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pythonpandasnullnanseries

Pandas - check if ALL values are NaN in Series

I have a data series which looks like this:

print mydf

id_L1
2       NaN
3       NaN
4       NaN
5       NaN
6       NaN
7       NaN
8       NaN

I would like to check if all the values are NaN.

My attempt:

pd.isnull(mydf).all()

Output:

True

Is this the correct way to do it?

Solution

  • Yes, that's correct, but I think a more idiomatic way would be:

    mys.isnull().all()