pandas对指定列进行填充的方法
(编辑:jimmy 日期: 2024/11/6 浏览:3 次 )
实例如下所示:
> import pandas as pd > import numpy as np > ts1 = [0, 1, np.nan, np.nan, np.nan, np.nan] > ts2 = [0, 2, np.nan, 3, np.nan, np.nan] > d = {'X': ts1, 'Y': ts2, 'Z': ts2} > df = pd.DataFrame(data=d) > df X Y Z 0 0.0 0.0 0.0 1 1.0 2.0 2.0 2 NaN NaN NaN 3 NaN 3.0 3.0 4 NaN NaN NaN 5 NaN NaN NaN > col =['X','Y'] > df[col] = df[col].ffill() > df X Y Z 0 0.0 0.0 0.0 1 1.0 2.0 2.0 2 1.0 2.0 NaN 3 1.0 3.0 3.0 4 1.0 3.0 NaN 5 1.0 3.0 NaN >
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