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53,770 aviation occurrence summaries from the Transportation Safety Board of Canada spanning 80 years. The dataset was used to develop and compare three machine learning classifiers for automated incident/accident classification. The work was authored by Sawera Qureshi and published on figshare in May 2026.
License is CC-BY-4.0, requiring attribution. File format is XLS (Excel).