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Created February 22, 2020 04:19
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notes.md

Notes

Calculate the ratio of male grouped by occupation

occupation_grouped = users.groupby('occupation')

# Get back a multiindex pandas' Series containing ratio 
# for each gender in each occupation
gender_ratio = occupation_grouped.value_counts(normalize=True)

# we can then unpack the Series to get back a dataframe
# then get the Male column
gender_ratio.unpack()['M']
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