Web Reference: The main "symptom" of that is that, if you perform, say, an average or a sum on an array containing NaN, even a single one, you get NaN as a result... In the other hand, you cannot perform mathematical operations using None as operand. Aug 26, 2025 · In this informative video, we'll explain the differences between None and NaN in pandas, a popular library for data analysis. We'll start by defining what None and NaN are, and how they... To detect these missing value, use the isna() or notna() methods. isna() or notna() will also consider None a missing value. Equality comparisons between np.nan, NaT, and NA do not act like None.
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