python pandas remove nan code example

Example 1: remove nan from list python

cleanedList = [x for x in countries if str(x) != 'nan']

Example 2: dropping nan in pandas dataframe

df.dropna(subset=['name', 'born'])

Example 3: drop column with nan values

fish_frame = fish_frame.dropna(axis = 1, how = 'all')