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language: |
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- en |
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tags: |
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- neuro |
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- eeg |
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- powerspectra |
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- focus |
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- calm |
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- longitudinal data |
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license: apache-2.0 |
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--- |
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# Dataset Card for Dataset Name |
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## Dataset Description |
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- **Homepage:** [https://usefusion.app](https://usefusion.app) |
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- **Repository:** [https://github.com/NEUROFUSIONInc](https://github.com/NEUROFUSIONInc) |
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- **Point of Contact:** [email protected] |
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### Dataset Summary |
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This is a dataset of EEG data & derived metrics recorded on the [Fusion](https://usefusion.app) platform from a single particpant through the course of a week. |
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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](./events.csv) |
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Device: [Neurosity Crown](https://neurosity.co) - 8 channels [CP3, C3, F5, PO3, PO4, F6, C4, CP4] |
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## Dataset Structure |
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### Data Instances |
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All dataset are timeseries with a unixTimestamp column. Generated by using the [Neurosity brainwaves api](https://docs.neurosity.co/docs/api/brainwaves) |
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- rawBrainwaves: voltage readings across eeg channels |
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- signalQuality: standard deviation values & label (great, good, poor, noContact) per channel |
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- powerByBand: computed eeg power per channel (i.e CP3_delta, CP3_theta, CP3_alpha, CP3_beta, CP3_gamma) |
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- focus: prediction of user [focus based on gamma waves](https://docs.neurosity.co/docs/api/focus). |
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- calm: prediction of user [calm based on alpha waves](https://docs.neurosity.co/docs/api/calm). |
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### Data Splits |
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Each dataset is suffixed with *_unixTimestamp which represents the time of recording. |
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## Additional Information |
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### Dataset Curators |
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[NEUROFUSION Research Inc.](https://usefusion.app) |
