/starcraft2-matches-history-predict

Prediction of the results of matches on StarCraft 2 on historical data

Primary LanguageJupyter Notebook

StarCraft II matches history

Prediction of the results of matches on StarCraft 2 on historical data

Context

This data set is a collection of all StarCraft pro-player 2 matches. The data is taken from the site - http://aligulac.com/

Content

Dataset data - 18 October 2017. You can parse actual data. Just use my script (Github)

This dataset contains 10 variables:

match_date -Date of match in format mm/dd/yyyy
player_1 - Player 1 Nickname
player_1_match_status - Match status for Player 1: winner or loser
score - match score (example: 1-0, 1-2 etc)
player_2 - Player 2 Nickname
player_2_match_status - Match status for Player 2: winner or loser
player_1_race - Player 1 Race: Z - Zerg, P - Protoss, T - Terran
player_2_race - Player 2 Race: Z - Zerg, P - Protoss, T - Terran
addon - Game addon: WoL- Wings of Liberty, HotS - Heart of the Swarm, LotV - Legacy of the Void
tournament_type - online or offline

Acknowledgements

The source is http://aligulac.com/ Inspiration

Questions worth exploring:

Predict the outcome of a match between two players
or whatever you want ....