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Analyze the following dataset using SPSS. Write down the specific test you run, explain why you choose to use that test, copy and paste the test result table generated by SPSS to the exam, report the test result using the standard statement. (20 points)

“A researcher is studying social media usage by high school students. The researcher recruited 16 high school freshmen and 16 high school seniors. He documented the number of hours each student spent on social media platforms in a period of 7 days. The data is listed below. Each number represents the number of hours a student in the specific group spent on social media platforms during the 7-day period. Is there a difference in the time spent on social media between the high school freshmen and the high school seniors?

Freshmen group: 11, 15, 4, 7, 20, 9, 7, 6, 14, 5, 8, 13, 12, 5, 12, 6

Senior group: 9, 12, 17, 7, 15, 21, 13, 18, 24, 6, 16, 10, 8, 19, 11, 14”

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