convert csv to fif.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6f8a7daa",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import mne\n",
    "import glob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2e49496b",
   "metadata": {},
   "outputs": [],
   "source": [
    "raw_files = glob.glob(r\"data/*csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "98f2048a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "5e9ad480",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no data for 0\n",
      "load raw data for 1\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5119\n",
      "    Range : 0 ... 5118 =      0.000 ...    19.992 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C1_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C1_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 2\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C2_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C2_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 3\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5121\n",
      "    Range : 0 ... 5120 =      0.000 ...    20.000 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C3_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C3_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 4\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C4_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C4_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 5\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5121\n",
      "    Range : 0 ... 5120 =      0.000 ...    20.000 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C5_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C5_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 6\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5119\n",
      "    Range : 0 ... 5118 =      0.000 ...    19.992 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C6_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C6_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 7\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C7_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C7_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 8\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C8_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C8_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 9\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C9_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C9_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 10\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C10_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C10_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 11\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C11_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C11_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 12\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C12_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C12_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 13\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C13_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C13_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 14\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C14_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C14_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "no data for 15\n",
      "load raw data for 16\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C16_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C16_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 17\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C17_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C17_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 18\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C18_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C18_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 19\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C19_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C19_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 20\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C20_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C20_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 21\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C21_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C21_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 22\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5121\n",
      "    Range : 0 ... 5120 =      0.000 ...    20.000 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C22_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C22_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "no data for 23\n",
      "load raw data for 24\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C24_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C24_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 25\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C25_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C25_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 26\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5121\n",
      "    Range : 0 ... 5120 =      0.000 ...    20.000 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C26_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C26_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 27\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C27_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C27_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 28\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C28_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C28_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 29\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C29_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C29_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 30\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5121\n",
      "    Range : 0 ... 5120 =      0.000 ...    20.000 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C30_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C30_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 31\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C31_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C31_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 32\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C32_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C32_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 33\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C33_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C33_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 34\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C34_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C34_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 35\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C35_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C35_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 36\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C36_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C36_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 37\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C37_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C37_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 38\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C38_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C38_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 39\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C39_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C39_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 40\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C40_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C40_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 41\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5121\n",
      "    Range : 0 ... 5120 =      0.000 ...    20.000 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C41_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C41_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 42\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C42_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C42_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 43\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C43_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C43_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 44\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5121\n",
      "    Range : 0 ... 5120 =      0.000 ...    20.000 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C44_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C44_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 45\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C45_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C45_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 46\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C46_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C46_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 47\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C47_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C47_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 48\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C48_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C48_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 49\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C49_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C49_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n",
      "load raw data for 50\n",
      "Creating RawArray with float64 data, n_channels=32, n_times=5120\n",
      "    Range : 0 ... 5119 =      0.000 ...    19.996 secs\n",
      "Ready.\n",
      "Writing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C50_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "Closing D:\\workspace\\eeg-connectivity-analysis\\mne_data\\C50_32Ch_48Subjects_fa_raw_eeg.fif\n",
      "[done]\n"
     ]
    }
   ],
   "source": [
    "p = []\n",
    "file = []\n",
    "for i in range(51):\n",
    "    raw_filename = f'data/C{i}_32Ch_48Subjects_fa.csv'\n",
    "    try:\n",
    "        df = pd.read_csv(raw_filename)\n",
    "        print(\"load raw data for\", i)\n",
    "    except:\n",
    "        print(\"no data for\", i)\n",
    "        continue\n",
    "    mne_filename = \"mne_data\" + raw_filename[4:-4] + \"_raw_eeg.fif\"\n",
    "    p.append(i)\n",
    "    file.append(mne_filename)\n",
    "    n_channels = list(df.columns)\n",
    "    sampling_freq = 256\n",
    "    info = mne.create_info(n_channels, sfreq=sampling_freq, ch_types=\"eeg\")\n",
    "    raw = mne.io.RawArray(df.values.T, info)\n",
    "\n",
    "    #...preprocessing ...\n",
    "    raw.save(mne_filename)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "880dcc67",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "a8901a41",
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.DataFrame({\"pid\":p, \"al\":file1, \"fa\":file}).to_csv(\"mne_data.csv\", index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6be4cec4",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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