University

Cybersecurity Jan 12, 2026

CIC IoT-DIAD 2024: Device Identification & Anomaly Detection

105 IoT devices with 33 attack types (DDoS, DoS, Recon, Brute Force, Spoofing, Mirai) from Canadian Institute for Cybersecurity.

#device identification #anomaly detection #network traffic #intrusion detection

View Dataset

Kaggle

Environmental Jan 12, 2026

Environmental Sensor Telemetry Data (132K records)

132,000+ real environmental sensor readings with temperature, humidity, pressure for climate monitoring and predictive analytics.

#sensor data #environmental monitoring #telemetry #time series

View Dataset

University

Cybersecurity Jan 12, 2026

RT-IoT2022: Real-Time IoT Intrusion Detection Dataset

123,117 network flow records with 83 features from real IoT devices (MQTT, ThingSpeak, Wipro) including DDoS, SSH brute-force, and Nmap attacks for IDS model training.

#intrusion detection #iot security #network traffic #anomaly detection +1 more

View Dataset

GitHub

Industrial IoT Jan 12, 2026

IBM IoT Predictive Maintenance: Equipment Failure Detection

945 IoT sensor records from IBM's official repo monitoring equipment with pressure measurements for machine failure prediction.

#predictive maintenance #equipment failure #sensor data #machine learning

View Dataset

Government

Environmental Jan 12, 2026

Air Quality Monitoring (PM2.5, CO2, Ozone)

Hourly air quality measurements from distributed IoT stations across major cities tracking PM2.5, CO2, NO2, and Ozone levels.

#air quality #pm2.5 #co2 #ozone +2 more

View Dataset

University

Smart City Jan 12, 2026

Smart Waste Management (Ultrasonic IoT)

Fill-level data from smart trash bins equipped with ultrasonic sensors to optimize garbage truck collection routes.

#smart waste #ultrasonic sensor #waste management #esp32 +1 more

View Dataset

Government

Smart City Jan 12, 2026

UK Road Safety: Traffic & Accidents Sensor Data

Comprehensive traffic accident data collected via police reporting systems and road sensors across the UK, ideal for predictive safety analysis.

#traffic safety #smart city #gps #road sensors +2 more

View Dataset

GitHub

Industrial IoT Jan 12, 2026

3D Printer Fault Detection (IoT Sensors)

Sensor logs (accelerometer, temperature) from a 3D printer capturing normal operation vs. various failure modes like nozzle clogging.

#3d printing #fault detection #vibration #accelerometer +2 more

View Dataset

Kaggle

Smart City Jan 12, 2026

Solar Power Generation & Weather Forecasting

Readings from solar power inverters paired with local weather station data to predict energy generation efficiency.

#solar energy #renewable energy #smart grid #weather forecasting +1 more

View Dataset

University

Industrial IoT Jan 12, 2026

Hydraulic System Condition Monitoring (Multi-Sensor)

Multi-sensor data (pressure, temperature, flow) from a hydraulic test rig for fault diagnosis of cooler, valve, pump, and accumulator.

#hydraulic system #predictive maintenance #sensor fusion #condition monitoring +2 more

View Dataset

External

Agriculture Jan 12, 2026

Smart Crop Recommendation (NPK & Soil Analysis)

Standard precision agriculture dataset using N, P, K, pH, Temperature, and Humidity to recommend the ideal crop type.

View Dataset

External

Smart City Jan 11, 2026

Urban Air Quality & Traffic Congestion Fusion

Sensor fusion data correlating urban traffic density with air pollutants (NO2, PM2.5, CO) in major city intersections.

View Dataset