UCI IoT Datasets - IoTDataset.com

UCI

Heart Rate / Physical Effort Monitoring May 10, 2026

PPG-DaLiA: Heart Rate from Wrist PPG + Accelerometer in Daily Life Activities [15 Subjects, UCI]

Large-scale PPG-based heart rate dataset from 15 subjects wearing wrist (Empatica E4: PPG + 3-axis ACC) and chest (RespiBAN: ECG + respiration + 3-axis ACC) devices during 8 real-life activities. ECG provides HR ground truth. UCI ML Repository. Published in MDPI Sensors 2019 — DOI: 10.3390/s19143079.

#wearable #heart-rate #ppg #photoplethysmography +11 more

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UCI

Cybersecurity May 03, 2026

N-BaIoT: Real IoT Botnet Traffic from 9 Infected Devices [7M Records, Mirai & BASHLITE]

Real IoT botnet traffic dataset from 9 commercial devices (webcams, routers, thermostats) authentically infected by Mirai and BASHLITE. Over 7M records, 115 statistical features. CSV format. Benchmark for deep-learning-based IoT anomaly and botnet detection.

#iot #cybersecurity #botnet #mirai +11 more

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UCI

Environmental Apr 17, 2026

UCI Air Quality: Italian City Chemical Multisensor Device [9,358 Hourly Records]

Longest freely available on-field IoT air quality sensor deployment: 9,358 hourly records from 5 metal oxide gas sensors in an Italian city. CSV/XLSX format. Used for gas sensor regression, drift correction, and pollution forecasting research.

#iot #environmental #air-quality #chemical-sensors +11 more

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UCI

Network Security Apr 13, 2026

RT-IoT2022: Real-Time IoT IDS Dataset [41 Features, Multi-Attack]

Real-time IoT network security dataset from a live IoT infrastructure with 41 bidirectional flow features. Includes ThingSpeak-LED, Wipro-Bulb, and MQTT-Temp devices with SSH brute force, DDoS (Hping/Slowloris), and Nmap attack scenarios. CSV format. Used for adaptive IDS development.

#iot #cybersecurity #intrusion-detection #network-traffic +11 more

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UCI

Industrial IoT Apr 10, 2026

AI4I 2020 Predictive Maintenance — Milling Machine Sensor Failures [10,000 Records]

Synthetic IIoT dataset reflecting real milling machine predictive maintenance scenarios. 10,000 records with 14 features including air temperature, process temperature, rotational speed, torque, and 5 labeled failure types. CSV format. Ideal for multi-label fault classification.

#iot #industrial-iot #predictive-maintenance #milling-machine +11 more

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UCI

Healthcare Apr 10, 2026

WESAD — Wearable Stress and Affect Detection [15 Subjects, 700 Hz]

Multimodal physiological dataset from 15 subjects wearing chest and wrist sensors. Includes ECG, EDA, EMG, respiration, temperature, and accelerometry. CSV/pickle format. Used for stress detection and affective computing research.

#iot #wearable #healthcare #stress-detection +11 more

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UCI

Wearable Apr 10, 2026

PAMAP2 Physical Activity Monitoring — 9 Subjects, 18 Activities [3 IMUs + HR]

Wearable IoT dataset with 18 physical activities from 9 subjects wearing 3 IMUs and a heart rate monitor. 54 columns including temperature, acceleration, and gyroscope data. CSV format. Used for HAR, activity classification, and intensity estimation.

#iot #wearable #healthcare #human-activity-recognition +11 more

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UCI

Energy Apr 06, 2026

Individual Household Electric Power Consumption — One Home Minutely Load [2,075,259 records]

Residential smart-home power dataset with 2,075,259 one-minute measurements from a French household over 47 months. TXT/CSV-style tabular format. Used for load forecasting, NILM, and energy behavior analysis.

#iot #smart-home #energy #energy-consumption +10 more

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