scipy.stats.nanmedian(array, axis=0) function calculates the median by ignoring the Nan (not a number) values of the array elements along the specified axis of the array.
array : Input array or object having the elements, including Nan values, to calculate the median.
axis : Axis along which the median is to be computed. By default axis = 0
Returns : median of the array elements (ignoring the Nan values) based on the set parameters.
median using nanmedian : 3.0 median without handling nan value : nan
Code #2: With multi-dimensional data
median is : nan median handling nan : 3.0 median is with default axis = 0 : [ nan nan nan] median handling nan with default axis = 0 : [ 3. 6. 6.] median is with default axis = 1 : [ 3. nan nan nan] median handling nan with default axis = 1 : [ 3. 4.5 4.5 4.5]
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