Skip to main content
For Researchers & Data Engineers

Download Free IoT Datasets for Machine Learning

Curated, labeled, and ready-to-use datasets for your next AI research project. Trusted by 1,000+ researchers worldwide.

327 Datasets
100% Free
Research-Ready
Exclusive — Powered by IoTSyn

Synthetic IoT Datasets

Physics-based synthetic datasets with deterministic statistical models, ready for ML training and benchmarking. Exclusive to IoTDataset.com.

View All 13 Synthetic
IoTSyn
Network Security May 04

IIoT Network Traffic - 21% Attacks [4K rows] #6a63

Synthetic Network Security dataset with 4,000 data points. 16 columns. Config: Attack rate: 21%. CC0 licensed.

#iiot #scada #modbus
IoTSyn
Network Security Apr 30

IIoT Network Traffic - 29% Attacks [10K rows] #8d6c

Synthetic IIoT network traffic dataset for SCADA/ICS intrusion detection research. 10,000 labeled flow records, 16 features. Protocols: Modbus TCP, OPC UA, DNP3, MQTT, BACnet, EtherNet/IP. Attack rate: 29% covering MitM, Replay, False Data Injection, DoS, and Reconnaissance. Generated by IoTSyn v3.2. CC0 licensed.

#iiot #scada #modbus
IoTSyn
Smart Home Apr 18

Smart Home Sensors — Cold Climate, 20.5°C [1K rows] #88ae

Synthetic Smart Home dataset with 1,000 data points. 8 columns. Config: Climate: cold; Setpoint: 20.5C. CC0 licensed.

#smart home #iot #home automation
IoTSyn
Smart Home Apr 06

Smart Home Sensors — Tropical Climate, 22°C [10K rows] #592a

Synthetic Smart Home dataset with 10,000 data points. 8 columns. Config: Climate: tropical; Setpoint: 22C. CC0 licensed.

#smart home #iot #home automation
IoTSyn
Smart Home Apr 04

Smart Home Sensors — Cold Climate, 22°C [10K rows] #4bf5

Synthetic Smart Home dataset with 10,000 data points. 8 columns. Config: Climate: cold; Setpoint: 22C. CC0 licensed.

#smart home #iot #home automation
IoTSyn
Network Security Apr 04

IIoT Network Traffic — 16% Attacks [10K rows] #ec08

Synthetic Network Security dataset with 10,000 data points. 9 columns. Config: Attack rate: 16%. CC0 licensed.

#iiot #scada #modbus
Curated from Trusted Sources

Real-World IoT Datasets

Collected from Kaggle, IEEE, GitHub, and academic repositories. Verified and indexed with full citations.

Browse All 314 Datasets
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
Zenodo
Industrial IoT Jun 06

VBL-VA001 — Lab-Scale Machine Vibration Fault Dataset [3.8 GB]

Lab-scale vibration dataset with 4,000 CSV files for normal, bearing fault, misalignment, and unbalance states. 3.8 GB ZIP for predictive-maintenance classification.

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

I-BiDaaS CRF SCADA Dataset — Automotive Welding-Line Sensors [3.9 GB]

SCADA sensor dataset from automotive welding sub-assembly lines with 147 sensors. 3.9 GB 7z archive for anomaly thresholds and predictive maintenance analysis.

#iot #industrial iot #predictive maintenance

Free IoT Datasets for Research & Machine Learning | IoTDa...

Showing 12 of 327 datasets