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fillna with mean pandas

By Clumsy ChinchillaClumsy Chinchilla on Apr 22, 2021 
sub2['income'].fillna((sub2['income'].mean()), inplace=True)

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dataframe fillna with 0

By Open OpossumOpen Opossum on Jan 21, 2021 
df['column'] = df['column'].fillna(0)

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python pandas fillna

By Powerful PenguinPowerful Penguin on Apr 14, 2021 
# importing pandas module
import pandas as pd  
# making data frame from csv file
nba = pd.read_csv("nba.csv")
  
# replacing na values in college with No college
nba["College"].fillna("No College", inplace = True)
# OR
nba.College.fillna("No College", inplace = True)
  
print(nba)

Source: www.geeksforgeeks.org

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fillna pandas inplace

By Lazy LyrebirdLazy Lyrebird on Mar 07, 2021 
When inplace = True , the data is modified in place, which means it will return nothing and the dataframe is now updated. When inplace = False , which is the default, then the operation is performed and it returns a copy of the object. You then need to save it to something.

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DataFrame.fillna

By Lonely LeopardLonely Leopard on Mar 21, 2020 
>>> df.fillna(0)
    A   B   C   D
0   0.0 2.0 0.0 0
1   3.0 4.0 0.0 1
2   0.0 0.0 0.0 5
3   0.0 3.0 0.0 4

Source: pandas.pydata.org

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