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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UCI Machine Learning Repository

Smart Home & Buildings Sep 14, 2026

MOX Gas Sensors for Home Activity Monitoring

928,991 measured rows with 12 columns across 99 recording IDs; the accompanying metadata lists 100 background, wine and banana sessions.

#smart home #gas sensors #mox #electronic nose +4 more

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Mendeley Data

Cybersecurity Jul 29, 2026

Smart Home Intrusion Detection Dataset — 7 Attack Scenarios

Smart home traffic captured under normal operation and seven multi-stage attack scenarios across heterogeneous end devices. CC BY 4.0, published 2026.

#iot security #intrusion detection #smart home #network traffic +3 more

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Frontiers

Cybersecurity Jul 29, 2026

TRUSTLab: IoT/Edge Intrusion Detection Flow Dataset

About 4.6 million labelled bi-flows with 80 CICFlowMeter features, covering 15 attack families plus benign traffic in 16 single-class files. CC BY 4.0.

#iot security #intrusion detection #cicflowmeter #network flows +4 more

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IoTSyn · Generated

Smart Home Jul 29, 2026 Interactive Data

Synthetic Smart Home IoT Sensor Dataset — 22°C, 400 Rows

Free CC0 synthetic dataset: 400 rows of indoor temperature, humidity, CO2, light and occupancy readings. 22°C. Reproducible from its seed.

#smart home #iot #home automation #hvac +10 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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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Scheduled Event #2b97

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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