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Clean excel data | Marketing homework help

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Clean excel data in attached file named BUHI Customer Data. The U.S. demographics data will help you replace missing cells within the customer data. 

  • Interpolate missing data using the estimated values from the U.S. demographics dataset based on the customers’ zip codes
  • Remove extreme outliers
  • Correct incorrect value formats (e.g., age = “twelve” instead of 12)
  • Remove impossible values (e.g., age = 203)
  • Identify categories from granular data (e.g., determine the state to which a zip code belongs)
  • Identify problem data with complex problems (e.g., the state is Montana, but the country is Canada; the purchase was $100, but the item is a new car; one column says the gender is female, but another says it is male)

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