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The dataset is for fall detection using wearable devices, containing heart‑rate sensor and accelerometer data. Collected from 21 participants across 19 different scenarios, including 6 fall types, 9 daily activities, and 4 near‑fall situations. Detailed information includes sensor attachment location, sampling rate, scenario description, and participant demographics.