Awesome

Welcome to PySumaries documentation!

PySummaries is a Python package to easily produce table summarizations from pandas dataframes.

For more detailed information, please look at the documentation

Installation

You can install the package with pip:

pip install pysummaries

QuickStart

Let's say we have a dataframe with some data we want to summarize. Let's take a look at the data:

import pandas as pd
from IPython.display import display, Markdown

from pysummaries import get_table_summary, get_sample_data

df = get_sample_data()
display(df)

Now, let's do a table one stratifying by group

We can use two backends for the html representation: a pysummaries native representation, and one using the popular great_tables package

Let's start first with the PySummaries native backend:

summary_table = get_table_summary(df, strata='group', backend='native')  
display(summary_table)

And now, let's try the great tables backend!

summary_table = get_table_summary_gt(df, strata='group', backend='gt')  
display(summary_table)

You can customize your tables! For this and more options, please look at the documentation