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New Databases and Data Mining

• Since 2008 •
Titles Links Links
Computer Science
Natural Language Processing (NLP) A24B2A3A3:A631
https://rajpurkar.github.io/SQuAD-explorer/
https://rajpurkar.github.io/SQuAD-explorer/
Computer Vision
https://cocodataset.org/
https://cocodataset.org/
Algorithms & Data Structures
https://snap.stanford.edu/data/
https://snap.stanford.edu/data/
Programming Languages / Code Analysis
https://github.com/github/CodeSearchNet
https://github.com/github/CodeSearchNet
Operating Systems
https://github.com/google/cluster-data
https://github.com/google/cluster-data
Databases & Data Mining
https://datasets.imdbws.com/
https://datasets.imdbws.com/
Computer Architecture / Hardware
https://www.spec.org/cpu2017/
https://www.spec.org/cpu2017/
Information Technology
Cloud Computing
https://github.com/google/cluster-data
https://github.com/google/cluster-data
Software Engineering
https://promise.site.uottawa.ca/SERepository/
https://promise.site.uottawa.ca/SERepository/
IT Service Management
https://archive.ics.uci.edu/ml/datasets/Incident+Management+
https://archive.ics.uci.edu/ml/datasets/Incident+Management+
Cybersecurity
https://www.unsw.adfa.edu.au/unsw-canberra-cyber/cybersecurity/ADFA-NB15-Datasets/
https://www.unsw.adfa.edu.au/unsw-canberra-cyber/cybersecurity/ADFA-NB15-Datasets/
User Behavior / Web Analytics
https://archive.org/details/stackexchange
https://archive.org/details/stackexchange
Electrical Engineering
Power Systems
https://ieee-dataport.org/open-access/power-system-datasets
https://ieee-dataport.org/open-access/power-system-datasets
Renewable Energy (Solar/Wind)
https://www.nrel.gov/grid/solar-power-data.html
https://www.nrel.gov/grid/solar-power-data.html
Smart Grid
https://ieee-dataport.org/open-access/smart-grid-datasets
https://ieee-dataport.org/open-access/smart-grid-datasets
Electrical Machines
https://motor-datasets.github.io/
https://motor-datasets.github.io/
Control Systems
https://ieee-dataport.org/open-access/control-systems-datasets
https://ieee-dataport.org/open-access/control-systems-datasets
Electronics and Communication Engineering
Digital Signal Processing (DSP)
https://signal-datasets.github.io/
https://signal-datasets.github.io/
Wireless Communication
https://wireless-innovation.org/resources/wireless-datasets/
https://wireless-innovation.org/resources/wireless-datasets/
5G / Cellular Networks
https://github.com/InterDigitalInc/5G-Datasets
https://github.com/InterDigitalInc/5G-Datasets
Antenna & RF Systems
https://ieee-dataport.org/open-access/rf-and-microwave-datasets
https://ieee-dataport.org/open-access/rf-and-microwave-datasets
VLSI / IC Design
https://github.com/The-OpenROAD-Project/OpenD
https://github.com/The-OpenROAD-Project/OpenD
Biomedical
PhysioNet (ECG, EEG, Vital Signs)
https://physionet.org/
https://physionet.org/
MIMIC-IV Clinical Database
https://mimic.physionet.org/
https://mimic.physionet.org/
BraTS (Brain Tumor Segmentation)
https://www.med.upenn.edu/cbica/brats2020/data.html
https://www.med.upenn.edu/cbica/brats2020/data.html
COVID-19 Radiography Database
https://www.kaggle.com/datasets/tawsifurrahman/covid19-radiography-database
https://www.kaggle.com/datasets/tawsifurrahman/covid19-radiography-database
Control Systems
https://ieee-dataport.org/open-access/control-systems-datasets
https://ieee-dataport.org/open-access/control-systems-datasets
Renewable Energy
NREL Solar Power Data
https://www.nrel.gov/grid/solar-power-data.html
https://www.nrel.gov/grid/solar-power-data.html
NREL Wind Integration Datasets
https://www.nrel.gov/grid/wind-toolkit.html
https://www.nrel.gov/grid/wind-toolkit.html
Global Energy Forecasting Competition (GEFCom)
https://www.drhongtao.com/gefcom2014/
https://www.drhongtao.com/gefcom2014/
Open Power System Data (Renewables)
https://data.open-power-system-data.org/
https://data.open-power-system-data.org/
Mechanical Engineering
NASA Turbofan Engine Degradation Simulation
https://ti.arc.nasa.gov/tech/dash/groups/pcoe/prognostic-data-repository/
https://ti.arc.nasa.gov/tech/dash/groups/pcoe/prognostic-data-repository/
IC Engine Vibration / Sound Datasets
https://zenodo.org/collections/ICEngineVibration
https://zenodo.org/collections/ICEngineVibration
Structural Health Monitoring Sensor Data
https://datadryad.org/stash/dataset/doi:10.5061/dryad.8t159
https://datadryad.org/stash/dataset/doi:10.5061/dryad.8t159
Robotics / Control Benchmark Datasets
https://www.roboticsbenchmarks.org/
https://www.roboticsbenchmarks.org/
Autonomous Vehicle Engineering
KITTI Vision Benchmark Suite
http://www.cvlibs.net/datasets/kitti/
http://www.cvlibs.net/datasets/kitti/
Waymo Open Dataset
https://waymo.com/open/
https://waymo.com/open/
nuScenes (Multimodal AV Dataset)
https://www.nuscenes.org/
https://www.nuscenes.org/
ApolloScape
http://apolloscape.auto/
http://apolloscape.auto/
Civil Engineering
Building Energy Dataset
https://www.kaggle.com/c/ashrae-energy-prediction
https://www.kaggle.com/c/ashrae-energy-prediction
Pavia University Remote Sensing
http://www.ehu.es/ccwintco/index.php?title=Plaza
http://www.ehu.es/ccwintco/index.php?title=Plaza
UCI Concrete Compressive Strength
https://archive.ics.uci.edu/ml/datasets/Concrete+Compressive+Strength
https://archive.ics.uci.edu/ml/datasets/Concrete+Compressive+Strength
Highway Traffic Sensor Data (Caltrans)
https://pems.dot.ca.gov/
https://pems.dot.ca.gov/
Chemical Engineering
Catalysis Reaction Data (QM9 Molecules)
https://quantum-machine.org/datasets/
https://quantum-machine.org/datasets/
Chemical Process Simulation (DREAM Challenge)
https://zenodo.org/records/3735364
https://zenodo.org/records/3735364
Industrial Chemical Sensor Data
https://archive.ics.uci.edu/ml/datasets/Occupancy+Detection+
https://archive.ics.uci.edu/ml/datasets/Occupancy+Detection+
Process Systems Engineering Datasets (PSE)
https://data.world/briannielsen/process-systems-engineering
https://data.world/briannielsen/process-systems-engineering
Aerospace Engineering
NASA Airfoil Self-Noise Dataset
https://archive.ics.uci.edu/ml/datasets/Airfoil+Self-Noise
https://archive.ics.uci.edu/ml/datasets/Airfoil+Self-Noise
UCI Flight Delay Dataset
https://www.transtats.bts.gov/OT_Delay/
https://www.transtats.bts.gov/OT_Delay/
NASA Turbofan Engine Degradation (C-MAPSS)
https://ti.arc.nasa.gov/tech/dash/groups/pcoe/prognostic-data-repository/
https://ti.arc.nasa.gov/tech/dash/groups/pcoe/prognostic-data-repository/
OpenAeroStruct (Aero-Struct Optimization)
https://github.com/mdolab/OpenAeroStruct
https://github.com/mdolab/OpenAeroStruct
ERA5 Atmospheric Reanalysis Data
https://cds.climate.copernicus.eu/#!/home
https://cds.climate.copernicus.eu/#!/home
Industrial Engineering
UCI Manufacturing Failure Detection
https://www.kaggle.com/c/manufacturing-failure-detection
https://www.kaggle.com/c/manufacturing-failure-detection
SECOM Semiconductor Manufacturing Data
https://archive.ics.uci.edu/ml/datasets/SECOM
https://archive.ics.uci.edu/ml/datasets/SECOM
Tennessee Eastman Process Simulation
https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/QU8NDB
https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/QU8NDB
Open Jobs/Workforce Data (BLS)
https://www.bls.gov/data/
https://www.bls.gov/data/
Assembly Line Sensor Data
https://archive.ics.uci.edu/ml/datasets/Condition+Based+Maintenance+
https://archive.ics.uci.edu/ml/datasets/Condition+Based+Maintenance+
Metallurgical Engineering
Materials Data Repository (NIST)
https://mrdata.nist.gov/
https://mrdata.nist.gov/
Materials Project (Crystallography & Properties)
https://materialsproject.org/
https://materialsproject.org/
Open Quantum Materials Database (OQMD)
http://oqmd.org/
http://oqmd.org/
MPDS (Metallurgical Process Data)
https://mpds.io/
https://mpds.io/
AFLOW (Automatic FLOW for Materials)
https://aflow.org/
https://aflow.org/
Materials Science Engineering
Materials Project Database
https://materialsproject.org/
https://materialsproject.org/
Open Quantum Materials Database (OQMD)
http://oqmd.org/
http://oqmd.org/
NIST Thermo-Calc Datasets
https://www.nist.gov/programs/projects/thermo-calc-data
https://www.nist.gov/programs/projects/thermo-calc-data
Citrine Materials Data
https://citrine.io/
https://citrine.io/
Jarvis DFT Database
https://jarvis.nist.gov/
https://jarvis.nist.gov/
Mechatronics Engineering
UCI Human Activity Recognition Using Smartphones
https://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones
https://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones
Robotic Grasping Dataset (Cornell)
http://pr.cs.cornell.edu/grasping/
http://pr.cs.cornell.edu/grasping/
OpenAI Gym Robotics Environments
https://gym.openai.com/envs/#robotics
https://gym.openai.com/envs/#robotics
Mobile Robot Navigation (TurtleBot Logs)
https://zenodo.org/records/1188976
https://zenodo.org/records/1188976
Inertial Measurement Unit (IMU) Motion Data
https://archive.ics.uci.edu/ml/datasets/WISDM+Smartphone+and+Smartwatch+Activity+and+Biometry+Dataset
https://archive.ics.uci.edu/ml/datasets/WISDM+Smartphone+and+Smartwatch+Activity+and+Biometry+Dataset
Automobile Engineering
NUScenes AV Dataset
https://www.nuscenes.org/
https://www.nuscenes.org/
Car Evaluation Dataset
https://archive.ics.uci.edu/ml/datasets/Car+Evaluation
https://archive.ics.uci.edu/ml/datasets/Car+Evaluation
Vehicle Fuel Consumption (EPA)
https://www.fueleconomy.gov/feg/download.shtml
https://www.fueleconomy.gov/feg/download.shtml
City Traffic Sensor Data (PeMS)
https://pems.dot.ca.gov/
https://pems.dot.ca.gov/
Open Traffic Data (HERE)
https://developer.here.com/products/traffic
https://developer.here.com/products/traffic
Control Systems Engineering
UCI PID Controller Benchmark Data
https://archive.ics.uci.edu/ml/datasets/Servo
https://archive.ics.uci.edu/ml/datasets/Servo
Benchmark Control System Models (DAE)
https://www.cds.caltech.edu/~murray/wiki/
https://www.cds.caltech.edu/~murray/wiki/
IEEE Control Systems Test Datasets
https://ieee-dataport.org/open-access/control-systems-datasets
https://ieee-dataport.org/open-access/control-systems-datasets
Aircraft Control Simulation Logs
https://data.nas.nasa.gov/
https://data.nas.nasa.gov/
Instrumentation & Control Engineering
UCI Servo Control Dataset
https://archive.ics.uci.edu/ml/datasets/Servo
https://archive.ics.uci.edu/ml/datasets/Servo
IEEE Control Systems Datasets
https://ieee-dataport.org/open-access/control-systems-datasets
https://ieee-dataport.org/open-access/control-systems-datasets
Industrial Process Control Data (Tennessee Eastman)
https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/QU8NDB
https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/QU8NDB
Embedded Systems Engineering
WISDM Smartphone Data (Embedded Sensors)
https://archive.ics.uci.edu/ml/datasets/WISDM+Smartphone+and+Smartwatch+Activity+and+Biometry+Dataset
https://archive.ics.uci.edu/ml/datasets/WISDM+Smartphone+and+Smartwatch+Activity+and+Biometry+Dataset
OpenEmbedded Benchmark Dataset
https://github.com/openembedded/
https://github.com/openembedded/
IoT Traffic Dataset (UCI)
https://archive.ics.uci.edu/ml/datasets/IoT+Devices+Network+Traffic+Dataset
https://archive.ics.uci.edu/ml/datasets/IoT+Devices+Network+Traffic+Dataset
VLSI Design Engineering
ISCAS Circuits Benchmark (VLSI Testing)
http://web.cse.ohio-state.edu/~whalen/CircuitDB/
http://web.cse.ohio-state.edu/~whalen/CircuitDB/
OpenROAD VLSI Data (Layout/Synthesis)
https://github.com/The-OpenROAD-Project
https://github.com/The-OpenROAD-Project
MCNC Benchmark Circuits
http://courses.engr.illinois.edu/ece458/sp2015/mcnc.html
http://courses.engr.illinois.edu/ece458/sp2015/mcnc.html
ISPD Contest Benchmark Suites
https://isdplib.org/
https://isdplib.org/
Microelectronic Failure Analysis Data
https://data.mendeley.com/datasets/f6f2f2sd2b/
https://data.mendeley.com/datasets/f6f2f2sd2b/
SEM Image Dataset (Materials)
https://zenodo.org/collections/sem-image-datasets/
https://zenodo.org/collections/sem-image-datasets/
Open IMEM (Microelectronic Measurements)
https://openimem.org/
https://openimem.org/
Power Electronics Engineering
Power Electronics Converter Data (Simulation)
https://data.world/briannielsen/power-electronics
https://data.world/briannielsen/power-electronics
Electric Vehicle Powertrain Data
https://data.gov/transportation/
https://data.gov/transportation/
Grid-Connected Inverter Dataset
https://www.nrel.gov/grid/solar-power-data.html
https://www.nrel.gov/grid/solar-power-data.html
Biotechnology Engineering
TCGA Cancer Genomics Dataset
https://portal.gdc.cancer.gov/
https://portal.gdc.cancer.gov/
Human Microbiome Project Data
https://www.hmpdacc.org/
https://www.hmpdacc.org/
Protein Data Bank (PDB)
https://www.rcsb.org/
https://www.rcsb.org/
KEGG Pathway Database
https://www.genome.jp/kegg/
https://www.genome.jp/kegg/
Pharmaceutical Engineering
FDA Adverse Event Reporting System (FAERS)
https://www.fda.gov/drug/drug-information-response-faers
https://www.fda.gov/drug/drug-information-response-faers
PubChem BioAssay
https://pubchem.ncbi.nlm.nih.gov/bioassay/
https://pubchem.ncbi.nlm.nih.gov/bioassay/
DrugBank (Drug Data)
https://go.drugbank.com/
https://go.drugbank.com/
ChEMBL (Bioactive Molecules)
https://www.ebi.ac.uk/chembl/
https://www.ebi.ac.uk/chembl/
Genetic Engineering
NCBI Gene Expression Omnibus (GEO)
https://www.ncbi.nlm.nih.gov/geo/
https://www.ncbi.nlm.nih.gov/geo/
Ensembl Genomes
https://ensembl.org/
https://ensembl.org/
1000 Genomes Project
https://www.internationalgenome.org/data
https://www.internationalgenome.org/data
Drosophila RNA-Seq (modENCODE)
https://www.encodeproject.org/modencode/
https://www.encodeproject.org/modencode/
Food Technology Engineering
Food Composition Database (USDA)
https://fdc.nal.usda.gov/
https://fdc.nal.usda.gov/
Food Quality & Safety Data (UCI)
https://archive.ics.uci.edu/ml/datasets/Food+Quality
https://archive.ics.uci.edu/ml/datasets/Food+Quality
Global Food Prices Dataset
https://www.fao.org/worldfoodsituation/foodpricesindex/en/
https://www.fao.org/worldfoodsituation/foodpricesindex/en/
Food Microbiology (FERMENTATION)
https://data.world/makefoodsafe/fermentation
https://data.world/makefoodsafe/fermentation
Agricultural Engineering
UCI Crop Dataset (Plant Seedlings)
https://www.kaggle.com/datasets/vbookshelf/plant-seedlings-classification
https://www.kaggle.com/datasets/vbookshelf/plant-seedlings-classification
FAOSTAT Agriculture Data
https://www.fao.org/faostat/en/
https://www.fao.org/faostat/en/
Weather & Yield (Global)
https://www.ecmwf.int/en/forecasts/datasets
https://www.ecmwf.int/en/forecasts/datasets
Irrigation & Soil Moisture Data (USDA)
https://www.ncei.noaa.gov/products/soil-moisture
https://www.ncei.noaa.gov/products/soil-moisture
Dairy Technology Engineering
Milk Composition Database (IDF)
https://www.fil-idf.org/standards/milk-composition/
https://www.fil-idf.org/standards/milk-composition/
UCI Fermented Dairy Dataset
https://archive.ics.uci.edu/ml/datasets/Fermented+Dairy+Products
https://archive.ics.uci.edu/ml/datasets/Fermented+Dairy+Products
Dairy Herd & Production Statistics
https://www.nass.usda.gov/Surveys/Guide_to_NASS_Surveys/Dairy/
https://www.nass.usda.gov/Surveys/Guide_to_NASS_Surveys/Dairy/
Power Systems Engineering
IEEE PES Power System Datasets
https://ieee-dataport.org/open-access/power-system-datasets
https://ieee-dataport.org/open-access/power-system-datasets
NREL Renewable Integration Data
https://www.nrel.gov/grid/renewable-integration.html
https://www.nrel.gov/grid/renewable-integration.html
European Transmission System Data
https://www.entsoe.eu/data/
https://www.entsoe.eu/data/
UCI Electrical Grid Stability
https://archive.ics.uci.edu/ml/datasets/APS+Failure+at+Scania+Truck+Assembly
https://archive.ics.uci.edu/ml/datasets/APS+Failure+at+Scania+Truck+Assembly
Geological Engineering
USGS Earthquake Catalog
https://earthquake.usgs.gov/earthquakes/search/
https://earthquake.usgs.gov/earthquakes/search/
OneGeology Global Geoscience Data
https://www.onegeology.org/
https://www.onegeology.org/
GEOLOG (Geological Maps & Data)
https://mrdata.usgs.gov/
https://mrdata.usgs.gov/
Mineral Resources Data System (USGS)
https://mrdata.usgs.gov/mrds/
https://mrdata.usgs.gov/mrds/
Geo-Environmental Engineering
Global Soil Data (ISRIC-World Soil Information)
https://www.isric.org/explore/soil-grids
https://www.isric.org/explore/soil-grids
Air Quality Open Data (OpenAQ)
https://openaq.org/
https://openaq.org/
Water Quality Portal (USGS + EPA)
https://www.waterqualitydata.us/
https://www.waterqualitydata.us/
NASA Earthdata Environmental Datasets
https://earthdata.nasa.gov/
https://earthdata.nasa.gov/
Nanotechnology Engineering
Nanomaterial Registry
https://www.nanomaterialregistry.org/
https://www.nanomaterialregistry.org/
NanoMine
Nanomaterials Data
Nanomaterials Data
Materials Project (Nano/Crystalline Data)
https://materialsproject.org/
https://materialsproject.org/
PubChem Nanomaterials
https://pubchem.ncbi.nlm.nih.gov/
https://pubchem.ncbi.nlm.nih.gov/
Networking
CAIDA Internet Traffic Dataset
https://www.caida.org/data/passive/
https://www.caida.org/data/passive/
MAWI Working Group Traffic Archive
https://mawi.wide.ad.jp/mawi/
https://mawi.wide.ad.jp/mawi/
Internet Traffic Archive (ITA)
http://ita.ee.lbl.gov/
http://ita.ee.lbl.gov/
Cybersecurity
CSE-CIC-IDS 2018
https://www.unb.ca/cic/datasets/ids-2018.html
https://www.unb.ca/cic/datasets/ids-2018.html
MITRE ATT&CK Evaluations Dataset
https://attackevals.mitre-engenuity.org/
https://attackevals.mitre-engenuity.org/
DARPA Intrusion Detection Dataset
https://www.ll.mit.edu/r-d/datasets
https://www.ll.mit.edu/r-d/datasets
Network Security
UNSW-NB15 Dataset
https://www.unsw.adfa.edu.au/unsw-canberra-cyber/cybersecurity/ADFA-NB15-Datasets/
https://www.unsw.adfa.edu.au/unsw-canberra-cyber/cybersecurity/ADFA-NB15-Datasets/
NSL-KDD Dataset
https://www.unb.ca/cic/datasets/nsl.html
https://www.unb.ca/cic/datasets/nsl.html
Bot-IoT Dataset
https://research.unsw.edu.au/projects/bot-iot-dataset
https://research.unsw.edu.au/projects/bot-iot-dataset
Wireless Sensor Network (WSN)
Intel Berkeley Research Lab Sensor Dataset
http://db.csail.mit.edu/labdata/labdata.html
http://db.csail.mit.edu/labdata/labdata.html
LUCE Environmental Sensor Dataset
https://sensorlab.cs.dartmouth.edu/data/
https://sensorlab.cs.dartmouth.edu/data/
UCI Sensorless Drive Diagnosis
https://archive.ics.uci.edu/ml/datasets/Sensorless+Drive+Diagnosis
https://archive.ics.uci.edu/ml/datasets/Sensorless+Drive+Diagnosis
Wireless Communication
DeepSig RadioML Dataset
https://www.deepsig.io/datasets
https://www.deepsig.io/datasets
Wireless InSite Channel Dataset
https://wireless.wpi.edu/datasets/
https://wireless.wpi.edu/datasets/
NYU Wireless mmWave Channel Measurements
https://wireless.engineering.nyu.edu/data/
https://wireless.engineering.nyu.edu/data/
Network Communication
Stanford SNAP Communication Networks
https://snap.stanford.edu/data/
https://snap.stanford.edu/data/
Email Communication Network (Enron)
https://www.cs.cmu.edu/~enron/
https://www.cs.cmu.edu/~enron/
EU Email Communication Dataset
https://snap.stanford.edu/data/email-Eu-core.html
https://snap.stanford.edu/data/email-Eu-core.html
Satellite Communication
NASA Space Communications Dataset
https://data.nasa.gov/
https://data.nasa.gov/
ESA Satellite Telemetry Data
https://earth.esa.int/eogateway
https://earth.esa.int/eogateway
SATCOM Channel Measurement Dataset
https://ieee-dataport.org/open-access/satellite-communication-datasets
https://ieee-dataport.org/open-access/satellite-communication-datasets
Telecommunication
ITU Telecommunication Indicators
https://www.itu.int/en/ITU-D/Statistics/Pages/default.aspx
https://www.itu.int/en/ITU-D/Statistics/Pages/default.aspx
Ofcom Telecom Market Data
https://www.ofcom.org.uk/research-and-data
https://www.ofcom.org.uk/research-and-data
Telecom Italia Network Traffic Dataset
https://doi.org/10.7910/DVN/3QBYB5
https://doi.org/10.7910/DVN/3QBYB5
Broadband Measurement Data (FCC MBA)
https://www.fcc.gov/general/measuring-broadband-america
https://www.fcc.gov/general/measuring-broadband-america
CAIDA Internet Topology Data
https://www.caida.org/data/
https://www.caida.org/data/
Edge Computing
Edge Computing Workload Traces (Alibaba)
https://github.com/alibaba/clusterdata
https://github.com/alibaba/clusterdata
OpenEdge Benchmark Dataset
https://github.com/atlarge-research/opendc
https://github.com/atlarge-research/opendc
IoT Edge Analytics Dataset (UCI)
https://archive.ics.uci.edu/ml/datasets/IoT+Devices+Network+Traffic+Dataset
https://archive.ics.uci.edu/ml/datasets/IoT+Devices+Network+Traffic+Dataset
Edge AI Sensor Dataset (WISDM)
https://archive.ics.uci.edu/ml/datasets/WISDM+Smartphone+and+Smartwatch+Activity+and+Biometry+Dataset
https://archive.ics.uci.edu/ml/datasets/WISDM+Smartphone+and+Smartwatch+Activity+and+Biometry+Dataset
Azure IoT Edge Telemetry Data
https://github.com/Azure/AzurePublicDataset
https://github.com/Azure/AzurePublicDataset
Fog Computing
Smart City Fog Computing Dataset
https://zenodo.org/records/3901900
https://zenodo.org/records/3901900
IoT-Fog Resource Usage Dataset
https://data.mendeley.com/datasets/7w6s2x7j6h
https://data.mendeley.com/datasets/7w6s2x7j6h
Vehicular Fog Computing Dataset
https://github.com/aniketmaurya/vehicular-fog-dataset
https://github.com/aniketmaurya/vehicular-fog-dataset
Cloud Fog Task Scheduling Dataset
https://data.world/uci/fog-computing
https://data.world/uci/fog-computing
Smart Healthcare Fog Dataset
https://physionet.org/
https://physionet.org/
Optical Communication
Optical Fiber Channel Dataset
https://optilux.sourceforge.net/
https://optilux.sourceforge.net/
Coherent Optical Communication Dataset
https://zenodo.org/records/4553836
https://zenodo.org/records/4553836
Optical Signal Modulation Dataset
https://ieee-dataport.org/open-access/optical-communication-datasets
https://ieee-dataport.org/open-access/optical-communication-datasets
Nonlinear Fiber Optics Dataset
https://www.osapublishing.org/oe/
https://www.osapublishing.org/oe/
Optical Noise Measurement Dataset
https://zenodo.org/collections/optical-communication
https://zenodo.org/collections/optical-communication
Optical Network
Internet Topology Zoo (Optical Networks)
http://www.topology-zoo.org/
http://www.topology-zoo.org/
GÉANT Network Topology Data
https://www.geant.org/Projects/GEANT_Project_GN4
https://www.geant.org/Projects/GEANT_Project_GN4
Optical Transport Network Dataset (OTN)
https://ieee-dataport.org/open-access/optical-network-datasets
https://ieee-dataport.org/open-access/optical-network-datasets
WDM Network Benchmark Dataset
https://github.com/networkx/networkx
https://github.com/networkx/networkx
Flex-Grid Optical Network Dataset
https://zenodo.org/records/3696817
https://zenodo.org/records/3696817
Cellular Network
OpenCellID (Cell Tower Data)
https://www.opencellid.org/
https://www.opencellid.org/
MIT Reality Mining Dataset
http://realitycommons.media.mit.edu/realitymining.html
http://realitycommons.media.mit.edu/realitymining.html
Telecom Italia Mobile Dataset
https://dandelion.eu/datamine/open-big-data/
https://dandelion.eu/datamine/open-big-data/
5G Dataset (InterDigital)
https://github.com/InterDigitalInc/5G-Datasets
https://github.com/InterDigitalInc/5G-Datasets
OpenSignal Mobile Network Data
https://www.opensignal.com/data
https://www.opensignal.com/data
Mobile Communication
UCI Human Mobility Dataset
https://archive.ics.uci.edu/ml/datasets/Geolife+GPS+Trajectory
https://archive.ics.uci.edu/ml/datasets/Geolife+GPS+Trajectory
MIT Smartphone Sensing Dataset
https://www.media.mit.edu/projects/reality-mining/overview/
https://www.media.mit.edu/projects/reality-mining/overview/
Wireless Mobility Traces (CRAWDAD)
https://crawdad.org/
https://crawdad.org/
Cell Phone Activity Dataset (Telecom Italia)
https://dandelion.eu/datamine/open-big-data/
https://dandelion.eu/datamine/open-big-data/
Distributed Computing
Google Cluster Workload Traces
https://github.com/google/cluster-data
https://github.com/google/cluster-data
Alibaba Cluster Trace Dataset
https://github.com/alibaba/clusterdata
https://github.com/alibaba/clusterdata
HPC Job Scheduling Dataset
https://zenodo.org/records/3634616
https://zenodo.org/records/3634616
Distributed Systems Benchmark (DeathStarBench)
https://github.com/delimitrou/DeathStarBench
https://github.com/delimitrou/DeathStarBench
Cloud Computing
Google Cloud Trace Dataset
https://github.com/google/cluster-data
https://github.com/google/cluster-data
Azure Public Cloud Dataset
https://github.com/Azure/AzurePublicDataset
https://github.com/Azure/AzurePublicDataset
AWS Open Data Registry
https://registry.opendata.aws/
https://registry.opendata.aws/
Bitbrains Cloud Workload Traces
https://gwa.ewi.tudelft.nl/datasets/gwa-t-12-bitbrains
https://gwa.ewi.tudelft.nl/datasets/gwa-t-12-bitbrains
Computer Vision
ImageNet
https://www.image-net.org/
https://www.image-net.org/
COCO (Common Objects in Context)
https://cocodataset.org/
https://cocodataset.org/
Pascal VOC
http://host.robots.ox.ac.uk/pascal/VOC/
http://host.robots.ox.ac.uk/pascal/VOC/
Cityscapes
https://www.cityscapes-dataset.com/
https://www.cityscapes-dataset.com/
Pattern Recognition
MNIST Handwritten Digits
http://yann.lecun.com/exdb/mnist/
http://yann.lecun.com/exdb/mnist/
EMNIST Extended Digits & Letters
https://www.nist.gov/itl/products-and-services/emnist-dataset
https://www.nist.gov/itl/products-and-services/emnist-dataset
UCI Optical Recognition of Handwritten Digits
https://archive.ics.uci.edu/ml/datasets/Optical+Recognition+of+Handwritten+Digits
https://archive.ics.uci.edu/ml/datasets/Optical+Recognition+of+Handwritten+Digits
ISOLET Spoken Letter Dataset
https://archive.ics.uci.edu/ml/datasets/isolet
https://archive.ics.uci.edu/ml/datasets/isolet
Caltech 101
https://data.caltech.edu/records/20086
https://data.caltech.edu/records/20086
Landsat Satellite Imagery
https://landsat.gsfc.nasa.gov/data/
https://landsat.gsfc.nasa.gov/data/
Sentinel-2 Satellite Data
https://scihub.copernicus.eu/
https://scihub.copernicus.eu/
UC Merced Land Use Dataset
http://weegee.vision.ucmerced.edu/datasets/landuse.html
http://weegee.vision.ucmerced.edu/datasets/landuse.html
ISPRS Aerial Image Dataset
https://www.isprs.org/education/benchmarks/UrbanSemLab/
https://www.isprs.org/education/benchmarks/UrbanSemLab/
MODIS Earth Observation Data
https://modis.gsfc.nasa.gov/data/
https://modis.gsfc.nasa.gov/data/
Natural Language Processing (NLP)
GLUE Benchmark
https://gluebenchmark.com/
https://gluebenchmark.com/
WikiText Language Modeling Dataset
https://blog.salesforceairesearch.com/the-wikitext-long-term-dependency-language-modeling-dataset/
https://blog.salesforceairesearch.com/the-wikitext-long-term-dependency-language-modeling-dataset/
Common Crawl Text Corpus
https://commoncrawl.org/the-data/
https://commoncrawl.org/the-data/
IMDB Movie Reviews
https://ai.stanford.edu/~amaas/data/sentiment/
https://ai.stanford.edu/~amaas/data/sentiment/
Image Processing
Berkeley Segmentation Dataset (BSDS500)
https://www2.eecs.berkeley.edu/Research/Projects/CS/vision/bsds/
https://www2.eecs.berkeley.edu/Research/Projects/CS/vision/bsds/
Set12 Image Denoising Dataset
https://github.com/cszn/DnCNN
https://github.com/cszn/DnCNN
DIV2K High-Resolution Images
https://data.vision.ee.ethz.ch/cvl/DIV2K/
https://data.vision.ee.ethz.ch/cvl/DIV2K/
Kodak Image Dataset
https://r0k.us/graphics/kodak/
https://r0k.us/graphics/kodak/
Signal Processing
MIT-BIH Arrhythmia ECG Dataset
https://physionet.org/content/mitdb/
https://physionet.org/content/mitdb/
Speech Commands Dataset
https://www.tensorflow.org/datasets/catalog/speech_commands
https://www.tensorflow.org/datasets/catalog/speech_commands
UCI Gas Sensor Array Drift Dataset
https://archive.ics.uci.edu/ml/datasets/Gas+Sensor+Array+Drift
https://archive.ics.uci.edu/ml/datasets/Gas+Sensor+Array+Drift
EEG Motor Movement Dataset
https://physionet.org/content/eegmmidb/
https://physionet.org/content/eegmmidb/
Biomedical
PhysioNet Clinical Signals
https://physionet.org/
https://physionet.org/
MIMIC-IV Clinical Database
https://mimic.physionet.org/
https://mimic.physionet.org/
BraTS Brain Tumor Dataset
https://www.med.upenn.edu/cbica/brats2020/data.html
https://www.med.upenn.edu/cbica/brats2020/data.html
ADNI Alzheimer’s Dataset
https://adni.loni.usc.edu/
https://adni.loni.usc.edu/
Big Data
Google Cluster Workload Traces
https://github.com/google/cluster-data
https://github.com/google/cluster-data
Amazon Reviews Dataset
https://registry.opendata.aws/amazon-reviews/
https://registry.opendata.aws/amazon-reviews/
NYC Taxi Trip Records
https://www.nyc.gov/site/tlc/about/tlc-trip-record-data.page
https://www.nyc.gov/site/tlc/about/tlc-trip-record-data.page
Wikipedia Data Dumps
https://dumps.wikimedia.org/
https://dumps.wikimedia.org/
Software Engineering
PROMISE Software Defect Dataset
https://promise.site.uottawa.ca/SERepository/
https://promise.site.uottawa.ca/SERepository/
CodeSearchNet
https://github.com/github/CodeSearchNet
https://github.com/github/CodeSearchNet
Apache Software Logs
https://www.apache.org/foundation/logs/
https://www.apache.org/foundation/logs/
GitHub Public Dataset (BigQuery)
https://cloud.google.com/bigquery/public-data/github
https://cloud.google.com/bigquery/public-data/github
NASA Software Defect Dataset
https://mdp.ivv.nasa.gov/
https://mdp.ivv.nasa.gov/
Power Converter Dataset (Zenodo)
https://zenodo.org/records/3606180
https://zenodo.org/records/3606180
PEMS Power Electronics Measurements
https://data.mendeley.com/datasets/6v7f7d3x7d
https://data.mendeley.com/datasets/6v7f7d3x7d
Inverter Fault Diagnosis Dataset
https://ieee-dataport.org/open-access/power-electronics-fault-dataset
https://ieee-dataport.org/open-access/power-electronics-fault-dataset
Electric Drive & Converter Dataset (UCI)
https://archive.ics.uci.edu/ml/datasets/APS+Failure+at+Scania+Truck+Assembly
https://archive.ics.uci.edu/ml/datasets/APS+Failure+at+Scania+Truck+Assembly
Power Systems
IEEE Power System Test Cases
https://labs.ece.uw.edu/pstca/
https://labs.ece.uw.edu/pstca/
ENTSO-E Electricity Network Data
https://www.entsoe.eu/data/
https://www.entsoe.eu/data/
NREL Power System Data
https://www.nrel.gov/grid/data-tools.html
https://www.nrel.gov/grid/data-tools.html
UCI Electrical Grid Stability Dataset
https://archive.ics.uci.edu/ml/datasets/Electrical+Grid+Stability+Simulated+Data
https://archive.ics.uci.edu/ml/datasets/Electrical+Grid+Stability+Simulated+Data
Open Power System Data
https://data.open-power-system-data.org/
https://data.open-power-system-data.org/
Wind Turbine / Solar Energy
NREL Wind Toolkit
https://www.nrel.gov/grid/wind-toolkit.html
https://www.nrel.gov/grid/wind-toolkit.html
Wind Turbine SCADA Dataset
https://data.world/energi/wind-turbine-scada
https://data.world/energi/wind-turbine-scada
Global Solar Atlas Data
https://globalsolaratlas.info/downloads
https://globalsolaratlas.info/downloads
GEFCom Renewable Forecasting Dataset
https://www.drhongtao.com/gefcom/
https://www.drhongtao.com/gefcom/
Artificial Intelligence
COCO Dataset
https://cocodataset.org/
https://cocodataset.org/
AI2 ARC Reasoning Dataset
https://allenai.org/data/arc
https://allenai.org/data/arc
Visual Genome
https://visualgenome.org/
https://visualgenome.org/
CLEVR Reasoning Dataset
https://cs.stanford.edu/people/jcjohns/clevr/
https://cs.stanford.edu/people/jcjohns/clevr/
Machine Learning
UCI Machine Learning Repository
https://archive.ics.uci.edu/ml/index.php
https://archive.ics.uci.edu/ml/index.php
OpenML Benchmark Datasets
https://www.openml.org/
https://www.openml.org/
LIBSVM Dataset Collection
https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/
https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/
Deep Learning
MNIST
http://yann.lecun.com/exdb/mnist/
http://yann.lecun.com/exdb/mnist/
CIFAR-10 / CIFAR-100
https://www.cs.toronto.edu/~kriz/cifar.html
https://www.cs.toronto.edu/~kriz/cifar.html
SVHN Dataset
http://ufldl.stanford.edu/housenumbers/
http://ufldl.stanford.edu/housenumbers/
CelebA Face Dataset
https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
ImageNet-21K
https://www.image-net.org/download
https://www.image-net.org/download
AI LLM (Large Language Models)
The Pile (Massive Text Corpus)
https://pile.eleuther.ai/
https://pile.eleuther.ai/
C4 (Colossal Clean Crawled Corpus)
https://www.tensorflow.org/datasets/catalog/c4
https://www.tensorflow.org/datasets/catalog/c4
WikiText-103
https://blog.salesforceairesearch.com/the-wikitext-long-term-dependency-language-modeling-dataset/
https://blog.salesforceairesearch.com/the-wikitext-long-term-dependency-language-modeling-dataset/
OpenWebText
https://github.com/jcpeterson/openwebtext
https://github.com/jcpeterson/openwebtext
BigScience ROOTS Corpus
https://huggingface.co/bigscience-corpus
https://huggingface.co/bigscience-corpus
Alpaca Instruction Dataset
https://github.com/tatsu-lab/stanford_alpaca
https://github.com/tatsu-lab/stanford_alpaca
FLAN Instruction Dataset
https://github.com/google-research/FLAN
https://github.com/google-research/FLAN
Dolly Instruction Dataset
https://github.com/databrickslabs/dolly
https://github.com/databrickslabs/dolly
TinyStories Dataset
https://huggingface.co/datasets/roneneldan/TinyStories
https://huggingface.co/datasets/roneneldan/TinyStories
Artificial General Intelligence
BabyAI Platform & Dataset
https://github.com/mila-iqia/babyai
https://github.com/mila-iqia/babyai
bAbI Reasoning Tasks
https://research.facebook.com/research/babi/
https://research.facebook.com/research/babi/
CLEVR Compositional Reasoning Dataset
https://cs.stanford.edu/people/jcjohns/clevr/
https://cs.stanford.edu/people/jcjohns/clevr/
Neuro-Symbolic AI
CLEVRER (Causal & Symbolic Reasoning)
https://cs.stanford.edu/people/jcjohns/clevrer/
https://cs.stanford.edu/people/jcjohns/clevrer/
DeepProbLog Datasets
https://dtai.cs.kuleuven.be/problog/tutorial.html
https://dtai.cs.kuleuven.be/problog/tutorial.html
Abduction and Argumentation Dataset
https://github.com/IBM/AbductiveLearning
https://github.com/IBM/AbductiveLearning
Cognitive Computing
OpenCog Cognitive Datasets
https://github.com/opencog/opencog
https://github.com/opencog/opencog
ATOMIC Commonsense Knowledge Graph
https://allenai.org/data/atomic
https://allenai.org/data/atomic
ConceptNet
https://conceptnet.io/
https://conceptnet.io/
MindBigData (Human Thought Data)
http://www.mindbigdata.com/opendb/
http://www.mindbigdata.com/opendb/
Self-Supervised Learning
STL-10 Dataset
https://cs.stanford.edu/~acoates/stl10/
https://cs.stanford.edu/~acoates/stl10/
AudioSet (Self-Supervised Audio)
https://research.google.com/audioset/
https://research.google.com/audioset/
Kinetics Video Dataset
https://deepmind.com/research/open-source/kinetics
https://deepmind.com/research/open-source/kinetics
LibriSpeech (SSL for Speech)
https://www.openslr.org/12
https://www.openslr.org/12
Federated Learning
FedScale Dataset Suite
https://github.com/SymbioticLab/FedScale
https://github.com/SymbioticLab/FedScale
Google Federated EMNIST
https://www.tensorflow.org/federated/tutorials/federated_learning_for_image_classification
https://www.tensorflow.org/federated/tutorials/federated_learning_for_image_classification
NIID-Bench Federated Dataset
https://github.com/Xtra-Computing/NIID-Bench
https://github.com/Xtra-Computing/NIID-Bench
Explainable AI
UCI Adult Dataset (XAI Benchmark)
https://archive.ics.uci.edu/ml/datasets/adult
https://archive.ics.uci.edu/ml/datasets/adult
OpenML Explainability Benchmarks
https://www.openml.org/search?type=data
https://www.openml.org/search?type=data
MIMIC-IV (Clinical XAI)
https://mimic.physionet.org/
https://mimic.physionet.org/
FICO Explainable ML Challenge Dataset
https://community.fico.com/s/explainable-machine-learning-challenge
https://community.fico.com/s/explainable-machine-learning-challenge
Quantum Machine Learning
QML Benchmark Datasets (IBM)
https://github.com/Qiskit/qiskit-machine-learning
https://github.com/Qiskit/qiskit-machine-learning
QASM Circuit Dataset
https://github.com/quantumlib/OpenFermion
https://github.com/quantumlib/OpenFermion
QML Toy Datasets (PennyLane)
https://pennylane.ai/qml/datasets
https://pennylane.ai/qml/datasets
Edge AI / TinyML
Google Speech Commands (TinyML)
https://www.tensorflow.org/datasets/catalog/speech_commands
https://www.tensorflow.org/datasets/catalog/speech_commands
Edge Impulse Public Datasets
https://www.edgeimpulse.com/datasets
https://www.edgeimpulse.com/datasets
UCI HAR (Embedded Sensors)
https://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones
https://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones
WISDM Wearable Dataset
https://archive.ics.uci.edu/ml/datasets/WISDM+Smartphone+and+Smartwatch+Activity+and+Biometry+Dataset
https://archive.ics.uci.edu/ml/datasets/WISDM+Smartphone+and+Smartwatch+Activity+and+Biometry+Dataset
Generative AI
LAION-5B Multimodal Dataset
https://laion.ai/blog/laion-5b/
https://laion.ai/blog/laion-5b/
Common Crawl
https://commoncrawl.org/
https://commoncrawl.org/
CelebA (Image Generation)
https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
MusicNet (Audio Generation)
https://homes.cs.washington.edu/~thickstn/musicnet.html
https://homes.cs.washington.edu/~thickstn/musicnet.html
CodeSearchNet (Code Generation)
https://github.com/github/CodeSearchNet
https://github.com/github/CodeSearchNet
Neuromorphic Computing
Spiking Heidelberg Digits (SHD)
https://compneuro.net/datasets/shd/
https://compneuro.net/datasets/shd/
Spiking Speech Commands
https://zenkelab.org/resources/spiking-speech-commands-dataset/
https://zenkelab.org/resources/spiking-speech-commands-dataset/
DVS Gesture Dataset
https://research.ibm.com/interactive/dvsgesture/
https://research.ibm.com/interactive/dvsgesture/
N-MNIST
https://www.garrickorchard.com/datasets/n-mnist
https://www.garrickorchard.com/datasets/n-mnist
Data Science and Analytics
OpenML Benchmark Suite
https://www.openml.org/search?type=data
https://www.openml.org/search?type=data
World Bank Open Data
https://data.worldbank.org/
https://data.worldbank.org/
Google Dataset Search
https://datasetsearch.research.google.com/
https://datasetsearch.research.google.com/
NYC Open Data
https://opendata.cityofnewyork.us/
https://opendata.cityofnewyork.us/
Robotics and Automation
YCB Object and Model Set
https://www.ycbbenchmarks.com/
https://www.ycbbenchmarks.com/
RoboNet Dataset
https://github.com/SudeepDasari/RoboNet
https://github.com/SudeepDasari/RoboNet
KIT Robot Manipulation Dataset
https://data.mendeley.com/datasets/6kz9v3wz3x
https://data.mendeley.com/datasets/6kz9v3wz3x
Oxford RobotCar Dataset
https://robotcar-dataset.robots.ox.ac.uk/
https://robotcar-dataset.robots.ox.ac.uk/
Signals and Systems
MIT-BIH Arrhythmia Database
https://physionet.org/content/mitdb/
https://physionet.org/content/mitdb/
ECG-ID Database
https://physionet.org/content/ecgiddb/
https://physionet.org/content/ecgiddb/
NOAA Signal Data
https://www.ngdc.noaa.gov/
https://www.ngdc.noaa.gov/
UCR Time Series Archive
https://www.timeseriesclassification.com/
https://www.timeseriesclassification.com/
PhysioNet Signal Archive
https://physionet.org/about/database/
https://physionet.org/about/database/
Blockchain
Ethereum Blockchain Dataset
https://www.kaggle.com/atasets/bigquery/ethereum-blockchain
https://www.kaggle.com/atasets/bigquery/ethereum-blockchain
Bitcoin Historical Data
https://www.blockchain.com/explorer
https://www.blockchain.com/explorer
Elliptic Bitcoin Dataset
https://www.kaggle.com/datasets/ellipticco/elliptic-data-set
https://www.kaggle.com/datasets/ellipticco/elliptic-data-set
Blockchain.com Charts Data
https://www.blockchain.com/charts
https://www.blockchain.com/charts
5G Network
ITU IMT-2020 Evaluation Data
https://www.itu.int/en/ITU-R/study-groups/rsg5/Pages/imt-2020.aspx
https://www.itu.int/en/ITU-R/study-groups/rsg5/Pages/imt-2020.aspx
Open5GCore Datasets
https://github.com/OPENAIRINTERFACE/openairinterface5g
https://github.com/OPENAIRINTERFACE/openairinterface5g
5G NR Channel Model Data
https://www.3gpp.org/
https://www.3gpp.org/
IEEE DataPort 5G Datasets
https://ieee-dataport.org/search?query=5G
https://ieee-dataport.org/search?query=5G
VANET
VeReMi Dataset
https://veremi-dataset.github.io/
https://veremi-dataset.github.io/
Luxembourg SUMO Traffic Dataset
https://data.public.lu/en/datasets/luxembourg-sumo-traffic/
https://data.public.lu/en/datasets/luxembourg-sumo-traffic/
NGSIM Vehicle Trajectories
https://ops.fhwa.dot.gov/trafficanalysistools/ngsim.htm
https://ops.fhwa.dot.gov/trafficanalysistools/ngsim.htm
TAPAS Cologne Traffic Dataset
https://www.tapascologne.de/
https://www.tapascologne.de/
V2X Communication
OPV2V Autonomous Driving Dataset
https://mobility-lab.seas.ucla.edu/opv2v/
https://mobility-lab.seas.ucla.edu/opv2v/
DAIR-V2X Dataset
https://thudair.baai.ac.cn/index
https://thudair.baai.ac.cn/index
V2X-Sim Dataset
https://github.com/ai4ce/V2X-Sim
https://github.com/ai4ce/V2X-Sim
OFDM Wireless Communication
COST 207 Channel Model Data
https://www.ee.kth.se/en/teaching/EL2320/Labs/channel-models-1.305922
https://www.ee.kth.se/en/teaching/EL2320/Labs/channel-models-1.305922
IEEE 802.11 OFDM Signal Dataset
https://ieee-dataport.org/documents/ieee-80211-ofdm-signals
https://ieee-dataport.org/documents/ieee-80211-ofdm-signals
Wireless InSite Ray-Tracing Dataset
https://www.remcom.com/wireless-insite-em-propagation-software/
https://www.remcom.com/wireless-insite-em-propagation-software/
MANET (Mobile Ad Hoc Networks)
CRAWDAD MANET Traces
https://crawdad.org/
https://crawdad.org/
MIT MANET Mobility Dataset
https://tracebase.org/tracebase/
https://tracebase.org/tracebase/
UCLA MANET Traffic Traces
http://nrl.cs.ucla.edu/projects/glomosim/
http://nrl.cs.ucla.edu/projects/glomosim/
SDN (Software Defined Networking)
ONOS SDN Traffic Dataset
https://onosproject.org/
https://onosproject.org/
CIC-SDN Dataset
https://www.unb.ca/cic/datasets/sdn.html
https://www.unb.ca/cic/datasets/sdn.html
SDN DDoS Dataset
https://ieee-dataport.org/documents/sdn-ddos-dataset
https://ieee-dataport.org/documents/sdn-ddos-dataset
Mininet Traffic Dataset
https://github.com/mininet/mininet
https://github.com/mininet/mininet
Underwater Sensor Network
WHOI Micro-Modem Acoustic Dataset
https://acomms.whoi.edu/micro-modem/
https://acomms.whoi.edu/micro-modem/
Underwater Acoustic Communication Dataset
https://ieee-dataport.org/documents/underwater-acoustic-communication-dataset
https://ieee-dataport.org/documents/underwater-acoustic-communication-dataset
UUV Simulator Data
https://uuvsimulator.github.io/
https://uuvsimulator.github.io/
Sea Trial Acoustic Dataset
https://www.silabs.com/documents/public/application-notes/an0031.pdf
https://www.silabs.com/documents/public/application-notes/an0031.pdf
IoT (Internet of Things)
IoT-23 Dataset
https://www.stratosphereips.org/datasets-iot23
https://www.stratosphereips.org/datasets-iot23
TON_IoT Dataset
https://research.unsw.edu.au/projects/toniot-datasets
https://research.unsw.edu.au/projects/toniot-datasets
Intel Lab IoT Sensor Dataset
https://db.csail.mit.edu/labdata/labdata.html
https://db.csail.mit.edu/labdata/labdata.html
Smart Home IoT Dataset
https://archive.ics.uci.edu/ml/datasets/
https://archive.ics.uci.edu/ml/datasets/
Quantum Networking
Quantum Internet Dataset (QuNetSim)
https://github.com/tqsd/QuNetSim
https://github.com/tqsd/QuNetSim
IBM Quantum Network Data
https://quantum-computing.ibm.com/services/resources
https://quantum-computing.ibm.com/services/resources
Quantum Entanglement Network Dataset
https://zenodo.org/record/3909547
https://zenodo.org/record/3909547
QKD Experimental Dataset
https://www.kaggle.com/datasets/quantum-machine-learning/qkd-dataset
https://www.kaggle.com/datasets/quantum-machine-learning/qkd-dataset
6G Networks
6G Channel Measurement Dataset
https://www.6gflagship.com/research/data/
https://www.6gflagship.com/research/data/
Terahertz Communication Dataset
https://ieee-dataport.org/documents/terahertz-channel-measurement-dataset
https://ieee-dataport.org/documents/terahertz-channel-measurement-dataset
Hexa-X 6G Dataset
https://hexa-x.eu/
https://hexa-x.eu/
AI-enabled 6G Network Dataset
https://zenodo.org/communities/6g/
https://zenodo.org/communities/6g/
Network Routing
Rocketfuel ISP Topology Dataset
https://www.cs.washington.edu/research/networking/rocketfuel/
https://www.cs.washington.edu/research/networking/rocketfuel/
CAIDA Internet Topology Data
https://www.caida.org/catalog/datasets/
https://www.caida.org/catalog/datasets/
INET Routing Dataset
https://inet.omnetpp.org/
https://inet.omnetpp.org/
Opensource Routing Traces
https://www.routeviews.org/
https://www.routeviews.org/
Intrusion Detection System
CIC-IDS2017
https://www.unb.ca/cic/datasets/ids-2017.html
https://www.unb.ca/cic/datasets/ids-2017.html
UNSW-NB15
https://research.unsw.edu.au/projects/unsw-nb15-dataset
https://research.unsw.edu.au/projects/unsw-nb15-dataset
NSL-KDD
https://www.unb.ca/cic/datasets/nsl.html
https://www.unb.ca/cic/datasets/nsl.html
TII-SSRC-23
https://ieee-dataport.org/documents/tii-ssrc-23
https://ieee-dataport.org/documents/tii-ssrc-23
DARPA IDS Dataset
https://www.ll.mit.edu/r-d/datasets/1998-darpa-intrusion-detection-evaluation-dataset
https://www.ll.mit.edu/r-d/datasets/1998-darpa-intrusion-detection-evaluation-dataset
MIMO (Multiple Input Multiple Output)
DeepMIMO Dataset
https://deepmimo.net/
https://deepmimo.net/
NYU Wireless mmWave MIMO Dataset
https://wireless.engineering.nyu.edu/research/datasets/
https://wireless.engineering.nyu.edu/research/datasets/
Massive MIMO Channel Measurements
https://ieee-dataport.org/documents/massive-mimo-channel-measurements
https://ieee-dataport.org/documents/massive-mimo-channel-measurements
COST 2100 MIMO Dataset
https://www.cost2100.org/
https://www.cost2100.org/
Cognitive Radio Networks
CRAWDAD Spectrum Occupancy Measurements
https://crawdad.org/
https://crawdad.org/
RWTH Aachen Spectrum Measurement Dataset
https://www.mobnets.rwth-aachen.de/research/projects/spectrum-measurements/
https://www.mobnets.rwth-aachen.de/research/projects/spectrum-measurements/
Electrosense Radio Spectrum Dataset
https://electrosense.org/open-data/
https://electrosense.org/open-data/
IEEE 802.22 WRAN Simulation Data
https://standards.ieee.org/standard/802_22-2011.html
https://standards.ieee.org/standard/802_22-2011.html
Digital Forensics
Digital Corpora Forensic Images
https://digitalcorpora.org/
https://digitalcorpora.org/
DFRWS Forensic Challenge Datasets
https://www.dfrws.org/forensic-challenges/
https://www.dfrws.org/forensic-challenges/
NIST CFReDS Dataset
https://www.nist.gov/itl/ssd/software-quality-group/computer-forensic-reference-data-sets-cfreds
https://www.nist.gov/itl/ssd/software-quality-group/computer-forensic-reference-data-sets-cfreds
UC Irvine Memory Forensics Dataset
https://digitalcorpora.org/corpora/memory
https://digitalcorpora.org/corpora/memory
Wireless Body Area Network (WBAN)
MHEALTH Dataset
https://archive.ics.uci.edu/ml/datasets/mhealth+dataset
https://archive.ics.uci.edu/ml/datasets/mhealth+dataset
WISDM Wearable Sensor Dataset
https://www.cis.fordham.edu/wisdm/dataset.php
https://www.cis.fordham.edu/wisdm/dataset.php
BSN Challenge Dataset
https://www.bsn-challenge.org/
https://www.bsn-challenge.org/
LTE (Long Term Evolution)
OpenAirInterface LTE Dataset
https://www.openairinterface.org/
https://www.openairinterface.org/
LTE Drive Test Dataset
https://ieee-dataport.org/documents/lte-drive-test-dataset
https://ieee-dataport.org/documents/lte-drive-test-dataset
Vienna LTE-A Link Level Simulator Data
https://www.nt.tuwien.ac.at/research/mobile-communications/vccs/
https://www.nt.tuwien.ac.at/research/mobile-communications/vccs/
Ad Hoc Networks
MIT Reality Mining Dataset
http://realitycommons.media.mit.edu/realitymining.html
http://realitycommons.media.mit.edu/realitymining.html
UCLA GloMoSim Ad Hoc Dataset
http://nrl.cs.ucla.edu/projects/glomosim/
http://nrl.cs.ucla.edu/projects/glomosim/
Helsinki Mobility Traces
https://www.tracebase.org/tracebase/
https://www.tracebase.org/tracebase/
Forensic Science
Digital Corpora Forensic Images
https://digitalcorpora.org/
https://digitalcorpora.org/
NIST CFReDS
https://www.nist.gov/itl/ssd/software-quality-group/computer-forensic-reference-data-sets-cfreds
https://www.nist.gov/itl/ssd/software-quality-group/computer-forensic-reference-data-sets-cfreds
DFRWS Forensic Challenge Datasets
https://www.dfrws.org/forensic-challenges/
https://www.dfrws.org/forensic-challenges/
GovDocs1 Forensic Corpus
https://digitalcorpora.org/corpora/govdocs
https://digitalcorpora.org/corpora/govdocs
UC Irvine Memory Forensics Dataset
https://digitalcorpora.org/corpora/memory
https://digitalcorpora.org/corpora/memory
Psychology
Open Psychometrics Data
https://openpsychometrics.org/_rawdata/
https://openpsychometrics.org/_rawdata/
Human Connectome Project
https://www.humanconnectome.org/
https://www.humanconnectome.org/
Child Mind Institute Dataset
https://childmind.org/science/share/
https://childmind.org/science/share/
MIDUS Psychological Study
https://midus.wisc.edu/
https://midus.wisc.edu/
APA Open Data Repository
https://www.apa.org/research/open-science/data
https://www.apa.org/research/open-science/data
Public Administration
World Bank Governance Indicators
https://info.worldbank.org/governance/wgi/
https://info.worldbank.org/governance/wgi/
OECD Public Governance Data
https://www.oecd.org/gov/
https://www.oecd.org/gov/
UN Public Administration Dataset
https://publicadministration.un.org/
https://publicadministration.un.org/
USA Government Open Data
https://www.data.gov/
https://www.data.gov/
European Open Government Data
https://data.europa.eu/
https://data.europa.eu/
Economics
Penn World Table
https://www.rug.nl/ggdc/productivity/pwt/
https://www.rug.nl/ggdc/productivity/pwt/
IMF World Economic Outlook Data
https://www.imf.org/en/Data
https://www.imf.org/en/Data
World Bank Development Indicators
https://databank.worldbank.org/source/world-development-indicators
https://databank.worldbank.org/source/world-development-indicators
OECD Economic Outlook
https://www.oecd.org/economy/outlook/
https://www.oecd.org/economy/outlook/
FRED Economic Data
https://fred.stlouisfed.org/
https://fred.stlouisfed.org/
International Relations
Correlates of War Dataset
https://correlatesofwar.org/
https://correlatesofwar.org/
UCDP Conflict Dataset
https://ucdp.uu.se/
https://ucdp.uu.se/
GDELT Global Events Database
https://www.gdeltproject.org/
https://www.gdeltproject.org/
World Trade Organization Statistics
https://stats.wto.org/
https://stats.wto.org/
SIPRI Military Expenditure Database
https://www.sipri.org/databases/milex
https://www.sipri.org/databases/milex
Education
National Center for Education Statistics
https://nces.ed.gov/data/
https://nces.ed.gov/data/
OECD PISA Dataset
https://www.oecd.org/pisa/data/
https://www.oecd.org/pisa/data/
World Bank Education Statistics
https://databank.worldbank.org/source/education-statistics
https://databank.worldbank.org/source/education-statistics
Open University Learning Analytics Dataset
https://analyse.kmi.open.ac.uk/open_dataset
https://analyse.kmi.open.ac.uk/open_dataset
UCI Student Performance Dataset
https://archive.ics.uci.edu/ml/datasets/student+performance
https://archive.ics.uci.edu/ml/datasets/student+performance
Commerce
UN Comtrade International Trade Data
https://comtrade.un.org/
https://comtrade.un.org/
World Bank Enterprise Surveys
https://www.enterprisesurveys.org/
https://www.enterprisesurveys.org/
Retail Scanner Data (US Census)
https://www.census.gov/programs-surveys/economic-census.html
https://www.census.gov/programs-surveys/economic-census.html
Eurostat Business Statistics
https://ec.europa.eu/eurostat
https://ec.europa.eu/eurostat
Global Financial Data
https://globalfinancialdata.com/
https://globalfinancialdata.com/
Business Administration
Crunchbase Open Data Map
https://data.crunchbase.com/
https://data.crunchbase.com/
Compustat Financial Dataset
https://www.marketplace.spglobal.com/
https://www.marketplace.spglobal.com/
IBM HR Analytics Dataset
https://www.ibm.com/communities/analytics/watson-analytics-blog/hr-analytics/
https://www.ibm.com/communities/analytics/watson-analytics-blog/hr-analytics/
Wharton Research Data Services
https://wrds.wharton.upenn.edu/
https://wrds.wharton.upenn.edu/
Physics
CERN Open Data Portal
https://opendata.cern.ch/
https://opendata.cern.ch/
LIGO Open Science Center
https://losc.ligo.org/
https://losc.ligo.org/
Materials Project Dataset
https://materialsproject.org/
https://materialsproject.org/
NIST Physical Measurement Data
https://www.nist.gov/data
https://www.nist.gov/data
Chemistry
PubChem Database
https://pubchem.ncbi.nlm.nih.gov/
https://pubchem.ncbi.nlm.nih.gov/
ChemSpider
https://www.chemspider.com/
https://www.chemspider.com/
Harvard Clean Energy Project Dataset
https://cepdb.molecularspace.org/
https://cepdb.molecularspace.org/
QM9 Molecular Dataset
https://deepchemdata.s3-us-west-1.amazonaws.com/datasets/qm9.csv
https://deepchemdata.s3-us-west-1.amazonaws.com/datasets/qm9.csv
Mathematics
OEIS Integer Sequences
https://oeis.org/
https://oeis.org/
L-Functions and Modular Forms Database
https://www.lmfdb.org/
https://www.lmfdb.org/
UCI Mathematical Datasets
https://archive.ics.uci.edu/ml/index.php
https://archive.ics.uci.edu/ml/index.php
Kaggle Mathematical Modeling Data
https://www.kaggle.com/datasets
https://www.kaggle.com/datasets
Computational Science
NERSC Scientific Data Repository
https://www.nersc.gov/users/data/
https://www.nersc.gov/users/data/
Argonne Leadership Computing Facility Data
https://www.alcf.anl.gov/data
https://www.alcf.anl.gov/data
NASA High-End Computing Data
https://www.nas.nasa.gov/hecc/
https://www.nas.nasa.gov/hecc/
LANL Simulation Datasets
https://lanl.github.io/datasets/
https://lanl.github.io/datasets/
Statistics
StatLib Data Archive
http://lib.stat.cmu.edu/datasets/
http://lib.stat.cmu.edu/datasets/
UCI Machine Learning Repository
https://archive.ics.uci.edu/ml/
https://archive.ics.uci.edu/ml/
World Bank Statistical Data
https://databank.worldbank.org/
https://databank.worldbank.org/
OECD Statistics
https://stats.oecd.org/
https://stats.oecd.org/
US Census Bureau Statistics
https://www.census.gov/data.html
https://www.census.gov/data.html
NCBI BioProject
https://www.ncbi.nlm.nih.gov/bioproject/
https://www.ncbi.nlm.nih.gov/bioproject/
Ensembl Genome Database
https://www.ensembl.org/
https://www.ensembl.org/
Human Protein Atlas
https://www.proteinatlas.org/
https://www.proteinatlas.org/
PDB Biological Structures
https://www.rcsb.org/
https://www.rcsb.org/
BioStudies Database
https://www.ebi.ac.uk/biostudies/
https://www.ebi.ac.uk/biostudies/
Botany
GBIF Plant Occurrence Data
https://www.gbif.org/
https://www.gbif.org/
USDA PLANTS Database
https://plants.sc.egov.usda.gov/
https://plants.sc.egov.usda.gov/
Global Biodiversity Information Facility (Plants)
https://www.gbif.org/dataset
https://www.gbif.org/dataset
Plant Phenotyping Dataset
https://www.plant-phenotyping.org/datasets
https://www.plant-phenotyping.org/datasets
Zoology
GBIF Animal Occurrence Data
https://www.gbif.org/
https://www.gbif.org/
Animal Diversity Web Data
https://animaldiversity.org/
https://animaldiversity.org/
Movebank Animal Tracking Data
https://www.movebank.org/
https://www.movebank.org/
VertNet Vertebrate Dataset
https://vertnet.org/
https://vertnet.org/
Microbiology
NCBI Genome Database
https://www.ncbi.nlm.nih.gov/genome/
https://www.ncbi.nlm.nih.gov/genome/
PATRIC Bacterial Bioinformatics Resource
https://www.patricbrc.org/
https://www.patricbrc.org/
Human Microbiome Project
https://www.hmpdacc.org/
https://www.hmpdacc.org/
MicrobiomeDB
https://microbiomedb.org/
https://microbiomedb.org/
Genetics
NCBI Gene Database
https://www.ncbi.nlm.nih.gov/gene/
https://www.ncbi.nlm.nih.gov/gene/
1000 Genomes Project
https://www.internationalgenome.org/
https://www.internationalgenome.org/
GWAS Catalog
https://www.ebi.ac.uk/gwas/
https://www.ebi.ac.uk/gwas/
OMIM Genetic Disorders Database
https://www.omim.org/
https://www.omim.org/
Genomics
ENCODE Project Dataset
https://www.encodeproject.org/
https://www.encodeproject.org/
GenBank
https://www.ncbi.nlm.nih.gov/genbank/
https://www.ncbi.nlm.nih.gov/genbank/
TCGA Genomic Data
https://portal.gdc.cancer.gov/
https://portal.gdc.cancer.gov/
UCSC Genome Browser Data
https://genome.ucsc.edu/
https://genome.ucsc.edu/
Molecular Biology
Protein Data Bank
https://www.rcsb.org/
https://www.rcsb.org/
UniProt Protein Database
https://www.uniprot.org/
https://www.uniprot.org/
BioGRID Interaction Dataset
https://thebiogrid.org/
https://thebiogrid.org/
STRING Protein Interaction Data
https://string-db.org/
https://string-db.org/
Gene Expression Omnibus
https://www.ncbi.nlm.nih.gov/geo/
https://www.ncbi.nlm.nih.gov/geo/
ImmPort Immunology Data
https://www.immport.org/
https://www.immport.org/
IEDB Immune Epitope Database
https://www.iedb.org/
https://www.iedb.org/
Human Cell Atlas Immune Data
https://www.humancellatlas.org/
https://www.humancellatlas.org/
Vaccine Adverse Event Reporting System
https://vaers.hhs.gov/data.html
https://vaers.hhs.gov/data.html
FlowRepository Cytometry Data
https://flowrepository.org/
https://flowrepository.org/
Neurobiology
OpenNeuro
https://openneuro.org/
https://openneuro.org/
Human Connectome Project
https://www.humanconnectome.org/
https://www.humanconnectome.org/
Neurodata Without Borders
https://www.nwb.org/
https://www.nwb.org/
CRCNS Neural Data Repository
https://crcns.org/
https://crcns.org/
Bioinformatics
NCBI Sequence Read Archive
https://www.ncbi.nlm.nih.gov/sra
https://www.ncbi.nlm.nih.gov/sra
Reactome Pathway Dataset
https://reactome.org/
https://reactome.org/
BioMart Data Portal
https://www.ensembl.org/biomart/
https://www.ensembl.org/biomart/
Zenodo Bioinformatics Datasets
https://zenodo.org/communities/bioinformatics/
https://zenodo.org/communities/bioinformatics/
Marine Biology
NOAA Oceanographic Data
https://www.nodc.noaa.gov/
https://www.nodc.noaa.gov/
Coral Reef Monitoring Dataset
https://www.reefbase.org/
https://www.reefbase.org/
Marine Microbial Eukaryote Transcriptome Project
https://marinemicroeukaryotes.org/
https://marinemicroeukaryotes.org/
Wildlife Biology
Movebank Wildlife Tracking Data
https://www.movebank.org/
https://www.movebank.org/
Global Biodiversity Information Facility
https://www.gbif.org/
https://www.gbif.org/
IUCN Red List Data
https://www.iucnredlist.org/resources/spatial-data-download
https://www.iucnredlist.org/resources/spatial-data-download
Wildlife Insights Camera Trap Data
https://www.wildlifeinsights.org/
https://www.wildlifeinsights.org/
Human Biology
UK Biobank
https://www.ukbiobank.ac.uk/
https://www.ukbiobank.ac.uk/
Human Protein Atlas
https://www.proteinatlas.org/
https://www.proteinatlas.org/
NHANES Health Dataset
https://www.cdc.gov/nchs/nhanes/
https://www.cdc.gov/nchs/nhanes/
Human Cell Atlas
https://www.humancellatlas.org/
https://www.humancellatlas.org/
GTEx Gene Expression Dataset
https://gtexportal.org/home/
https://gtexportal.org/home/
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CEO

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