To interpret the data in the two-way table using marginal relative frequency, you'll want to calculate the relative frequencies for each category (weekdays and weekends) as well as for each purpose (pick-up, which is implied to be a service offered).
Given the total visits:
- Weekday total: 25 + 12 + 37 = 74
- Weekend total: 17 + 45 + 62 = 124
- Overall total: 42 + 57 + 99 = 198
To calculate the marginal relative frequencies:
-
For Weekday Visits:
- Pick-up: 25/198 ≈ 0.126 (12.6%)
- Other purposes: 12 + 37 / 198 = 49/198 ≈ 0.247 (24.7%)
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For Weekend Visits:
- Pick-up: 17/198 ≈ 0.086 (8.6%)
- Other purposes: 45 + 62 / 198 = 107/198 ≈ 0.541 (54.1%)
From the marginal relative frequencies, we can derive that a higher percentage of people visit the library for purposes other than pick-up, both on weekdays and weekends.
Among the options provided, based on the calculated percentages:
- The statement "The pick-up service is not very popular at this library." aligns best with the data, as we can see that pick-up visits constitute a minority of the total visits, particularly on weekends.
So, the interpretation supported by the data is: The pick-up service is not very popular at this library.