If Else Pandas
import numpy as np
import pandas as pd
df = pd.DataFrame({
'maths' : [80, 89, 90, 20],
'science' : [40, 50, 90, 100],
'language' : [20, 30, 90, 95]
})
df
maths | science | language | |
---|---|---|---|
0 | 80 | 40 | 20 |
1 | 89 | 50 | 30 |
2 | 90 | 90 | 90 |
3 | 20 | 100 | 95 |
df.loc[df.maths > 50, 'maths_1'] = 90
df
maths | science | language | maths_1 | |
---|---|---|---|---|
0 | 80 | 40 | 20 | 90.0 |
1 | 89 | 50 | 30 | 90.0 |
2 | 90 | 90 | 90 | 90.0 |
3 | 20 | 100 | 95 | NaN |