Request for Dataset Description and Training Code Availability

[AkankshaP0102]

Hello,
Thank you for providing the EEG dataset. I’m currently working with the data, but I’m facing some difficulties due to the lack of detailed information regarding the dataset's structure. It will be of great help if the description of how the dataset is organized and structured will be provided (What each column in the dataset denotes).
Also wanted to ask if there is any training code available for working with the code? If available your help will be highly appreciated.
Having this information would greatly help in understanding and utilizing the dataset more effectively.
Thank you in advance.

[xydxdy]

The CSV file contains chunks of EEG data. Each chunk represents a short segment of EEG and EOG data along with associated metadata for each trial.

• Chunk Size: 14 rows x 32 columns

• Row 1 (Metadata):

  • Columns (8):
    • time_stamp
    • phase: (Phase number: 1=resting, 2=video stimulation, 3=resting after video, 5=performing tasks)
    • scenario: (1: resting during sit, 2: resting during stand, 3: physical sit and stand, 4: trying to stand, 5: trying to sit, 6: imagining to stand, 7: imagining to sit)
    • subject_no
    • gender
    • age
    • event_type: Sit/Stand
    • trial : Trial number

• Rows 2-14 (EEG/EOG Data):

  • Columns represent time steps.
  • Rows represent channels: ['FCz', 'C3', 'Cz', 'C4', 'CP3', 'CPz', 'CP4', 'P3', 'Pz', 'P4', 'POz', 'VEOG', 'HEOG']

• Trial Details:

  • Sampling frequency: 1,200 Hz
  • Duration: ~15 seconds

When working with this code, you should be running Python 3.6.15 with the dependencies updated as specified in the README

[AkankshaP0102]

Thank you @xydxdy for your valuable response!!