External

Smart Home Jan 13, 2026

Glasgow Urban Traffic Flow Dataset (2019-2023)

High-resolution traffic flow data from 470 sensors across Glasgow covering 4 years (Oct 2019 - Sep 2023). Captures traffic patterns during COVID-19 pandemic with 15-minute intervals.

#traffic monitoring #urban planning #smart city #transportation +3 more

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Kaggle

Environmental IoT Jan 13, 2026

IoT-Based Environmental Health Monitoring Dataset

Specialized IoT dataset measuring environmental factors impact on student mental health. Combines air quality, noise levels, temperature, humidity with wellness surveys from university campus.

#environmental health #IoT sensors #mental health #university +3 more

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Kaggle

Smart Home Jan 13, 2026

IoT Smoke Detection Dataset

Real-time data collected from IoT sensors to detect smoke and fire events. Features include temperature, humidity, TVOC, and eCO2 levels for reliable alarm systems.

#smoke detection #fire alarm #iot sensors #smart home +3 more

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Kaggle

Smart City Jan 12, 2026

UrbanIoT-Anomaly: Multimodal Smart City Dataset

Simulated smart city environment capturing multimodal data from distributed urban sensors and surveillance sources. Includes synchronized environmental and visual data for edge computing and urban anomaly detection research.

#smart city #anomaly detection #multimodal #urban sensors +3 more

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University

Healthcare IoT Jan 12, 2026

CIC IoMT Dataset 2024: Internet of Medical Things

Realistic benchmark dataset for Internet of Medical Things (IoMT) security research. Captures biomedical sensor data and network traffic from medical devices including ECG monitors, pulse oximeters, and other healthcare IoT equipment.

#medical iot #healthcare #biomedical sensors #anomaly detection +3 more

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Government

Smart City Jan 12, 2026

Smart City Urban Heat Island Monitoring Dataset

High-resolution temperature data from dense IoT sensor networks in urban areas for monitoring and analyzing Urban Heat Island (UHI) effects. Integrates data from meteorological offices, environmental authorities, and citizen-generated sensors.

#urban heat island #climate #temperature monitoring #smart city +3 more

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University

Healthcare / IoMT Jan 12, 2026

Heart & Lung Sounds (Digital Stethoscope IoT)

Clinical recordings of individual and mixed heart/lung sounds captured via digital stethoscope IoT sensors.

#IoMT #digital stethoscope #heart sounds #clinical manikin +1 more

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GitHub

Smart City Jan 12, 2026

Urban Waste Water Treatment Plant Data

Daily sensor measurements from an urban waste water treatment plant for operational efficiency analysis.

#waste water #smart city #industrial sensors #water quality +1 more

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Kaggle

Agriculture Jan 12, 2026

Smart Farming Data 2024 (SF24) - California Farms

Comprehensive 2024 agricultural data from California farms tracking environmental, soil, and crop metrics for predictive modeling.

#precision agriculture #crop monitoring #soil fertility #NPK sensors +1 more

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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

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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

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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

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