MLB WAR Trade Networks 1901-2021

Major League Baseball WAR (Wins Above Replacement) trade networks show the players exchanged in transactions between teams. Transaction nodes are sized by the total value of future WAR for the teams involved in the trade while edges are sized based on value added by individual players and to each team.

The data is sourced from Retrosheet.org and Neil Paine’s 538 github page, and all networks were built using Gephi and sigma.js.


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Astros WAR Trade NetworkAstros WAR Trade Network
Athletics WAR Trade NetworkAthletics WAR Trade Network
BlueJays WAR Trade NetworkBlueJays WAR Trade Network
Braves WAR Trade NetworkBraves WAR Trade Network
Brewers WAR Trade NetworkBrewers WAR Trade Network
Cardinals WAR Trade NetworkCardinals WAR Trade Network
common WAR Trade Networkcommon WAR Trade Network
Cubs WAR Trade NetworkCubs WAR Trade Network
Diamondbacks WAR Trade NetworkDiamondbacks WAR Trade Network
Dodgers WAR Trade NetworkDodgers WAR Trade Network
Giants WAR Trade NetworkGiants WAR Trade Network
Guardians WAR Trade NetworkGuardians WAR Trade Network
Mariners WAR Trade NetworkMariners WAR Trade Network
Marlins WAR Trade NetworkMarlins WAR Trade Network
Mets WAR Trade NetworkMets WAR Trade Network
Nationals WAR Trade NetworkNationals WAR Trade Network
Orioles WAR Trade NetworkOrioles WAR Trade Network
Padres WAR Trade NetworkPadres WAR Trade Network
Phillies WAR Trade NetworkPhillies WAR Trade Network
Pirates WAR Trade NetworkPirates WAR Trade Network
Rangers WAR Trade NetworkRangers WAR Trade Network
Rays WAR Trade NetworkRays WAR Trade Network
Reds WAR Trade NetworkReds WAR Trade Network
RedSox WAR Trade NetworkRedSox WAR Trade Network
Rockies WAR Trade NetworkRockies WAR Trade Network
Royals WAR Trade NetworkRoyals WAR Trade Network
Tigers WAR Trade NetworkTigers WAR Trade Network
Twins WAR Trade NetworkTwins WAR Trade Network
WhiteSox WAR Trade NetworkWhiteSox WAR Trade Network
Yankees WAR Trade NetworkYankees WAR Trade Network