Checking if particular value (in cell) is NaN in pandas DataFrame not working using ix or iloc

Try this:

In [107]: pd.isnull(df.iloc[1,0])
Out[107]: True

UPDATE: in a newer Pandas versions use pd.isna():

In [7]: pd.isna(df.iloc[1,0])
Out[7]: True