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Editorial Team
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Editorial Team
Asked: June 13, 20262026-06-13T09:26:53+00:00 2026-06-13T09:26:53+00:00

Python 2.7.3 (default, Aug 1 2012, 05:14:39) [GCC 4.6.3] on linux2 Type help, copyright,

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Python 2.7.3 (default, Aug  1 2012, 05:14:39) 
[GCC 4.6.3] on linux2
Type "help", "copyright", "credits" or "license" for more information.
>>> x = float('nan')
>>> id(x) == id(x)
True
>>> x == x
False

I’m interested in how nan != nan in python. And just to clarify, I know nan is supposed to behave like that by definition, I’m asking about how not about why. Where is that implemented? Is there any other object which behaves like that?

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  1. Editorial Team
    Editorial Team
    2026-06-13T09:26:54+00:00Added an answer on June 13, 2026 at 9:26 am

    For the “where” part of your questions, look starting at line 391 in Objects/floatobject.c in the Python 2.7.3 source tree. A brief discussion is given about the behavior of NaN == NaN with the implementation following.

    With respect to other cases that exhibit similar behavior, it is certainly possible. I have not done an exhaustive search of the libraries however, so I can’t give a definitive answer.

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