NTSB Aviation Accident Reports
收藏arXiv2025-09-30 收录
下载链接：
https://www.ntsb.gov/investigations/data.html
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资源简介：
该数据集是由美国国家运输安全委员会（NTSB）提供的，它是美国最大的航空事故数据存储库，包含了详细的航空事故报告，这些报告为航空安全提供了深刻的见解。此外，该数据集包含了56个阶段代码、58个事件代码以及1432个主题代码，其结构设计旨在方便对航空事故数据进行详细的趋势和相关性分析。该数据集规模宏大，包含了约62,569份带有各种标签的事故报告，其任务是对事件提取进行分层多标签分类。
This dataset, provided by the National Transportation Safety Board (NTSB), is the largest aviation accident data repository in the United States. It contains detailed aviation accident reports that offer profound insights into aviation safety. Furthermore, the dataset encompasses 56 phase codes, 58 incident codes, and 1432 topic codes, and its structural design is aimed at facilitating detailed trend and correlation analysis of aviation accident data. With a substantial scale, this dataset includes approximately 62,569 labeled accident reports, and the corresponding task is hierarchical multi-label classification for event extraction.
提供机构：
National Transportation Safety Board (NTSB)
