how to filter nan values in csv with pandas code example

Example 1: pandas filter non nan

filtered_df = df[df['name'].notnull()]

Example 2: how to filter out all NaN values in pandas df

#return a subset of the dataframe where the column name value != NaN 
df.loc[df['column name'].isnull() == False]