pandas extension for DataFrame manipulation, statistics, and visualization
Project description
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
Examples
Querying
Query DF object by column name
Or by index, possibly for rows and columns
Equivalent to existing pandas functionality
Manipulation
Update values at specific locations
Undo changes made to DF object
Visualization
Create plots from DF objects
Make dashboards with multiple plots
Add new plots to a dashboard
Project details
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