alaa1234ah/fbref_football_player_performance_2024-2025

该数据集包含2024-2025赛季2273名职业足球运动员的全面表现统计数据，数据来源于FBref。数据集包括传统指标（进球、助攻）和高级分析（xG、xAG、进步动作）等，覆盖欧洲顶级联赛。数据集由FBref策划，更新频率为赛季性，数据集大小为2273名球员×33个特征。数据集支持球员表现分析、转会市场估值、梦幻足球优化、位置比较和年龄-表现相关性研究等任务。数据集结构包括球员元数据、比赛参与、进球贡献、预期指标、进步动作、纪律记录和每90分钟指标等关键特征。数据集的创建目的是提供标准化的球员表现指标，支持数据驱动的足球分析。

This dataset contains comprehensive performance statistics for 2273 professional football players during the 2024-2025 season. Sourced from FBref, it includes both traditional metrics (goals, assists) and advanced analytics (xG, xAG, progressive actions) across top European leagues. The dataset is curated by FBref, updated seasonally, and consists of 2273 players × 33 features. It supports tasks such as player performance analysis, transfer market valuation, fantasy football optimization, positional comparison, and age-performance correlation studies. The dataset structure includes key features like player metadata, match participation, goal contributions, expected metrics, progressive actions, disciplinary records, and per-90-minute metrics. The dataset was compiled to provide standardized player performance metrics and support data-driven football analysis.