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Published on: December 16, 2010
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The competitive esports physiological, affective, and video dataset
Maciej Behnke1,2, Wadim Krzyżaniak3, Jan Nowak4
1Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poznan, Poland. macbeh@amu.edu.pl.
Scientific Data
|January 11, 2025
Summary
This study introduces the Competitive Esports Physiological, Affective, and Video (CEPAV) dataset, offering insights into gamer well-being and performance. The dataset captures physiological, affective, and video data from Counter-Strike: Global Offensive players.
Area of Science:
- Sports Science
- Psychology
- Data Science
Background:
- Esports, or competitive video gaming, is a rapidly growing industry with significant prize pools.
- Understanding the psychological and physiological factors influencing esports performance is crucial for player well-being and optimization.
- Existing research often lacks comprehensive, multi-modal data capturing the esports experience.
Purpose of the Study:
- To introduce and describe the Competitive Esports Physiological, Affective, and Video (CEPAV) dataset.
- To provide a rich resource for investigating the interplay of physiological, affective, and behavioral factors in esports.
- To facilitate research aimed at optimizing player affect and performance in competitive gaming.
Main Methods:
- Collected physiological data (cardiovascular responses) from 300 male Counter-Strike: Global Offensive gamers across over 3000 matches.
- Gathered self-reported affective data, including natural language descriptions of gaming situations, before gameplay.
- Acquired video data from 552 in-laboratory gaming sessions and collected affect-related individual differences over six weeks.
Main Results:
- The CEPAV dataset comprises multi-modal data streams essential for esports research.
- It includes detailed physiological, affective, and behavioral metrics linked to competitive gaming.
- Longitudinal individual differences data provides context for affective states.
Conclusions:
- The CEPAV dataset is a valuable, comprehensive resource for the esports research community.
- It enables in-depth analysis of performance-related factors in competitive gaming.
- Researchers can utilize this dataset to explore strategies for enhancing player well-being and optimizing performance.
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