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rkdgusrn1212/imputation.py

Last active May 31, 2022 11:06
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Missing Values : 2) Imputation
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imputation.py
import pandas as pd
from sklearn.impute import SimpleImputer
data = pd.DataFrame()
imputer = SimpleImputer()
imputed_data = pd.DataFrame(imputer.fit_transform(data)) #imputed 된 dataframe, column이름도 index로 치환됨...
imputed_data.columns = data.columns #바뀐 column이름들 다시 넣어주기
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