Download Free IoT Datasets
for Machine Learning

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

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

#smart home #iot #home automation

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

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

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.

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

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.

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.

#industrial iot #predictive maintenance #steel manufacturing

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.

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.

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.

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.