All possible combinations of three columns
I am not able to do it with itertools.combinations or itertools.permutations.
Input dataframe :
a b c
1 101 1001
2 102 1002
3 103 1003
Expected dataframe :
a b c
1 101 1001
1 101 1002
1 101 1003
1 102 1001
1 102 1002
1 102 1003
1 103 1001
1 103 1002
1 103 1003
2 101 1001
2 101 1002
2 101 1003
2 102 1001
2 102 1002
2 102 1003
2 103 1001
2 103 1002
2 103 1003
3 101 1001
3 101 1002
3 101 1003
3 102 1001
3 102 1002
3 102 1003
3 103 1001
3 103 1002
3 103 1003
Use itertools.product
:
from itertools import product
#all columns
df = pd.DataFrame(list(product(*df.values.T)))
#if you need to specify columns
#df = pd.DataFrame(list(product(*[df.a, df.b, df.c])))
print (df)
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