ESPN would like to determine if the number of hours fantasy football players spend during the week managing their teams has increased since last year. A random sample of players was chosen, and the number of hours they spent managing their teams was recorded during the first week of the 2012 season. The number of hours they spent managing their teams during the first week of the 2013 season was also recorded. The results are as follows and can also be found in the Excel file fantasy football.xlsx.

Perform a hypothesis test using α = 0.05 to determine if the players spent more time managing their teams in 2013 than 2012.

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Person 234 5 6 78 9 10 11 2012 6.3 4.5 0.2 5.3 23 3.9 6.2 2.6 4.9 3.7 3.4 2013 6.7 4.0 3.7 6.0 3.7 4.5 5.5 6.7 5.9 4.4 5.5