fill_na_operator¶
Fill NaN values for one or more dataframes
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class
tasrif.processing_pipeline.pandas.fill_na_operator.FillNAOperator(**kwargs)¶ Examples
>>> import pandas as pd >>> import numpy as np >>> >>> from tasrif.processing_pipeline.pandas import FillNAOperator >>> >>> df = pd.DataFrame({"name": ['Alfred', 'juli', 'Tom', 'Ali'], ... "height": [np.nan, 155, 159, 165], ... "born": [pd.NaT, pd.Timestamp("2010-04-25"), pd.NaT, >>> >>> >>> operator = FillNAOperator(axis=0, value='laptop') >>> df = operator.process(df)[0] >>> df name height born 0 Alfred laptop laptop 1 juli 155 2010-04-25 00:00:00 2 Tom 159 laptop 3 Ali 165 laptop
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__init__(**kwargs)¶ Initializes the operator
- Parameters
**kwargs – key word arguments passed to pandas DataFrame.dropna method
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