"Nan" values ​​appear when I run the program. How can I remove them?

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I have added photos for you to understand the problem:
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Adam
Adam 2017-8-15
编辑:Adam 2017-8-15
What do you mean by 'destroy'? Like I said, data has a structure. Your data is in a 2d structure. If you simply remove all the NaNs it will collapse to 1d and lose all its structure. Youre data appears to be ~90% NaNs though which is a little suspicious!
John D'Errico
John D'Errico 2017-8-15
NaNs are the result of an indeterminate operation. So you did something where the computer did not have a valid result to place there.
Essentially, it is best if you show how the NaNs were created. Then you can "remove" them by not creating them in the first place.

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