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PlayStation 4 Video Game Metrics
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About
Presents a detailed catalogue of video games released for the PlayStation 4 (PS4), compiled using scraping techniques from the truetrophies website. The data offers key metrics for understanding game performance and community engagement, including TrueTrophy scores, user ratings, and precise statistics related to trophy completion times and gamer participation. This resource is essential for analysing trends in the modern console gaming market and evaluating game difficulty and popularity based on community feedback.
Columns
- index: A simple numerical identifier for each record.
- game: The name of the specific PS4 game.
- score: Represents the maximum attainable TrueTrophy score for the game (ranging from 189 to 12.0k).
- leaderbord: Provides the Game Leaderboard ratio, indicating competitive balance (mean value is 1.58).
- gamers: The recorded number of gamers on the truetrophies platform currently engaging with the title (up to 245,000 users recorded).
- comp_perc: The percentage of gamers who have completed this specific game (mean completion percentage is 49).
- rating: The collective rating provided by players, scored out of 5 (mean rating is 3.1).
- url: A unique URL linking to further information about the game on the truetrophies website.
- min_comp_time: The minimum estimated time, in hours, required to unlock all available trophies (up to 200 hours).
- max_comp_time: The maximum estimated time, in hours, required for full completion (up to 700 hours).
Distribution
The data is supplied in a CSV file format, specifically named
games_data.csv. The structure includes 10 distinct columns and features information on 1584 individual PS4 titles.Usage
The data is highly suitable for developing sophisticated recommender systems, including those based on popularity (using rating counts) and those based on content (using game features). It can also be used for academic research into player behaviour, difficulty assessment in video games, and market analysis within the console industry.
Coverage
This list of PS4 games is current and reflects the present catalogue. The data scope is focused on games and associated metrics tracked by the truetrophies website, primarily involving gamer activity related to trophy hunting and completion statistics.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For designing and testing content or popularity-based recommendation engines.
- Game Developers and Publishers: For competitive benchmarking and understanding player completion rates and engagement.
- Gaming Enthusiasts and Bloggers: For detailed analysis and creation of content related to game difficulty and trophy hunting guides.
Dataset Name Suggestions
- PS4 Game Statistics from TrueTrophies
- PlayStation 4 Video Game Metrics
- Game Popularity and Completion Data (PS4)
Attributes
Original Data Source: PlayStation 4 Video Game Metrics
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