reply to the discussion post: NO AI

Group 1 (Men) and Group 2 (Women) Men Five-number summary: Min: 3 Q1: 21 Q2/Median: 35 Q3: 72 Max: 85 For the mean, I got 41.15 and the sample standard deviation was 27.94. Women Five-number summary: Min: 2 Q1: 15 Q2/Median: 27 Q3: 35 Max: 54 For the mean, I got 26.23, and for the sample standard deviation, it was 15.62. Since we are not using the entire population and just a sample, we use the sample standard deviation to see how spread out the data is for the groups. When looking at both sets of statistics, there is a huge difference between how many minutes it took men and women to feel relief. The men's mean was an average 41.15 minutes, while women took about an average of 26.23 minutes to feel relief. This indicates that it took men longer to feel relief on average than women. In regards to the women's statistics, it seems clustered and closer together than men. If you look between women's minutes of the Q1-Q3, they are smaller, as reflected in their sample standard deviation. Looking at the box plots, women have a smaller box than men's, meaning that their relief was consistent and not spread out like we see in the men's box plot; having their times have a wider range.