{ "metadata": { "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5-final" }, "orig_nbformat": 2, "kernelspec": { "name": "Python 3.8.5 64-bit ('sleep_data': conda)", "display_name": "Python 3.8.5 64-bit ('sleep_data': conda)", "metadata": { "interpreter": { "hash": "86954dedc43c71d12ff2edf12b26d3ec54f2a2b29b73b6cd4c966a90f4f1bc38" } } } }, "nbformat": 4, "nbformat_minor": 2, "cells": [ { "source": [ "# Loading MEG data with the `MNE` python package" ], "cell_type": "markdown", "metadata": {} }, { "source": [ "I am interested in sleep data analysis, where one core informational source is neurophysiological data and in particular EEG data coming from polysomnigraphy.\n", "\n", "MNE is a Python package designed particularly for this purpose. Below I outline how to install the package and how to load data with it." ], "cell_type": "markdown", "metadata": {} }, { "source": [ "## Install\n", "\n", "Installation is relatively simple\n", "\n", "`pip install mne`" ], "cell_type": "markdown", "metadata": {} }, { "source": [ "We can also test the status of the package with the `info` method." ], "cell_type": "markdown", "metadata": {} }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import mne\n", "import os" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Platform: Linux-5.4.0-48-generic-x86_64-with-glibc2.10\nPython: 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0]\nExecutable: /home/andras/anaconda3/envs/sleep_data/bin/python\nCPU: x86_64: 8 cores\nMemory: Unavailable (requires \"psutil\" package)\nmne: 0.21.0\nnumpy: 1.19.2 {blas=openblas, lapack=openblas}\nscipy: 1.5.2\nmatplotlib: 3.3.1 {backend=module://ipykernel.pylab.backend_inline}\n\nsklearn: Not found\nnumba: Not found\nnibabel: Not found\ncupy: Not found\npandas: 1.1.3\ndipy: Not found\nmayavi: Not found\npyvista: Not found\nvtk: Not found\n" ] } ], "source": [ " mne.sys_info()" ] }, { "source": [ "## Data Load" ], "cell_type": "markdown", "metadata": {} }, { "source": [ "We can set the path to where we download the dataset." ], "cell_type": "markdown", "metadata": {} }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "mne.set_config('MNE_DATA', '~/MNE_DATA')" ] }, { "source": [ "\n", "Here we use the sample dataset which has its own module.\n", "\n", "First we generate the path where we will download the sample dataset." ], "cell_type": "markdown", "metadata": {} }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [] }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Archive exists (MNE-sample-data-processed.tar.gz), checking hash 12b75d1cb7df9dfb4ad73ed82f61094f.\n", "Decompressing the archive: /home/andras/mne_data/MNE-sample-data-processed.tar.gz\n", "(please be patient, this can take some time)\n", "Successfully extracted to: ['/home/andras/mne_data/MNE-sample-data']\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "'/home/andras/mne_data/MNE-sample-data'" ] }, "metadata": {}, "execution_count": 4 } ], "source": [ "sample_data_folder = mne.datasets.sample.data_path()\n", "sample_data_folder" ] }, { "source": [ "We specify the specific dataset we want to use." ], "cell_type": "markdown", "metadata": {} }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "'/home/andras/mne_data/MNE-sample-data/MEG/sample/sample_audvis_filt-0-40_raw.fif'" ] }, "metadata": {}, "execution_count": 5 } ], "source": [ "sample_data_raw_file = os.path.join(sample_data_folder, 'MEG', 'sample','sample_audvis_filt-0-40_raw.fif')\n", "sample_data_raw_file" ] }, { "source": [ "Then, we download and open the data (here I have it already)" ], "cell_type": "markdown", "metadata": {} }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Opening raw data file /home/andras/mne_data/MNE-sample-data/MEG/sample/sample_audvis_filt-0-40_raw.fif...\n", " Read a total of 4 projection items:\n", " PCA-v1 (1 x 102) idle\n", " PCA-v2 (1 x 102) idle\n", " PCA-v3 (1 x 102) idle\n", " Average EEG reference (1 x 60) idle\n", " Range : 6450 ... 48149 = 42.956 ... 320.665 secs\n", "Ready.\n" ] } ], "source": [ "raw = mne.io.read_raw_fif(sample_data_raw_file)" ] }, { "source": [ "## Data overview" ], "cell_type": "markdown", "metadata": {} }, { "source": [ "Basic information" ], "cell_type": "markdown", "metadata": {} }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\n" ] } ], "source": [ "print(raw)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ " head transform\n dig: 146 items (3 Cardinal, 4 HPI, 61 EEG, 78 Extra)\n file_id: 4 items (dict)\n highpass: 0.1 Hz\n hpi_meas: 1 item (list)\n hpi_results: 1 item (list)\n lowpass: 40.0 Hz\n meas_date: 2002-12-03 19:01:10 UTC\n meas_id: 4 items (dict)\n nchan: 376\n projs: PCA-v1: off, PCA-v2: off, PCA-v3: off, Average EEG reference: off\n sfreq: 150.2 Hz\n>\n" ] } ], "source": [ "print(raw.info)" ] }, { "source": [ "And finally plotting the data" ], "cell_type": "markdown", "metadata": {} }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Effective window size : 13.639 (s)\n", "Effective window size : 13.639 (s)\n", "Effective window size : 13.639 (s)\n" ] }, { "output_type": "display_data", "data": { "text/plain": "
", "image/svg+xml": "\n\n\n\n \n \n \n \n 2020-10-08T19:00:12.708539\n image/svg+xml\n \n \n Matplotlib v3.3.1, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n" 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "image/png": 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\n" 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" ], "image/svg+xml": "\n\n\n\n \n \n \n \n 2020-10-08T19:00:19.027280\n image/svg+xml\n \n \n Matplotlib v3.3.1, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "image/png": 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\n" }, "metadata": {}, "execution_count": 9 } ], "source": [ "raw.plot_psd(fmax=50)\n", "raw.plot(duration=5, n_channels=30)" ] } ] }