These datasets were obtained by utilizing the Brawl Stars Public API, specifically by inputting the Player Tags shared by @SirWerto.

The player_metadata.csv file was extracted through the .get_player() function of the Brawlstats API wrapper, following the data model defined as Player. It contains the following information:

• tag: string
• name: string
• name_color: string
• trophies: integer
• highest_trophies: integer
• power_play_points: integer
• highest_power_play_points: integer
• exp_level: integer
• exp_points: integer
• is_qualified_from_championship_challenge: boolean
• x3vs3_victories: integer
• team_victories: integer
• solo_victories: integer
• duo_victories: integer
• best_robo_rumble_time: integer
• best_time_as_big_brawler: integer
• club.tag: string
• club.name: string
• brawlers: List[Brawler]

The raw_battlelogs.csv file was obtained using the .get_battle_logs() function of the Brawlstats API wrapper, following the data model referred to as Battle-logs. You can find more details about this model at the following link: - https://brawlstats.readthedocs.io/en/latest/api.html#battle-logs.

Lastly, the bounded_player_retention.csv provides metrics for bounded retention. To better understand the entire transformation process, you can refer to the project documentation available here.

Happy analysis :)