luxury-lakehouse/statsbomb-shots-on-target

该数据集包含来自StatsBomb开放数据的约15,000次射正球门的足球射门数据，附带球门坐标（`end_location_y`, `end_location_z`）。这是用于训练PSxG（射门后预期进球）模型的主要输入数据，该模型用于评估守门员的扑救表现。数据集仅包含射门结果为“Saved”、“Goal”或“Post”的射门，排除了被挡出或偏离目标的射门。数据字段包括事件ID、比赛ID、球员ID、球门坐标、射门结果等。球门坐标使用StatsBomb 360坐标系，并标准化为[0, 1]范围。数据集覆盖了英超、西甲、意甲、德甲、法甲、欧冠、世界杯等赛事（仅限支持StatsBomb 360数据的比赛）。使用场景包括PSxG模型训练、守门员表现评估、射门分析和自定义模型训练。数据集的局限性包括仅限StatsBomb数据、仅限支持360数据的比赛、仅含公开数据、不含守门员位置信息以及坐标裁剪问题。

This dataset contains ~15K on-target shots from the StatsBomb open data collection with goalmouth coordinates (`end_location_y`, `end_location_z`). It serves as the primary training input for the PSxG (Post-Shot Expected Goals) model used in goalkeeper shot-stopping evaluation. Only shots with outcomes Saved, Goal, or Post are included, excluding blocked or off-target shots. Data fields include event ID, match ID, player ID, goalmouth coordinates, shot outcome, and more. The coordinates use the StatsBomb 360 system, normalized to [0, 1]. The dataset covers competitions like the Premier League, La Liga, Serie A, Bundesliga, Ligue 1, Champions League, and World Cup (only 360-enabled competitions). Use cases include PSxG model training, goalkeeper benchmarking, shot analysis, and custom model development. Limitations include StatsBomb-only data, 360-enabled competitions only, public data only, no goalkeeper position data, and clipped coordinates for some saves.