smerdov / esports_sensors_dataset

A dataset with 40+ hours of sensor data obtained from 10 players in League of Legends

We present a repository with sensor data collected from 10 players in 22 matches in League of Legends. The sensor data collected include:

1. Hand/head/chair movements.
2. Heart rate.
3. Muscle activity.
4. Gaze movement on the monitor.
5. Galvanic skin response(GSR).
6. Electroencephalography (EEG).
7. Mouse and keyboard activity.
8. Facial skin temperature.
9. Environmental data.

The data were collected for one team of 5 people simultaneously. We also provide in-game logs and meta information for each match.

Please find more details and analysis in our paper. If you find this dataset useful for your research, please cite the paper:

@article{smerdov2020collection,
  title={Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset},
  author={Smerdov, Anton and Zhou, Bo and Lukowicz, Paul and Somov, Andrey},
  journal={arXiv preprint arXiv:2011.00958},
  year={2020}
}