Plotting values normalised

Question

I would like to visualise the percentage on the y-axis instead of values:

Date             Label
2020-12-01         1
2020-12-01         1
2020-12-01         1
2020-12-01         1
2020-12-03         1
2020-12-03         1
2020-12-04         1
2020-12-05         1

in order to have normalised values. Could you please tell me how I can do that?

David Erickson · Accepted Answer · 2021-01-02 04:21:57Z

1

You can pass normalize=True to value_counts and plot it:

df['Date'] = pd.to_datetime(df['Date']).dt.date
df['Date'].value_counts(normalize=True).plot(kind='bar')

answered Jan 2, 2021 at 4:21

David Erickson

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