playerank.json (5.95 MB)
PlayeRanks
dataset
posted on 2019-08-08, 08:53 authored by Luca PappalardoLuca Pappalardo, Paolo CintiaPaolo CintiaIf you use these data cite the following papers:
- Pappalardo et al., (2019) A public data set of spatio-temporal match events in soccer competitions, Nature Scientific Data 6:236, https://www.nature.com/articles/s41597-019-0247-7
- Pappalardo et al. (2019) PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach. ACM Transactions on Intellingent Systems and Technologies (TIST) 10, 5, Article 59 (September 2019), 27 pages. DOI: https://doi.org/10.1145/3343172
The PlayeRank score of the players in the matches they played. The PlayeRank score indicate, in a range from 0 to 1, how good was that player in that match (0 unforgettably bad, 1 amazing). The score have been computed using the PlayeRank framework, if you use these data please cite the following paper: https://arxiv.org/abs/1802.04987.
Each document in the json file has the following fields:
- goalScored: the number of goals scored by the player in the match
- playerankScore: the PlayeRank score of the player in the match
- matchId: the identifier of the match
- playerId: the identifier of the player
- roleCluster: the role of player in the match, as computed by the PlayeRank framework
- minutesPlayed: the minutes played by the player in the match
