ComingUp ComingUp
Jul 12, 2026 Entertainment & Media
data visualization mlb nfl sports standings

Gallery

MLB

About

I built this project, which I call "The Line of Hope". It is a concept that is meant to work for any major sports league. Currently, I have it available for the NFL and MLB, and it's most fun to follow for a league currently mid-season. The idea is to show every team's record in relation to the worst ever past champion through the same number of games in the season. For example, of all past World Series champions, through 40 games, the team with the worst ever record was the 1914 Boston Braves (12-28). If a team had a record of 10-30 through 40 games, they would be considered hopeless, with a Line of Hope Index of -2. You can use this site to see where current teams stand relative to the Line of Hope and how today's games affect current teams Line of Hope index (e.g. did teams lose hope, restore hope, etc.). You can also browse a grid of data to visualize the Line of Hope. Hope you all enjoy!

Comments (4)

Jeffrey Schamberger Jeffrey Schamberger 1 week ago

line of hope is a wild name for gambling stuff

Margot Lakin Margot Lakin 1 week ago

what's the hit rate on these "hope" lines

Telly Ferry Telly Ferry 1 week ago

cool idea scaling across multiple leagues

Dax Heathcote Dax Heathcote 1 week ago

line of hope is pretty dramatic naming for sports analytics