markfriedlander/wsl-analyzer

WSL冠军巡回赛热级数据集（2014-2025年）是一个完整、结构化、哈希链式的数据集，涵盖了2014年至2025年世界冲浪联盟男子和女子冠军巡回赛的每一场比赛——230场赛事，7,494场热赛，17,710名冲浪者-热赛行，103,489个独立波浪——与断裂几何和ERA5海洋/大气再分析相结合。该数据集专为幻想联赛优化、冲浪分析和教育机器学习工作而构建。每一行都由确定性的SHA-256哈希链标识，每一个值都来自公开的WSL网站，并记录有明确的来源，每一个已知的源数据限制都被明确记录，而不是被掩盖。

The WSL Championship Tour Heat-Level Dataset (2014–2025) is a complete, structured, hash-chained dataset of every World Surf League Mens and Womens Championship Tour heat from 2014 through 2025 — 230 events, 7,494 heats, 17,710 surfer-heat rows, 103,489 individual waves — joined to break geometry and ERA5 oceanic/atmospheric reanalysis. Built for fantasy-league optimization, surf analytics, and educational machine-learning work. Every row is identified by a deterministic SHA-256 hash chain, every value is sourced from the public WSL website with documented provenance, and every known source-data limitation is recorded explicitly rather than papered over.