retrun a Series, to get row counts per group is by calling .size() :
df.groupby(['col_name']).size()
retrun a DataFrame (instead of a Series) :
df.groupby(['col_name']).size().reset_index(name='counts')
Ref: stackoverflow: Get statistics for each group (such as count, mean, etc) using pandas GroupBy?
