Pandas percentage by value in a column
问题 I want to get a percentage of a particular value in a df column. Say I have a df with (col1, col2 , col3, gender) gender column has values of M or F. I want to get the percentage of M and F values in the df. I have tried this, which gives me the number M and F instances, but I want these as a percentage of the total number of values in the df. df.groupby('gender').size() Can someone help? 回答1: Use value_counts with normalize=True : df['gender'].value_counts(normalize=True) * 100 回答2: If you