DotA2 Match Replay Dataset

该数据集是从《DotA2》游戏中解析出的比赛回放集，包含了随时间变化的英雄属性、统计数据和物品信息的时间切片向量。该数据集详细记录了英雄ID、属性、统计数据和物品等信息，并源自于职业联赛的比赛。规模上，它由71,355场比赛生成的2,802,329个时间切片组成，总数据量超过3TB。这项任务的目的是评估MOBA游戏中两队之间的相对优势。

This dataset is a collection of match replays parsed from the game Dota 2, containing time-slice vectors that record time-varying hero attributes, statistical data, and item information. It comprehensively documents details including hero IDs, attributes, statistical metrics, and item information, and is sourced from professional esports matches. In terms of scale, it consists of 2,802,329 time slices generated from 71,355 matches, with a total data volume exceeding 3 TB. The objective of this task is to evaluate the relative competitive advantage between the two teams in a MOBA game.