pandas reset_index after groupby.value_counts() pandas reset_index after groupby.value_counts() python python

pandas reset_index after groupby.value_counts()


You need parameter name in reset_index, because Series name is same as name of one of levels of MultiIndex:

df_grouped.reset_index(name='count')

Another solution is rename Series name:

print (df_grouped.rename('count').reset_index())   A  Amt  count0  1   30      41  1   20      32  1   40      23  2   40      34  2   10      2

More common solution instead value_counts is aggregate size:

df_grouped1 =  dftest.groupby(['A','Amt']).size().reset_index(name='count')print (df_grouped1)   A  Amt  count0  1   20      31  1   30      42  1   40      23  2   10      24  2   40      3