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I'm trying to create a bar chart with multiple columns in a dataframe. My dataframe looks something like this.

Age      Index 1     Index 2     Index 3     Index 4
18-30    20.000000  0.000000    0.000000    5.000000    
31-40    27.807487  6.746195    2.694364    1.069519    
41-50    45.499022  6.849315    1.663405    3.228963    
51-60    41.176471  0.000000    0.000000    11.764706

Desired output Chart

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  • What have you tried so far?? Commented Jun 17, 2020 at 10:05

1 Answer 1

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Create index by Age column (if necessary), then rename columns and last use DataFrame.plot.bar:

d = {'Index 1':'Payment', 'Index 2':'Gender Focus', 
     'Index 3':'H&S General', 'Index 4': 'H&S Covid 19'}
df.set_index('Age').rename(columns=d).plot.bar()
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