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Using an insight-based evaluation methodology and interviews with 12 participants we study 1) insights players infer from the dashboard and 2) use cases such a tool can enable within the context of Metroidvania games. Our results reveal that in addition to common performance-related use cases, participants found personal satisfaction when viewing the visualizations and considered them to be an opportunity for social engagement. Participants mostly used the map and events view to infer insights but also relied on recalled data and their existing familiarity with the game. Based on our findings we further reflect on future research directions. Through this we contribute to developing a broader understanding of computational support tools for players.<\/jats:p>","DOI":"10.1145\/3748606","type":"journal-article","created":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T21:01:11Z","timestamp":1759698071000},"page":"304-328","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Player-Centric Data Visualization for Metroidvania Games: Insights and Use Cases: The Case of Hollow Knight"],"prefix":"10.1145","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-5567-739X","authenticated-orcid":false,"given":"Oliver","family":"Gst\u00f6ttenbauer","sequence":"first","affiliation":[{"name":"Johannes Kepler University Linz, Linz, Austria"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3952-6742","authenticated-orcid":false,"given":"Claire","family":"Dormann","sequence":"additional","affiliation":[{"name":"Johannes Kepler University Linz, Linz, Austria"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0815-5985","authenticated-orcid":false,"given":"G\u00fcnter","family":"Wallner","sequence":"additional","affiliation":[{"name":"Johannes Kepler University Linz, Linz, Austria"},{"name":"Eindhoven University of Technology, Eindhoven, Netherlands"}]}],"member":"320","published-online":{"date-parts":[[2025,10,5]]},"reference":[{"key":"e_1_2_2_1_1","volume-title":"Adobe Premiere Pro","author":"Adobe Inc. 2024.","year":"2024","unstructured":"Adobe Inc. 2024. 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