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Tess is tasked with analyzing a data set with multiple variables with various scales. To reduce the difference in scale in variables, she is following a common process called $q,$ to make the observations unit$-$free.

a$.$ Manhattan distance.

b$.$ Euclidean distance

c$.$ standardizing

d$.$ data mining