A market research survey collects data on customer age, gender, and preference for a product (Yes/No). Identify the types of data present in this survey.
- Age: continuous, Gender: nominal, Preference: ordinal
- Age: nominal, Gender: ordinal, Preference: interval
- Age: ordinal, Gender: interval, Preference: ratio
- Age: ratio, Gender: ordinal, Preference: nominal
Age is a continuous data type because it can take on any value within a range. Gender is nominal as it's categorical with no order or priority. Preference is ordinal as it's categorical with a clear order (Yes is preferred to No).
Loading...
Related Quiz
- How does multiple imputation handle missing data?
- _____ plots can give a high-level view of a single continuous variable but may hide details about the distribution.
- What does "aesthetics" in data visualization refer to?
- If missingness depends on unobserved data, the missing data mechanism is usually categorized as __________.
- You have a dataset with a large number of missing values. What strategies can you use to depict this in your data visualization?