UCI Machine Learning Repository

Wearables & Human Activity Sep 22, 2026

OPPORTUNITY: Wearable, Object and Ambient Sensor Activity Data

Body-worn, object and ambient sensor recordings of daily activities from four participants: 24 runs, 869,387 samples, 242 sensor channels and seven annotation tracks.

#human activity recognition #wearable #ambient sensors #object sensors +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

DisabledHAR — Inclusive Wearable Activity Dataset

396,602 rows and 33 columns of smartphone motion signals and labels; the publisher describes 20 participants with and without mobility disabilities.

#wearable #human activity recognition #disability #smartphone sensors +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

WHAMAP — Multi-IMU Activity and Fatigue Dataset

1,143,070 rows across 80 activity traces from 10 participants; each trace has 78 fields from five IMUs, a smartphone and activity/fatigue metadata.

#wearable #human activity recognition #imu #fatigue +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

WristSense — Wrist-Wear Data for Aggressive-Tendency Research

Wristwatch-derived measurements for researching aggressive tendencies: 40 participants, eight days each within a three-month collection period, with processed and augmented tables.

#wearable #smartwatch #heart rate #blood oxygen +4 more

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UCI Machine Learning Repository

Healthcare & Medical IoT Sep 14, 2026

Wearable Sensor Data for Physical Therapy Exercises

Five participants, eight physical-therapy exercises and three execution styles; 275,603 synchronized time points across five wearable sensor units.

#healthcare #physical therapy #wearable sensing #accelerometer +4 more

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UCI Machine Learning Repository

Wearables & Human Activity Sep 14, 2026

HARTH — Free-Living Human Activity Recognition Dataset

6,461,328 annotated samples from 22 free-living participants wearing two accelerometers; CSVs contain eight core fields, with extra index columns in three files.

#wearable #human activity recognition #free living #accelerometer +4 more

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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Noisy Event, 1K Rows

Free CC0 synthetic dataset: 1,000 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Noisy Event.

#smart city #public spaces #urban sensing #utci +16 more

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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Baseline, 1K Rows

Free CC0 synthetic dataset: 1,000 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Baseline. Reproducible from its seed.

#smart city #public spaces #urban sensing #utci +16 more

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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Multi-Hazard, 500 Rows

Free CC0 synthetic dataset: 500 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Multi-Hazard.

#smart city #public spaces #urban sensing #utci +16 more

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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Crowded Festival #e4af

Free CC0 synthetic dataset: 672 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Crowded Festival.

#smart city #public spaces #urban sensing #utci +16 more

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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Scheduled Event #311c

Free CC0 synthetic dataset: 672 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Scheduled Event.

#smart city #public spaces #urban sensing #utci +16 more

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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Scheduled Event #bd8c

Free CC0 synthetic dataset: 672 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Scheduled Event.

#smart city #public spaces #urban sensing #utci +16 more

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