EEG Eye State

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Dataset Files

Each file has a stable URL (r-link) that you can use directly in scripts, apps, or AI agents. These URLs are permanent and safe to hardcode.

/core/eeg-eye-state/

├ README.md

https://datahub.io/core/eeg-eye-state/_r/-/README.md

├ data/eeg-eye-state.csv

https://datahub.io/core/eeg-eye-state/_r/-/data/eeg-eye-state.csv

└ datapackage.json

https://datahub.io/core/eeg-eye-state/_r/-/datapackage.json

Key Files

Start with these files — they give you everything you need to understand and access the dataset.

datapackage.json— metadata & schema

https://datahub.io/core/eeg-eye-state/_r/-/datapackage.json

README.md— documentation

https://datahub.io/core/eeg-eye-state/_r/-/README.md

Typical Usage

1. Fetch datapackage.json to inspect schema and resources
2. Download data resources listed in datapackage.json
3. Read README.md for full context

Data Files

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eeg-eye-state

Field	Type	Format
AF3	number	default
F7	number	default
F3	number	default
FC5	number	default
T7	number	default
P	number	default
O1	number	default
O2	number	default
P8	number	default
T8	number	default
FC6	number	default
F4	number	default
F8	number	default
AF4	number	default
class	integer	default

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About

Last updated: 9 February 2026
Total rows: ...
Format: CSV
File size: 1.68 MB
Source: OpenML - eeg-eye-state
License: Open Data Commons Public Domain Dedication and Licence (PDDL)

About this dataset

This dataset contains instances of EEG measurements where the output is whether eye was open or not.

All data is from one continuous EEG measurement with the Emotiv EEG Neuroheadset. The duration of the measurement was 117 seconds. The eye state was detected via a camera during the EEG measurement and added later manually to the file after analyzing the video frames.

0 the eye-open state;
1 indicates the eye-closed;

All values are in chronological order with the first measured value at the top of the data.

The features correspond to 14 EEG measurements from the headset, labeled AF3, F7, F3, FC5, T7, P, O1, O2, P8, T8, FC6, F4, F8, AF4.

Data

This dataset was found on OpenML - eeg-eye-state

Data is located in directory data

data/eeg-eye-state.csv

Preparation

This script should be run using Python 3.

Scripts are in directory scripts

scripts/main.py

License

Licensed under the Public Domain Dedication and Licence (assuming either no rights or public domain licence in source data).