashboard objects, and methods for producing regression models. The underlying data structure of a pandaSuit DF object is a pandas DataFrame. An AttributeError raised while using a pandaSuit DF will fall back to \_\_setattr\_\_ or \_\_getattribute\_\_ on this underlying DataFrame, so a pandaSuit DF object can be treated as a pandas DataFrame. The additional features merely augment the core pandas DataFrame, or dresses it up. Hence, a _panda in a suit_. ## How to install - [PyPI](https://pypi.org/project/pandaSuit/) ```pip install pandaSuit``` ## Dependencies * [pandas](https://github.com/pandas-dev/pandas#where-to-get-it) >=1.3.4 * [scikit-learn](https://github.com/scikit-learn/scikit-learn#user-installation) >=1.0.1 * [matplotlib](https://github.com/matplotlib/matplotlib#install) >=3.5.1 ____________________________________________________________________________________________________ ## Examples ### _Querying_ __Query DF object by column name__ <img alt="select-by-column-name" width="700" src="https://github.com/AnthonyRaimondo/pandaSuit/raw/main/static/examples/select-by-column-name.PNG?raw=true" title="select-by-column-name" /> ____________________________________________________________________________________________________ __Or by index, possibly for rows and columns__ <img alt="select-by-index" width="700" src="https://github.com/AnthonyRaimondo/pandaSuit/raw/main/static/examples/select-by-index.PNG?raw=true" title="select-by-index" /> ____________________________________________________________________________________________________ __Equivalent to existing pandas functionality__ <img alt="use-core-pandas-methods" width="700" src="https://github.com/AnthonyRaimondo/pandaSuit/raw/main/static/examples/use-core-pandas-methods.PNG?raw=true" title="use-core-pandas-methods" /> ____________________________________________________________________________________________________ # ### _Manipulation_ __Update values at specific locations__ <img alt="update-specific-location" width="700" src="https://github.com/AnthonyRaimondo/pandaSuit/raw/main/static/examples/update-specific-location.PNG?raw=true" title="update-specific-location" /> ____________________________________________________________________________________________________ __Undo changes made to DF object__ <img alt="undo-DF-manipulation" width="700" src="https://github.com/AnthonyRaimondo/pandaSuit/raw/main/static/examples/undo-DF-manipulation.PNG?raw=true" title="undo-DF-manipulation" /> ____________________________________________________________________________________________________