pandaSuit 1.2.15

pandas extension for DataFrame manipulation, statistics, and visualization

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 pandaSuit.DF class inherits from pandas.DataFrame, so a pandaSuit DF object can be treated as a pandas DataFrame. The additional features merely augment the core pandas DataFrame, or dress it up. Hence, a panda in a suit.

How to install - PyPI

pip install pandaSuit

Dependencies

• pandas >=1.3.4
• scikit-learn >=1.0.1
• matplotlib >=3.5.1

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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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Visualization

Create plots from DF objects

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Make dashboards with multiple plots

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Add new plots to a dashboard

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