Friday, September 20, 2013

NFL Attractiveness - Overall Rating Distribution

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In this page, I charted the overall voting distribution of all the respondents. As shown in the Men vs. Women post, the overall average rating was 4.87. However, as results came in, I noticed that some surveys were overwhelmingly positive while others were overwhelmingly negative. Below is a collection of charts that attempt to give a sense of how you all rated.

Overall Rating Distribution

Below is a histogram and a pie chart representing the overall frequency of each rating. As you can see, the graph is slightly skewed left, as there were 4 times as many "1" votes (144) as there are "10" votes (35). Not shown in the graph, however, is that over a third (51 out of 144) of the "1" votes were from two surveys that basically voted everyone as a "1" except for the few quarterbacks that they voted "10" for. I probably should remove these two surveys from the pool to make the data a bit more representative, but I've already posted all this stuff, so I wont.







Average Rating Per Respondent

Because I noticed that some responses were overwhelmingly positive and some where overwhelmingly negative, I thought it would be interesting to chart the average ratings per respondent. As you can see, there are four outlier surveys which probably pulled all the averages down significantly.



The following is a pie chart representation of the above histogram, where each red slice indicates an overall unattractive rating (<5) and each blue slice indicates an overall attractive rating (>5). As you can see, it came pretty close, with 47.7% of respondents thinking that NFL quarterbacks are attractive overall, and 52.3% thinking otherwise.





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