Pandas fillna with mode

Fill na with mode and mean python

cateogry_columns=df.select_dtypes(include=['object']).columns.tolist()
integer_columns=df.select_dtypes(include=['int64','float64']).columns.tolist()

for column in df:
    if df[column].isnull().any():
        if(column in cateogry_columns):
            df[column]=df[column].fillna(df[column].mode()[0])
        else:
            df[column]=df[column].fillna(df[column].mean)

Python fillna with mode

data['Native Country'] = data['Native Country'].fillna(data['Native Country'].mode()[0])

Source: stackoverflow.com

Dataframe fillna with 0

df['column'] = df['column'].fillna(0)

Pandas fillna with mode

data['Native Country'].fillna(data['Native Country'].mode()[0], inplace=True)

Source: stackoverflow.com

Similar codes

1 vote198 views1 answer
Print even numbers in python
Python
5 votes181 views1 answer
How to get a dataframe column as a list
Python
0 vote163 views1 answer
Python format method align center
Python
0 vote165 views1 answer
Python get github file content
Python
1 vote162 views1 answer
ModuleNotFoundError: No module named 'rospkg'
Python
0 vote180 views1 answer
Add space before and after string python
Python
1 vote163 views1 answer
Oppsite of abs() python
Python
0 vote165 views1 answer
How to use for loop to take n number of input in python
Python
0 vote172 views1 answer
Python coule nod import the module virtualenvwrapper.hook_loader
Python
4 votes200 views3 answers
Round down decimal python
Python