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East West Airlines Cluster Analysis Essay Preview: East West Airlines Cluster Analysis Report this essay East West Airlines Cluster Analysis Do you need to normalize the data before applying any clustering technique? Why or why not? Yes, we need to normalize the data before applying any data. The reason is scale will be biased while calculating.