Python Pandas statsmodels.graphics mosaic plot except for contingency table data?

Question

How do I produce a mosaic plot in Python with contingency table data? I have a Pandas DataFrame like so:

import from statsmodels.graphics.mosaicplot import mosaic
pd.DataFrame(df.groupby(['device_type', 'failure'])['device'].nunique() / df['device'].nunique())

                  device
device_type failure 
S           0   0.453379
            1   0.035928
W           0   0.359281
            1   0.035928
Z           0   0.187340
            1   0.018820

I have seen simple toy examples that produce mosaics using mosaic from statsmodels.graphics when fed a Pandas DataFrame with two columns specified. However, in this case, I do not have just 2 columns of data but rather a contingency table.

Additionally, is there a prettier mosaic() elsewhere for Python? I tried looking for one without luck.

question from:https://stackoverflow.com/questions/65949461/python-pandas-statsmodels-graphics-mosaic-plot-except-for-contingency-table-data

Answer 1

Waitting for answers