How to plot a combined histogram in python?

Question

I have the following data as example

Names   Static  Dynamic
La  0.1 0.7
Li  0.2 0.02
Sa  0.3 0.044
Pa  0.4 0.444
D   0.7 0.1

my desire is to draw a combined histogram like this one

any help will be much appreciated

yatu · Accepted Answer · 2020-07-03 16:29:56Z

2

You can pd.melt setting Names as id_vars and use seaborn's sns.catplot:

import pandas as pd
import seaborn as sns

sns.catplot(data=(pd.melt(df, id_vars='Names')
                    .rename(columns={'variable':'x-axis', 'value':'y-axis'})),
            x='x-axis', 
            y='y-axis', 
            hue='Names', 
            kind='bar',
            height=6,
            aspect=1.5)

edited Jul 3, 2020 at 16:29

answered Jul 3, 2020 at 11:46

yatu

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5 Comments

TinaTz Over a year ago

Fantastic @yatu, Thank you

TinaTz Over a year ago

i got good results, but i am trying to change the names of the x and y axes it gives me errors

TinaTz Over a year ago

how to do that?

yatu Over a year ago

Updated @christina

TinaTz Over a year ago

Thank you a lot @yatu, Very useful answer

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