I have a df
which follows this structure:
value value_1
index_1 abc 300
abc 235
abc 359
abc 167
index_2 def 64
def 641
index_3 ghi 12
index_4 jkl 1
jkl 10
I am trying to add another column count
which is the count of value
per each index
so that the df
would look like this:
value value_1 count
index_1 abc 300 4
abc 235 4
abc 359 4
abc 167 4
index_2 def 64 2
def 641 2
index_3 ghi 12 1
index_4 jkl 1 2
jkl 10 2
I tried:
df.groupby(level=0).count()['value']
Which returns the series of the counts I, but when I add it to df
it all nan
df['count'] = df.groupby(level=0).count()['value']
value value_1 count
index_1 abc 300 nan
abc 235 nan
abc 359 nan
abc 167 nan
index_2 def 64 nan
def 641 nan
index_3 ghi 12 nan
index_4 jkl 1 nan
jkl 10 nan
Where is my mistake?