pandaSuit 1.1.9

pandas extension for DataFrame manipulation, statistics, and plotting

pandaSuit

Extension of the pandas 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 thrown 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, hence a panda in a suit.

How to install - PyPI

pip install pandaSuit

Dependencies

• pandas >=1.3.4
• scikit-learn >=1.0.1

Examples

Querying

Query DF object by column name

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Or by index, possibly for rows and columns

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Equivalent to existing pandas functionality

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Manipulation

Update values at specific locations

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Undo changes made to DF object

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