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python pandas convert nan to 0

pandas.DataFrame.fillna(0)
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python zeros to nan

a[a==0] = np.nan
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turn 0 into nan python

>>> a = np.arange(3.0)
>>> a
array([ 0.,  1.,  2.])
>>> a[a==0]
array([ 0.])
>>> a[a==0] = np.nan
>>> a
array([ nan,   1.,   2.])
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