I know pandas has a get_dummies() function. What i'm trying to do is not just put a 1/0 value to it but to use the values from another column for it.
I have the following example:
Id A B
1 a 1
2 a 2
3 b 3
4 b 4
5 b 5
6 c 6
I want to turn this into:
ID A_a A_b A_c
1 1 0 0
2 2 0 0
3 0 3 0
4 0 4 0
5 0 5 0
6 0 0 6
Where the values for the dummary variables are from column B. ID is short for identification.
You can get_dummies
for column 'A' and multiply
column B:
pd.get_dummies(df['A'],prefix='A').mul(df['B'],axis=0)
A_a A_b A_c
Id
1 1 0 0
2 2 0 0
3 0 3 0
4 0 4 0
5 0 5 0
6 0 0 6
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