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Synthetic IoT Datasets

Physics-based synthetic datasets with deterministic statistical models, ready for ML training and benchmarking. Exclusive to IoTDataset.com.

View All 13 Synthetic
IoTSyn
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
IoTSyn
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
IoTSyn
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
IoTSyn
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
IoTSyn
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.

#smart home #iot #home automation
IoTSyn
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 295 Datasets
University
Household Electric Power Consumption May 04

IDEAL Household Energy Dataset: 255 UK Homes, Electricity, Gas & Sensors [Nature Scientific Data]

Comprehensive energy dataset from 255 UK homes covering electricity, gas, room temperature, humidity, and appliance-level data for a 39-home sub-cohort. 23 months of data. CSV format. Published on Edinburgh DataShare (DOI: 10.7488/ds/2836). Described in Nature Scientific Data 2021.

#household #energy #electricity
Zenodo
Household Electric Power Consumption May 04

Energy Consumption Dataset for Smart Homes — 5 Appliances, Individual Smart Meters [Zenodo 2025]

Real IoT smart home energy dataset from a testbed of 5 household appliances each connected to an individual smart meter. 507 KB CSV. Published January 2025 on Zenodo. Used for appliance-level energy monitoring, household energy disaggregation, and smart meter analytics.

#iot #household #energy
Zenodo
Household Electric Power Consumption May 04

CKW Smart Meter Data: 200,000+ Swiss Households, 15-Minute Resolution [2021–2024]

Anonymised smart meter electricity consumption data from the CKW Group distribution network in Lucerne Canton, Switzerland. 15-minute resolution, covering 2021–2024. Parquet and CSV formats. Published on Zenodo 2024. Used for large-scale household energy analytics and smart grid research.

#household #energy #smart-meter
UCI
Cybersecurity May 03

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
Zenodo
Smart City May 03

Gotham Device-Level IoT Traffic: 78 Smart City Devices, Federated IDS Benchmark [2026]

Large-scale distributed IoT IDS benchmark with traffic captured at individual device interfaces across 78 heterogeneous smart city IoT devices using the Gotham testbed. PCAP and CSV. Published January 2026 on Zenodo. Designed for federated learning and decentralised IDS research.

#iot #smart-city #federated-learning
Zenodo
Smart Home May 03

ZigBeeNet: Decrypted Zigbee Smart Home Traffic Dataset [15 Devices, 20 Days]

First open Zigbee IoT dataset with fully decrypted payloads from 15 real smart home devices over 20 days. CSV and PCAP formats. Published July 2025 on Zenodo. Used for Zigbee traffic analysis, device behavior modeling, and security research.

#iot #smart-home #zigbee

Free IoT Datasets for Research & Machine Learning | IoTDa...

Showing 12 of 308 datasets

University

IDEAL Household Energy Dataset: 255 UK Homes, Electricity, Gas & Sensors [Nature Scientific Data]

Comprehensive energy dataset from 255 UK homes covering electricity, gas, room temperature, humidity, and appliance-level data for a 39-home sub-cohort. 23 months of data. CSV format. Published on Edinburgh DataShare (DOI: 10.7488/ds/2836). Described in Nature Scientific Data 2021.

Zenodo

CKW Smart Meter Data: 200,000+ Swiss Households, 15-Minute Resolution [2021–2024]

Anonymised smart meter electricity consumption data from the CKW Group distribution network in Lucerne Canton, Switzerland. 15-minute resolution, covering 2021–2024. Parquet and CSV formats. Published on Zenodo 2024. Used for large-scale household energy analytics and smart grid research.