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Pandas DF counter

Time:12-26

I have a pandas df

A B
1 Asd
1 Thy
1 fhj
2 khh
2 ytr
3 hgj

I want to have a counter column c based on the grouped values of A. Expected Output:

A B C
1 Asd 1
1 Thy 2
1 fhj 3
2 khh 1
2 ytr 2
3 hgj 1

Sample output provided

CodePudding user response:

You can use .groupby .cumcount:

df["C"] = df.groupby("A").cumcount()   1
print(df)

Prints:

   A    B  C
0  1  Asd  1
1  1  Thy  2
2  1  fhj  3
3  2  khh  1
4  2  ytr  2
5  3  hgj  1
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