How to make a grouped bar chart from a Pandas DataFrame

Question

How can I use pyplot to plot this dataframe:

          Team   Boys  Girls
0        Sharks    5       5
1         Lions    3       7

data = {'Team': ['Sharks', 'Lions'], 'Boys': [5, 5], 'Girls': [5, 6] }
df = pd.DataFrame(data)

so that I can end up with something like this where there are two bars per team that denote the boys/girls.

It seems to be a messy process with pyplot, so if there is an easier way I am all ears.

I found that duplicate question by typing `[python] grouped bar` into the search bar and clicking the first result — Paul H, Mar 11 '21 at 20:31

score 1 · Accepted Answer · answered Mar 11 '21 at 20:31

1

You can use pandas.DataFrame.plot.bar with rot=0 to rotate the xticks

df.set_index('Team').plot.bar(rot = 0)
plt.show()

answered Mar 11 '21 at 20:31

Pablo C

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How to make a grouped bar chart from a Pandas DataFrame

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