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Pandas DataFrame bfill() Method

❮ DataFrame Reference


Replace NULL values with the values from the next row:

In this example we use a .csv file called data.csv

import pandas as pd

df = pd.read_csv('data.csv')

newdf = df.bfill()
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Definition and Usage

The bfill() method replaces the NULL values with the values from the next row (or next column, if the axis parameter is set to 'columns').


dataframe.bfill(axis, inplace, limit, downcast)


The axis, method, axis, inplace, limit, downcast parameters are keyword arguments.

Parameter Value Description
axis 0
Optional, default 0. The axis to fill the NULL values along
inplace True
Optional, default False. If True: the replacing is done on the current DataFrame. If False: returns a copy where the replacing is done.
limit Number
Optional, default None. Specifies the maximum number of NULL values to fill
downcast Dictionary
Optional, a dictionary of values to fill for specific data types

Return Value

A DataFrame with the result, or None if the inplace parameter is set to True.

❮ DataFrame Reference