The dataset includes all ATP tennis matches from 1968-2021 The networks are directed pointing from the loser to the winner. Each network contains the following attributes:
Edge attributes:
- surface: on which surface the match(es) took place (e.g. "Hard", "Grass", "Clay")
- weight: number of times Player A lost to Player B on surface X
Vertex attributes:
- hand: if player is (L)eft or (R)ight handed (or (U)nknown)
- age: age of player during the season
- country: home country of player
Check out https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0017249 for a potential use case.
Source
Networks constructed from data that was gathered and compiled by Jeff Sackmann (https://github.com/JeffSackmann). Please give credit to him if you use this data.