The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 41 new columns (CP3_delta, PO3_delta, C4_delta, CP4_theta, PO3_alpha, PO4_delta, PO4_theta, F5_gamma, C4_gamma, F6_theta, CP4_delta, CP3_alpha, F6_delta, CP4_alpha, C3_beta, C3_delta, F6_alpha, C3_gamma, unixTimestamp, CP3_gamma, CP3_beta, CP4_beta, CP3_theta, C4_alpha, CP4_gamma, C3_alpha, C3_theta, C4_beta, F5_theta, F5_beta, PO4_gamma, F5_alpha, PO3_theta, PO3_beta, C4_theta, F6_gamma, PO3_gamma, PO4_alpha, F6_beta, PO4_beta, F5_delta) and 4 missing columns (metric, label, probability, timestamp).
This happened while the json dataset builder was generating data using
hf://datasets/neurofusion/eeg-restingstate/powerByBand/powerByBand_1674239692.json (at revision fe43ac768e0e0df525c5925edb9c27c186730b3b)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Error code: UnexpectedError
Need help to make the dataset viewer work? Open a discussion for direct support.
probability
float64 | timestamp
int64 | label
string | metric
string |
|---|---|---|---|
0 | 1,674,239,693,637 | calm | awareness |
0.404587 | 1,674,239,694,661 | calm | awareness |
0.29577 | 1,674,239,695,584 | calm | awareness |
0.390013 | 1,674,239,696,595 | calm | awareness |
0.485215 | 1,674,239,697,604 | calm | awareness |
0.413993 | 1,674,239,698,556 | calm | awareness |
0.442671 | 1,674,239,699,570 | calm | awareness |
0.517863 | 1,674,239,700,527 | calm | awareness |
0.447058 | 1,674,239,701,540 | calm | awareness |
0.363756 | 1,674,239,702,538 | calm | awareness |
0.228377 | 1,674,239,703,493 | calm | awareness |
0.341945 | 1,674,239,704,507 | calm | awareness |
0.22308 | 1,674,239,705,522 | calm | awareness |
0.400915 | 1,674,239,706,472 | calm | awareness |
0.325928 | 1,674,239,707,483 | calm | awareness |
0.375462 | 1,674,239,708,433 | calm | awareness |
0.468606 | 1,674,239,709,423 | calm | awareness |
0.295117 | 1,674,239,710,414 | calm | awareness |
0.508581 | 1,674,239,711,359 | calm | awareness |
0.297646 | 1,674,239,712,354 | calm | awareness |
0.403515 | 1,674,239,713,359 | calm | awareness |
0.320194 | 1,674,239,714,300 | calm | awareness |
0.398612 | 1,674,239,715,294 | calm | awareness |
0.54159 | 1,674,239,716,246 | calm | awareness |
0.4431 | 1,674,239,717,225 | calm | awareness |
0.547082 | 1,674,239,718,224 | calm | awareness |
0.318715 | 1,674,239,719,164 | calm | awareness |
0.328372 | 1,674,239,720,159 | calm | awareness |
0.460636 | 1,674,239,721,225 | calm | awareness |
0.373102 | 1,674,239,722,105 | calm | awareness |
0.423295 | 1,674,239,723,100 | calm | awareness |
0.290445 | 1,674,239,724,044 | calm | awareness |
0.436067 | 1,674,239,725,067 | calm | awareness |
0.447903 | 1,674,239,726,035 | calm | awareness |
0.377285 | 1,674,239,726,975 | calm | awareness |
0.420015 | 1,674,239,727,971 | calm | awareness |
0.282038 | 1,674,239,728,973 | calm | awareness |
0.424001 | 1,674,239,729,966 | calm | awareness |
0.410142 | 1,674,239,730,912 | calm | awareness |
0.497995 | 1,674,239,731,856 | calm | awareness |
0.374666 | 1,674,239,732,853 | calm | awareness |
0.391419 | 1,674,239,733,842 | calm | awareness |
0.378545 | 1,674,239,734,781 | calm | awareness |
0.398627 | 1,674,239,735,783 | calm | awareness |
0.303786 | 1,674,239,736,784 | calm | awareness |
0.438052 | 1,674,239,737,732 | calm | awareness |
0.287613 | 1,674,239,738,719 | calm | awareness |
0.425128 | 1,674,239,739,673 | calm | awareness |
0.408639 | 1,674,239,740,656 | calm | awareness |
0.410833 | 1,674,239,741,658 | calm | awareness |
0.32059 | 1,674,239,742,594 | calm | awareness |
0.448077 | 1,674,239,743,592 | calm | awareness |
0.494612 | 1,674,239,744,590 | calm | awareness |
0.508587 | 1,674,239,745,540 | calm | awareness |
0.318023 | 1,674,239,746,554 | calm | awareness |
0.413126 | 1,674,239,747,478 | calm | awareness |
0.401085 | 1,674,239,748,472 | calm | awareness |
0.488698 | 1,674,239,749,471 | calm | awareness |
0.432377 | 1,674,239,750,416 | calm | awareness |
0.334996 | 1,674,239,751,403 | calm | awareness |
0.488831 | 1,674,239,752,406 | calm | awareness |
0.420438 | 1,674,239,753,345 | calm | awareness |
0.327803 | 1,674,239,754,352 | calm | awareness |
0.28795 | 1,674,239,755,303 | calm | awareness |
0.447157 | 1,674,239,756,294 | calm | awareness |
0.467223 | 1,674,239,757,286 | calm | awareness |
0.452704 | 1,674,239,758,221 | calm | awareness |
0.269324 | 1,674,239,759,229 | calm | awareness |
0.311965 | 1,674,239,760,228 | calm | awareness |
0.398439 | 1,674,239,761,166 | calm | awareness |
0.46737 | 1,674,239,762,174 | calm | awareness |
0.346786 | 1,674,239,763,116 | calm | awareness |
0.44862 | 1,674,239,764,095 | calm | awareness |
0.376516 | 1,674,239,765,108 | calm | awareness |
0.320015 | 1,674,239,766,047 | calm | awareness |
0.420091 | 1,674,239,767,052 | calm | awareness |
0.433196 | 1,674,239,768,035 | calm | awareness |
0.343976 | 1,674,239,768,977 | calm | awareness |
0.410814 | 1,674,239,769,971 | calm | awareness |
0.301924 | 1,674,239,770,919 | calm | awareness |
0.420868 | 1,674,239,771,909 | calm | awareness |
0.401721 | 1,674,239,772,909 | calm | awareness |
0.308095 | 1,674,239,773,846 | calm | awareness |
0.411579 | 1,674,239,774,848 | calm | awareness |
0.42613 | 1,674,239,775,853 | calm | awareness |
0.404882 | 1,674,239,776,790 | calm | awareness |
0.391523 | 1,674,239,777,777 | calm | awareness |
0.407025 | 1,674,239,778,729 | calm | awareness |
0.551351 | 1,674,239,779,718 | calm | awareness |
0.434852 | 1,674,239,780,722 | calm | awareness |
0.51554 | 1,674,239,781,725 | calm | awareness |
0.481248 | 1,674,239,782,663 | calm | awareness |
0.558905 | 1,674,239,783,665 | calm | awareness |
0.401132 | 1,674,239,784,592 | calm | awareness |
0.421062 | 1,674,239,785,596 | calm | awareness |
0.437092 | 1,674,239,786,536 | calm | awareness |
0.436831 | 1,674,239,787,534 | calm | awareness |
0.524974 | 1,674,239,788,534 | calm | awareness |
0.434957 | 1,674,239,789,468 | calm | awareness |
0.443377 | 1,674,239,790,479 | calm | awareness |
End of preview.
Dataset Card for Dataset Name
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.
Additional Information
Dataset Curators
- Downloads last month
- 6