how do you filter pandas dataframes by multiple columns

 Using & operator, don't forget to wrap the sub-statements with ():

males = df[(df[Gender]=='Male') & (df[Year]==2014)]

from : https://stackoverflow.com/questions/22086116/how-do-you-filter-pandas-dataframes-by-multiple-columns