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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GitHub

Industrial IoT Jan 12, 2026

Bosch CNC Machining: Process Monitoring (2025 Update)

Benchmark dataset from Bosch for process monitoring of milling machines based on high-resolution acceleration data.

#predictive maintenance #manufacturing #acceleration data #anomaly detection +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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Kaggle

Environmental Jan 12, 2026

Indoor Air Quality Dataset (IAQ Monitoring)

Real-time indoor air quality from IoT sensors tracking CO2, VOCs, PM2.5 for building health and occupancy correlation.

#air quality #indoor monitoring #iot sensors #health analytics

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Kaggle

Environmental Jan 12, 2026

Temperature Readings: IoT Devices Multi-Location Dataset

Continuous temperature and humidity readings from distributed IoT sensors across multiple locations for climate analysis.

#temperature sensors #iot monitoring #time series #environmental data

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University

Environmental Jan 12, 2026

Air Quality Dataset (UCI Repository)

Chemical sensor measurements tracking CO, NO2, NOx, O3, SO2, PM10 with hourly granularity for environmental health.

#air quality #pollution monitoring #chemical sensors #environmental health

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University

Environmental Jan 12, 2026

Room Occupancy Detection with CO2 & Environmental Sensors

20,560 labeled occupancy records from office environments with CO2, temperature, humidity for smart building automation.

#occupancy detection #co2 sensors #environmental monitoring #iot sensors

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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

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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

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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

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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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