A collection of helper for pandas n plots
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:
-
tblutilities for table descriptionsdescribe_df()an alternative version of pandasdescribe()functionpivot_df()gets a pivot table of a 3 column dataframe
-
vizutilities for plotly visualizationsplot_box()auto annotated boxplot w/ violin optionplot_boxes()multiple boxplots (annotation is experimental)plots_bars()a standardized bar plotplot_stacked_bars()shortcut to stacked bars 😄plot_quadrants()quickly show a 2x2 heatmap
dependencies
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