“PANDAS Hapus outlier untuk beberapa kolom” Kode Jawaban

PANDAS Hapus outlier untuk beberapa kolom

def cap_data(df):
    for col in df.columns:
        print("capping the ",col)
        if (((df[col].dtype)=='float64') | ((df[col].dtype)=='int64')):
            percentiles = df[col].quantile([0.01,0.99]).values
            df[col][df[col] <= percentiles[0]] = percentiles[0]
            df[col][df[col] >= percentiles[1]] = percentiles[1]
        else:
            df[col]=df[col]
    return df

final_df=cap_data(df)