heart-rate IoT Dataset Records

UCI

Heart Rate / Physical Effort Monitoring May 10, 2026

PPG-DaLiA: Heart Rate from Wrist PPG + Accelerometer in Daily Life Activities [15 Subjects, UCI]

Large-scale PPG-based heart rate dataset from 15 subjects wearing wrist (Empatica E4: PPG + 3-axis ACC) and chest (RespiBAN: ECG + respiration + 3-axis ACC) devices during 8 real-life activities. ECG provides HR ground truth. UCI ML Repository. Published in MDPI Sensors 2019 — DOI: 10.3390/s19143079.

#wearable #heart-rate #ppg #photoplethysmography +11 more

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Zenodo

Heart Rate / Fatigue / Advanced Multi-Sensor May 10, 2026

Daily Activities Wearable Dataset for Cardiorespiratory Fitness — IMU + HR + SpO2 [Zenodo, July 2025]

Multi-site IMU dataset (chest, hands, knees) with heart rate and SpO2 recorded at 0.5 Hz during structured daily activities and a 3-minute step test. Raw + preprocessed IMU (accelerometer, gyroscope, quaternions) + demographic metadata. Zenodo, July 2025. Used for cardiorespiratory fitness (CRF) estimation and HAR.

#wearable #imu #accelerometer #gyroscope +13 more

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arXiv

Advanced Sensors / Performance & Fatigue Analysis May 10, 2026

BasketHAR — Multimodal Basketball HAR Dataset: IMU + Heart Rate + Skin Temperature [arXiv 2025]

Novel multimodal HAR dataset for basketball training with synchronized IMU (accelerometer, gyroscope, angle, magnetic field at 200 Hz, MPU9250/WT901) + heart rate and skin surface temperature (1 Hz, Si1141 wrist sensor) across 14 activity classes. ArXiv 2025. Used for sports performance analysis and LLM-based coaching reports.

#wearable #imu #accelerometer #gyroscope +11 more

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UCI

Wearable Apr 10, 2026

PAMAP2 Physical Activity Monitoring — 9 Subjects, 18 Activities [3 IMUs + HR]

Wearable IoT dataset with 18 physical activities from 9 subjects wearing 3 IMUs and a heart rate monitor. 54 columns including temperature, acceleration, and gyroscope data. CSV format. Used for HAR, activity classification, and intensity estimation.

#iot #wearable #healthcare #human-activity-recognition +11 more

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Kaggle

Healthcare Apr 10, 2026

Nurse Stress Prediction — Wearable Sensors in Hospital [11.5M Records]

Real-world wearable dataset from 15 nurses over one week in a hospital. Contains 11.5 million entries of EDA, heart rate, skin temperature, and orientation data collected via Empatica E4. CSV format. Used for occupational stress detection research.

#iot #wearable #healthcare #stress-detection +11 more

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