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The answer is experienced to understand the content and sentiment of consumer e-mails, directing service teams to prioritize those that are most appropriate and urgent.It lets us to reduce the dimension in the data without having A lot reduction of data. PCA lessens the dimension by finding a number of orthogonal linear combos (principal elements)