scipy.stats.trimboth (a, proportional cut, axis = 0) function cuts off part of the elements in the array from both ends.
Parameters:
arr: [array_like] Input array or object to trim.
axis: Axis along which the mean is to be computed. By default axis = 0.
proportiontocut: Proportion (in range 0-1) of data to trim of each end.Results: trimmed array elements from both the ends in the given proportion.
Code # 1: Work
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Output:
arr1: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] clipped arr1: [3 4 5 6] clipped arr1: [1 3 2 4 5 6 7 8]
Code # 2:
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Output:
arr1: [[0, 12, 21, 3, 14], [53, 16, 37, 85, 39]] clipped arr1: [ [0 12 21 3 14] [53 16 37 85 39]] clipped arr1: [[0 12 21 3 14] [53 16 37 85 39]] cli pped arr1: [[0 3 12 14 21] [16 37 39 53 85]] clipped arr1: [[0 12 21 3 14] [53 16 37 85 39]]