Created
March 16, 2020 09:58
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# Ordinal features | |
for i in ['BsmtCond','BsmtQual']: | |
train[i].replace(['Ex','Gd','TA','Fa','Po',np.nan],[5,4,3,2,1,0],inplace=True) | |
train['BsmtExposure'].replace(['Gd','Av','Mn','No',np.nan],[4,3,2,1,0],inplace=True) | |
for i in ['BsmtFinType1','BsmtFinType2']: | |
train[i].replace(['GLQ','ALQ','BLQ','Rec','LwQ','Unf',np.nan],[6,5,4,3,2,1,0],inplace=True) | |
# Numerical features | |
for i in ['BsmtHalfBath','BsmtFullBath','BsmtFinSF1','BsmtFinSF2','BsmtUnfSF','TotalBsmtSF']: | |
train[i].fillna(0,inplace=True) |
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