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For my project I wanted to experiment whether people would perform better athletically after sleeping in or after being awake for a while

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For this project I collected data by using six people. Two that are beginners, two that are intermediate, and two that are advanced at basketball.

Each subject attempted 20 basketball free throws on both a weekday and weekend. They would participate in this after a long day of school and after waking up from sleeping in on the weekend.

I would then add up the pairs total makes out of their combined 40 attempts and compare the results for the different circumstances.

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My prediction "I predict that people will perform better after sleeping in, I don't think it'll be a huge difference for the more experienced people but I think there will still be some data showing that people do perform better after getting rest."

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This is a bar graph that shows the data as a visual, comparing the results from each pairing

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Here is what my data looked like after recording all of it

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I have a huge passion for sports and not only does topic this intrigue me but it could also help athletes like myself learn more about how how to maximize our performance during competition.

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Things I would've done differently might be instead of school days and not school days, do something more based on time of the day. Something where the circumstances are more controlled and similar for more accurate results. A problem with this test is that maybe they didn't shoot enough attempts, how I categorized the skill level. Everybody is at a different skill level when it comes to basketball which can lead to false data.

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After looking at the test and seeing that my p-value is just under .2 make me think that there is a clear difference between "Weekdays" and "Weekends". It represents that the null hypothesis of there being a correlation is correct.

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Here are my results after running the "chisq.test". I used this testing method because it was the best fit for how my data is collected and would give out the best result for my null hypothesis.

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From my experiment, I have concluded that regardless of skill level people are more likely to perform better after longer sleep versus a long day of doing things