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Data Analysis of the NFL Top 100 Rankings

Max Wilson, Joe Wilck, and Sam Gutekunst walking across the Bucknell football field. Max is holding a football.

Researchers: pictured above, left to right
Max Wilson ‘27 (Business Analytics), Joe Wilck (Associate Professor of Practice in Analytics & Operations Management), Sam Gutekunst (John D. and Catherine T. MacArthur Assistant Professor of Data Science)

A scatter plot comparing NFL Top 100 Rank to ESPN Rgular Season QBR with a line of best fit.
A scatter plot of the NFL Top 100 Rank compared to the ESPN QBR, a statistical measure of quarterback performance. This visualization highlights the legacy effect, with most big-name quarterbacks below the line of best fit, suggesting that they were ranked higher by other players than their season performance alone merited.
A line chart showing that between 2011 - 2023, wide receivers and quarterbacks were frequently in the rankings, and kickers and fullbacks were not.
A line chart showing the positions most often ranked in the NFL Top 100 between 2011 and 2023.

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