17 million mouse cursor positions and 670k clicks from a few months of my league of legends games. Useful for ML or anything?
Have a side project that records my own mouse telemetry/clicks/keyboard inputs for league games synced with the video footage. Pulled these numbers from my sessions collected over roughly 350 games. Not an ML person but wondering if theres any use cases for this type of data. This is a sample from one of the games
Data schema:
“`
{
“games”: [
{
“gameMode”: “Ranked Solo”, “champion”: “Varus”, “result”: “defeat”,
“kda”: { “kills”: 23, “deaths”: 6, “assists”: 6 },
“durationMs”: 2249969,
“resolution”: { “width”: 1920, “height”: 1080 },
“sampleRateHz”: 63,
“positions”: [ { “t”: 9, “x”: 1682, “y”: 379 }, … ],
“clicks”: [ { “t”: 612, “x”: 1919, “y”: 294, “b”: “r” }, … ],
“keypresses”: [ { “t”: 962, “k”: “other”, “d”: 62 }, … ],
“gameEvents”: [ { “type”: “death”, “t”: 127038 }, … ],
“abilitySnapshots”: [ { “t”: 1200, “Q”: 1, “W”: 0, “E”: 1, “R”: 0, “h”: 0 }, … ]
}
]
}
“`
Sample from one of the games: https://imgur.com/a/JDO5wBG
Playback from that same game: https://imgur.com/a/jVuXPdo
Full data from that same game: https://github.com/WanderKitty/SampleData/tree/main
submitted by /u/jiog
[link] [comments]