Above is a visualization of the Cleveland Browns home game weekly attendance. I chose the Cleveland Browns because they are my favorite NFL team. This data includes all years, but only home games and shows attendance throughout each season (from week 1 to week 17). Because the Cleveland Brown’s stadium is located at the edge of lake Erie (it has been aptly dubbed “the mistake by the lake”), weather conditions change quite a bit from the fall to the winter. Because of this, it makes sense that attendance would decline on average as each season progresses (it can get extremly cold and windy). The general trend shows declining home attendance as the football season progresses. Additionally, I also wanted to investigate how the teams record may affect weekly attendance. I intuit that fans are more willing to attend cold games (and general bad weather that is more likely towards the end of the season) if the team has been winning, and has a shot at making the playoffs. Generally speaking, the more games the Browns win (in blue) cluster towards the top (more attendance), while the more games they lose (in red), cluster near the bottom. Lastly, all of the years the Browns made the playoffs are very neat the top. This shows that regardless of weather conditions, if the Browns are a playoff contender, the fans show up to the games and attendance is very high. The two trend lines show that when the Browns don’t make the playoffs, attendance decreases over the course of the season, however if the Browns end up making the playoffs, attendance is uneffected by the cold weather of the late fall and early winter.