how to remove nan values from numpy array code example

Example 1: remove nan from list python

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

Example 2: how to delete nan values in python

x = x[~numpy.isnan(x)]

Example 3: python remove nan rows

df = df[df['my_var'].notna()]

Example 4: remove nans and infs python

df.replace([np.inf, -np.inf], np.nan).dropna(axis=1)