metadata
language:
- en
tags:
- neuro
- eeg
- powerspectra
- focus
- calm
- longitudinal data
license: apache-2.0
Dataset Card for Dataset Name
Dataset Description
- Homepage: https://usefusion.app
- Repository: https://github.com/NEUROFUSIONInc
- Point of Contact: ore@usefusion.app
Dataset Summary
This is a dataset of EEG data & derived metrics recorded on the Fusion platform from a single particpant through the course of a week.
Task: Eyes closed for 10mins at least twice a day. Participant also gave a short summary at the start of every recording in events.csv
Device: Neurosity Crown - 8 channels [CP3, C3, F5, PO3, PO4, F6, C4, CP4]
Dataset Structure
Data Instances
All dataset are timeseries with a unixTimestamp column. Generated by using the Neurosity brainwaves api
- rawBrainwaves: voltage readings across eeg channels
- signalQuality: standard deviation values & label (great, good, poor, noContact) per channel
- powerByBand: computed eeg power per channel (i.e CP3_delta, CP3_theta, CP3_alpha, CP3_beta, CP3_gamma)
- focus: prediction of user focus based on gamma waves.
- calm: prediction of user calm based on alpha waves.
Data Splits
Each dataset is suffixed with *_unixTimestamp which represents the time of recording.