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Question: A survey handed out to individuals at a major shopping mall in a small Florida city in July asked the following:

• gender

• age

• ethnicity

• length of residency

• overall satisfaction with city services (using a scale of 1-5, going from poor to excellent)

• quality of schools (using a scale of 1-5, going from poor to excellent)

What types of data (categorical, ordinal, interval, or ratio) would each of the survey items represent and why?

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