My Favorite Data Sets for ML Use

• Enron Emails: https://data.world/brianray/enron-email-dataset
• Registry of open data on AWS: https://registry.opendata.aws/
• EEG Data:
  • https://sccn.ucsd.edu/~arno/fam2data/publicly_available_EEG_data.html
  • https://archive.ics.uci.edu/ml/datasets/eeg+database
• EEG Motor Movement / Imagery Dataset: https://physionet.org/pn4/eegmmidb/
• MRI Images Data:
  • http://www.dspace.cam.ac.uk/bitstream/1810/243410/47/wctM1517.nii
  • Metadata for this file:
    • Filename: wctM1517.nii
    • BrainID: M1517
    • FileType: CotricalThickness
    • BrainType: Exskull
    • ModelType: R6/2
    • CAG: 250
    • Age: 18
    • Sex: M
• EHR Dataset:
  • https://mimic.physionet.org/
  • https://www.i2b2.org/NLP/DataSets/Main.php
  • https://dashboard.healthit.gov/datadashboard/data.php
  • http://archive.ics.uci.edu/ml/datasets.html
• NFL Dataset analysis:
  • https://www.statcrunch.com/5.0/shareddata.php?keywords=NFL
• FIMI Datasets:
  • http://fimi.ua.ac.be/data/
• Retail and more Interesting Datasets: [IBM’s Data Generator]
  • http://www.philippe-fournier-viger.com/spmf/index.php?link=datasets.php
• Quandl: The data source for financial, economic and alternative datasets
  • https://www.quandl.com
• Data.gov
  • https://www.data.gov/open-gov/
• 1000 genome data:
  • http://www.internationalgenome.org/data
    • FTP: ftp://ftp.1000genomes.ebi.ac.uk/vol1/ftp/
• Political TV Ad Dataset:
  • http://politicaladarchive.org/data
• Open Secrets Dataset: Center for responsive politics
  • https://www.opensecrets.org/open-data
• Fisheye Dataset:
  • https://lms.lnt.de/fisheyedataset/
• Internet Archive: A lot of social and community related datasets
  • https://archive.org/
• Heart Rate Database:
  • http://ecg.mit.edu/time-series/
• UC Irvine Machine Learning Repository:
  • http://archive.ics.uci.edu/ml/machine-learning-databases/event-detection/

• Helpful EEG Dataset Repositories

  Examples of online EEG data repositories.

  Sparsely populated online EEG data repositories

  • http://archive.ics.uci.edu/ml/datasets/EEG+Database

  • http://engineuring.wordpress.com/2009/07/08/downloadable-eeg-data/

  • http://headit.ucsd.edu/

  • http://openvibe.inria.fr/?q=datasets

  • http://sccn.ucsd.edu/∼arno/fam2data/publicly_available_EEG_data.html

  • http://sites.google.com/site/projectbci/

  • http://www.bbci.de/competition/

  • http://www.brainsignals.de/

  • http://www.cs.colostate.edu/eeg/eegSoftware.html\#keirndata

  • http://www.eecs.qmul.ac.uk/mmv/datasets/deap/

  • http://www.phypa.org/benchmarking.html

  • http://www.physionet.org/pn4/eegmmidb/

  • http://www.physionet.org/pn6/chbmit/

  • http://www2.hu-berlin.de/eyetracking-eeg/testdata.html

  • http://sleeptight.isr.uc.pt/ISRUC_Sleep/

  • http://www.ceams-carsm.ca/en/mass

  • http://www.tcts.fpms.ac.be/~devuyst/#Databases

  • see: https://sccn.ucsd.edu/∼arno/fam2data/publicly_available_EEG_data.html

  Patient-specific online repositories that may contain EEG data

  Autism:

  • https://sfari.org/resources/autism-cohorts/simons-vip

  • https://ndar.nih.gov/ndar_data_dictionary.html;jsessionid=7D268A92ACF3FCC2EEA35BF07892D394.node1

  • http://aed.newcastle.edu.au/

  Epilepsy:

  • http://www.fdm.uni-freiburg.de/groups/timeseries/epi/EEGData/

  • http://epileptologie-bonn.de/cms/front_content.php?idcat=193&lang=3&changelang=3

  • http://epilepsy.uni-freiburg.de/freiburg-seizure-prediction-project/eeg-database

  • http://ntsa.upf.edu/downloads/andrzejak-rg-schindler-k-rummel-c-2012-nonrandomness-nonlinear-dependence-and

  Epilepsy (intracranial recordings):

  • https://www.ieeg.org/

  Traumatic brain injury:

  • https://fitbir.nih.gov/

  Alzheimer’s disease:

  • http://adni.loni.usc.edu/

  Multi-purpose data repositories with restrictive access

  • http://www.brainnet.net/

  • https://physionet.org/physiobank/database/#neuro

• Health Statistics and Data:
  • http://guides.lib.berkeley.edu/publichealth/healthstatistics/rawdata
• Predict Site for EEG:
  • http://predict.cs.unm.edu/
• Resting State Data:
  • https://dataverse.tdl.org/dataset.xhtml?persistentId=doi:10.18738/T8/EG0LJI
• European Datasets
  • https://data.europa.eu/euodp/en/data/publisher/ecdc
• DataLad datasets
  • http://datasets.datalad.org
• Mike Cohen – Data sets
  • http://www.sciencedirect.com/science/journal/10538119/124/supp/PB
  • https://crcns.org
  • http://senselab.med.yale.edu/ModelDB/

• https://huggingface.co/datasets/DavidVivancos/MindBigData2022