Script used to label each player actions with a build order (early game strategy), i.e. So feel free to create your own dataset using a replay analyzer.ĪRFF files to use with Weka. Each dataset has been created with some data mining in mind, so maybe they don't capture the information that you want or with the granularity you need. Updated version and extended to extract combat recordsĪfter parsing the replays you will have a clean dataset ready to apply machine learning techniques. Using BWAPI we can record all game events and all states of the units, even simulate the fog of war, but we need to play each replay in StarCraft.īWAPI events recorded: economy 25 frames, tech 1 frame, vision 12 frames, orders 1 frame, unit location 100 frames or new orderīWAPI events recorded: economy 25 frames, tech 1 frame, vision 12 frames, orders 1 frame, unit location 100 frames or new order, 1 frame during attacksīWAPI events recorded: 24 frames OR user action frames OR 24 frames, 7 frames during attacks The first one we don't need to play the replay on StarCraft, but we only have the click commands of the players and we need to decode the binary replay files. For this we have two options, parser the replay file or parser the BWAPI events/states. Only Zerg replays (versus Zerg, Protoss and Terran) The map of the replay is included inside each replay file.Ĭontain replays from previous versions of StarCraft not compatible with BWAPI Once you gather a nice amount of replays, it's nice to offer your replay package to the research community to be able to reproduce your results and compare it with new approaches. Tutorial how to create your own crawler.Keep in mind that the same replay can be stored in different websites, so it's a good practice to check the hash of the replay to look for duplicates. Compilation of all the previous sitesĭownloading all the replays by hand it's a really time consuming task, you should use a crawler to automatize this process. Replay repository with more than 56,600 replays (gosu and user). Professional community with regular tournaments. Still active professional game server with regular tournaments. Since 04-14-2013 they aren't adding new replays. It's important to notice that if you want to analyze the replays using BWAPI, you would need replays played in the last version of StarCraft Brood War (1.16.1). There are some websites where you can find replays from professional gamers (a.k.a. First of all you need some replays (game log files) to do your data mining.
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