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‘linear’: ignore the index and treat the values as equally spaced. default
‘index’, ‘values’: use the actual numerical values of the index
but the remaining types, for example ‘quadratic’, ‘cubic’, ‘barycentric’, krogh, don't specify whether they assume equal spacing or use the index values.