caieroremove all nan from dataframe code example
Example 1: delete nans in df python
df[~np.isnan(df)]
Example 2: when converting from dataframe to list delete nan values
a = [[y for y in x if pd.notna(y)] for x in df.values.tolist()]
print (a)
[['str', 'aad', 'asd'], ['ddd'], ['xyz', 'abc'], ['btc', 'trz', 'abd']]