Which is unnecessary data for elmos analysis, Marketing Management

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Which is unnecessary data for elmos analysis

Problem

Elmo Larsen operates a business selling and fitting tyres. Elmo performs predictive analytics on his customer data, along with seasonal road usage data to determine expected activity levels for the upcoming year. Which is unnecessary data for Elmo's analysis?

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