Ace Davis, 10, used the project to hypothesize that "under-inflated footballs provide a competitive advantage in a game".
The family says Davis won the science fair and is moving on to district.
Meanwhile, he's preparing to take his project to the state science competition. And when asked why he thought his science fair project got so many shares on Facebook, he said, "because it's amusing and people are exhausted of watching him in the Super Bowl".
Football fan Ace, from Lexington, told NFL Draft Diamonds: 'I hate Tom Brady, he's been accused of cheating before, I want him to be caught'. Ace, his mom and sister each made three throws apiece with PSI of 9, 7 and 5, and the average was tallied for each.
Also in the display was a photo of Brady crying, just to drive the point home. He's already won two Super Bowls and doesn't have much left to prove.
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In his conclusion, Davis found out that the least inflated ball went the farthest, which gave Brady the advantage.
"Julian Edelman pushes everyone around, [Rob] Gronkowski gets shut down, [Todd] Gurley runs for two touchdowns", Davis said.
The controversy resulted in Brady getting a four-game suspension and the team being fined $1 million.
Brady has been with the Patriots for the entirety of his National Football League career, and that has involved making financial sacrifices to allow the team to deal with other roster issues.
After the rally the team will depart by bus to T.F. Green Airport in Rhode Island for the flight to Atlanta where they will face the Los Angeles Rams in Super Bowl 53 on February 3.