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Browse IoT Dataset Records for Research and Machine Learning

Browse a curated catalog of IoT dataset records with source links, licence information, citations, and previews where available.

356 Datasets
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Healthcare & Medical IoT 31 Smart Agriculture 21 Smart City & Urban Sensing 59 Smart Home & Buildings 79 Industrial IoT & Predictive Maintenance 48 Energy & Smart Grid 14 Environment & Air Quality 19 Wearables & Human Activity 7 Connected Vehicles 7 IoT Security & Intrusion Detection 57 Sensor Networks & Telemetry 14
Generated by IoTSyn

Synthetic IoT Datasets

Physics-based synthetic dataset records generated by IoTSyn, with source pages, declared licences, citations, and machine-readable artifacts where available.

View All 41 Synthetic
IoTSyn
Smart Home Jul 29

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
IoTSyn
Smart City Jul 28

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
IoTSyn
Smart City Jul 28

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
IoTSyn
Smart City Jul 28

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
IoTSyn
Smart City Jul 28

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
IoTSyn
Smart City Jul 28

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
Catalogued External Sources

Real-World IoT Datasets

Indexed from Kaggle, IEEE, GitHub, and academic repositories. Records show source and citation metadata when the catalog has verified those fields.

Browse All 315 Datasets
Mendeley Data
Cybersecurity Jul 29

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
Frontiers
Cybersecurity Jul 29

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
Zenodo
Industrial IoT Jun 06

Huawei Elevator Predictive Maintenance Dataset — IoT Door Sensors [453.9 kB]

Anonymized elevator-door IoT sensor time series from Huawei Munich Research Center. ZIP format, 453.9 kB, sampled at 4 Hz for predictive maintenance of elevator doors.

#iot #industrial iot #predictive maintenance
Zenodo
Industrial IoT Jun 06

MetroPT2 — Train Compressor Predictive Maintenance Benchmark [7.1M instances]

Real train-compressor sensor dataset from Porto metro with 7,116,940 time-series instances and 21 attributes. CSV files support anomaly detection, failure prediction, and RUL research.

#iot #industrial iot #predictive maintenance
Zenodo
Industrial IoT Jun 06

Anomaly-TCM — Steel Tandem Cold Mill Predictive Maintenance [61.9 MB]

Synthetic steel cold-rolling predictive-maintenance benchmark with six chronological CSV streams, 51 features, and anomaly labels for work roll, bearing, motor, and reduction faults.

#industrial iot #predictive maintenance #steel manufacturing
Zenodo
Industrial IoT Jun 06

Electric Motor Vibrations Dataset — Labeled Motor States [35.1 MB]

Electric-motor vibration sensor dataset from the CHIST-ERA SOON project. ZIP format, 35.1 MB, with labeled functioning states for ML predictive-maintenance experiments.

#iot #industrial iot #predictive maintenance

Browse IoT Dataset Records | IoTDataset.com

Showing 12 of 356 datasets