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A survey handed out to individuals at a major shopping mall in a small Florida city in July asked for the information below. - Gender - Age - Ethnicity - Length of residency - Overall satisfaction with city services (using a scale of 15, ranging from poor to excellent) - Quality of schools (using a scale of 15, ranging from poor to excellent) What types of data (categorical, ordinal, interval, or ratio) do each of the survey items represent and why? Variables Classication Reasoning Gender Ordinal Can be ordered or ranked with constant differences between observations and an arbitrary zero point. Age Ratio Can be ordered or ranked according to some relationship. Ethnicity Categorical V Length of residency Ratio Are continuous and have a natural zero oint. Overall satisfaction Ordinal p Uses categories with specied characteristics. Quality of schools Ordinal Can be ordered or ranked with constant differences between observations and an arbitrary zero point. Can be ordered or ranked according to some relationship