Pandas Fillna Mode

Question

I have a data set in which there is a column known as Native Country which contain around 30000 records. Some are missing represented by NaN so I thoug

Answer 1

You can get the number 'mode' or any another strategy

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

or in one line like this

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