A collection of helper for pandas n plots

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  • License: MIT License (Copyright 2024 smeisegeier Permission is hereby granted, free of charge, to any person obtaining a ...)
  • Author: smeisegeier
  • Tags tables , pivot , plotly
  • Requires: Python >=3.10
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Project description

pandas-plots

quickstart

pip install pandas-plots -U

import pandas_plots as pp
pp.pandas.describe_df()

why use pandas-plots

pandas-plots is a package to help you examine and visualize data that are organized in a pandas DataFrame. It provides a high level api to pandas / plotly with some selected functions.

It is subdivided into:

  • tbl utilities for table descriptions

    • describe_df() an alternative version of pandas describe() function
    • pivot_df() gets a pivot table of a 3 column dataframe

  • viz utilities for plotly visualizations

    • plot_box() auto annotated boxplot w/ violin option
    • plot_boxes() multiple boxplots (annotation is experimental)
    • plots_bars() a standardized bar plot
    • plot_stacked_bars() shortcut to stacked bars 😄
    • plot_quadrants() quickly show a 2x2 heatmap

dependencies

Project details

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Avatar for smeisegeier from gravatar.com smeisegeier

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Project links
Meta
  • License: MIT License (Copyright 2024 smeisegeier Permission is hereby granted, free of charge, to any person obtaining a ...)
  • Author: smeisegeier
  • Tags tables , pivot , plotly
  • Requires: Python >=3.10
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1.3.0

1.2.16

1.2.15

1.2.14

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0.0.2

0.0.1

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