World of Warcraft Character Analysis Dataset by Jinyuan Qiu
Explore trends in character levels, classes, and races in World of Warcraft using a dataset collected by Jinyuan Qiu in January 2009. The dataset covers character attributes such as level, race, class, and zone, allowing for analysis of gameplay patterns and common traits among characters.
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Presentation Transcript
World of Warcraft Character Dataset Author: Jinyuan Qiu
Motivation Finding trends between the levels and classes of characters. Finding trends in characters in each different Zone of the game. Finding which character classes are the most played in each different race.
Dataset From January of 2009 9 fields total Relevant fields are: level the level of the character (1-80) race Blood Elf, Orc, Tauren, Troll, Undead class Death Knight, Druid, Hunter, Mage, Paladin, Priest, Rogue, Shaman, Warlock, Warrior zone one of the 229 zones in WoW world
Program Takes 1 parameter (a folder with the datasets inside) Finds and returns the class counts for levels 70 to 80 and 1 to 10. Graphs the class count for levels 60 to 80 and 1 to 20. Predicts what class a character is most likely be based on a race. Finds the most common traits for each zone. Traits: race, class, level
