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Scales used to express measurements. Usually ratio, interval, ordinal or nominal types of scales are recognized. Dichotomous and count types are sometimes seen as their own. Other classifications exist. [For "scale" as a sum of individual items in psychometry - see also tag 'psychometrics'.]
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Scaling array magnitude between a range
I believe this is what you are looking for:
ymin = min(y1 + y2 + y3)
ymax = max(y1 + y2 + y3)
def scale_magnitude_array(x, ymin, ymax):
x = np.array(x)
return (x - ymin) / (ymax - ymin)
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