{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "4cMI7LRPHuhO" }, "source": [ "(hrd_template)=\n", "# Heart Rate Discrimination task - Summary results" ] }, { "cell_type": "markdown", "metadata": { "id": "RS4nPf2SHuhG" }, "source": [ "Author: Nicolas Legrand " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "ZUJgGeY7H8gq", "tags": [ "hide-cell" ] }, "outputs": [], "source": [ "%%capture\n", "import sys\n", "\n", "if 'google.colab' in sys.modules:\n", " !pip install metadpy, systole, pingouin" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "id": "VNcqaB4zHuhM" }, "outputs": [], "source": [ "from pathlib import Path\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import pingouin as pg\n", "import seaborn as sns\n", "from metadpy import sdt\n", "from metadpy.plotting import plot_confidence\n", "from metadpy.utils import discreteRatings, trials2counts\n", "from scipy.stats import norm\n", "from systole.detection import ppg_peaks\n", "\n", "sns.set_context('talk')\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": { "id": "inaNEpksHuhO" }, "source": [ "This notebook introduces basic analysis steps, plots and quality check for the Heart Rate Discrimination task. The current version use data from a young and healthy participant tested with the default task parameters implemented in the launcher.py file (80 trials per condition, 30 using a 1-Up/1-Down staircase and 50 using the Psi method.\n", "\n", "The target directory is defined by the `path` variable and should include the following files: `final.txt` (the behavioural data), `Intero_posterior.npy` and `Extero_posterior.npy` (the posterior estimates) and `signal.txt` (the PPG signal time series during the interoception trials)." ] }, { "cell_type": "markdown", "metadata": { "id": "p8NY1tssHuhP" }, "source": [ "**Import data**" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "RanXAiXtHuhP", "tags": [ "parameters" ] }, "outputs": [], "source": [ "# Define the result and report folders - This should be adapted to you own settings\n", "resultPath = Path(Path.cwd(), \"data\", \"HRD\")\n", "reportPath = Path(Path.cwd(), \"reports\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [] }, "outputs": [], "source": [ "# ensure that the paths are pathlib instance in case they are passed through cardioception.reports.report\n", "resultPath = Path(resultPath)\n", "reportPath = Path(reportPath)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "e06-piOKHuhQ" }, "outputs": [], "source": [ "# Logs dataframe\n", "df = pd.read_csv(\n", " [file for file in Path(resultPath).glob('*final.txt')][0]\n", " )\n", "\n", "# History of posteriors distribution\n", "try:\n", " interoPost = np.load(\n", " [file for file in Path(resultPath).glob('*Intero_posterior.npy')][0]\n", " )\n", "except:\n", " interoPost = None\n", "try:\n", " exteroPost = np.load(\n", " [file for file in Path(resultPath).glob('*Extero_posterior.npy')][0]\n", " )\n", "except:\n", " exteroPost = None\n", "\n", "# PPG signal\n", "signal_df = pd.read_csv(\n", " [file for file in Path(resultPath).glob('*signal.txt')][0]\n", " )\n", "signal_df['Time'] = np.arange(0, len(signal_df))/1000 # Create time vector" ] }, { "cell_type": "markdown", "metadata": { "id": "-YL6QItZHuhQ" }, "source": [ "# Response time" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 371 }, "id": "1e2HWDnnHuhR", "outputId": "311612eb-fb60-4638-a5ba-dc7bdfcaf62d" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palette = ['#b55d60', '#5f9e6e']\n", "\n", "fig, axs = plt.subplots(1, 2, figsize=(13, 5))\n", "for i, task, title in zip([0, 1], ['DecisionRT', 'ConfidenceRT'], ['Decision', 'Confidence']):\n", " sns.boxplot(data=df, x='Modality', y=task, hue='ResponseCorrect',\n", " palette=palette, width=.15, notch=True, ax=axs[i])\n", " sns.stripplot(data=df, x='Modality', y=task, hue='ResponseCorrect',\n", " dodge=True, linewidth=1, size=6, palette=palette, alpha=.6, ax=axs[i])\n", " axs[i].set_title(title)\n", " axs[i].set_ylabel('Response Time (s)')\n", " axs[i].set_xlabel('')\n", " axs[i].get_legend().remove()\n", "sns.despine(trim=10)\n", "\n", "handles, labels = axs[0].get_legend_handles_labels()\n", "plt.legend(handles[0:2], ['Incorrect', 'Correct'], bbox_to_anchor=(1.05, .5), loc=2, borderaxespad=0.)" ] }, { "cell_type": "markdown", "metadata": { "id": "AHWKhCf-HuhT" }, "source": [ "Response time distribution for the decision and the confidence rating phases for correct (red) and incorrect (green) responses." ] }, { "cell_type": "markdown", "metadata": { "id": "D3XNBf5-HuhT" }, "source": [ "# Metacognition" ] }, { "cell_type": "markdown", "metadata": { "id": "4XUsazH4HuhU" }, "source": [ "SDT estimate for decision 1 perforamces (d' and criterion)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "FZ7NrgpXHuhV", "outputId": "e61560b5-d9db-4496-8fe9-d617d5021dcc" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Condition: Intero - d-prime: 1.38023349795524 - criterion: 0.4602326313983878\n", "Condition: Extero - d-prime: 2.699085962223946 - criterion: 0.382121415010272\n" ] } ], "source": [ "for i, cond in enumerate(['Intero', 'Extero']):\n", " this_df = df[df.Modality == cond].copy()\n", " if len(this_df) > 0:\n", " this_df['Stimuli'] = (this_df.responseBPM > this_df.listenBPM)\n", " this_df['Responses'] = (this_df.Decision == 'More')\n", "\n", " hit, miss, fa, cr = this_df.scores()\n", " hr, far = sdt.rates(hits=hit, misses=miss, fas=fa, crs=cr)\n", " d, c = sdt.dprime(hit_rate=hr, fa_rate=far), sdt.criterion(hit_rate=hr, fa_rate=far)\n", " \n", " print(f'Condition: {cond} - d-prime: {d} - criterion: {c}')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 387 }, "id": "pUYRU_Z5HuhV", "outputId": "2c37ccd8-4674-44c6-c778-1decf1d5fe13" }, "outputs": [ { "data": { "image/png": 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j87Q3a9ZMffr0kSQtWbKkyONfunRJEyZMUIMGDTRz5sySBQsAAGAiCnkAAAAo1WJjY2W1WuXt7a3OnTvn26dHjx6SpO3btxd5/H/96186c+aM5s6dKz8/vxLFCgAAYCYKeQAAACjVDh06JElq2LChPD098+3TpEkTSdLBgweLNHZUVJQ+/vhjDRo0SIMHDy5RnAAAAGYrM6vWAgAAoGy6ePGiJN1wRdqctkuXLhV63GvXrmn8+PHy8/PTO++8U+z4IiIiFBkZWai+cXFxxZ4HAACAQh4AAABKtdTUVEmSl5dXgX28vb0lZRfnCmvatGk6fPiwZs+erYCAgGLHd+rUKcXExBR7fwAAgMKikAcAAIBSzcfHR5KUlpZWYB+r1SpJ8vX1LdSYsbGxeuuttxQcHKwJEyaUKL66deuqY8eOheobFxdXpGIjAADA9SjkAQAAoFTz9/eX9McjtvnJacvp+1ceeughZWVlKTIyUu7u7iWKLywsTGFhYYXqGxISwt17AACg2CjkAQAAoFRr3ry5JCkxMVHp6en5Lnhx+PDhXH3/SmxsrNzd3TVgwIA8bUlJSZKkbdu2qU6dOpKkn376qUSP3wIAANgDhTwAAACUasHBwfLy8pLVatXOnTvVvXv3PH02b94sSerWrVuhx83MzNSZM2cKbE9PT7e1Z2ZmFjFqAAAA+3NzdgAAAADAjVSqVEl9+/aVpHxXh42Pj1dUVJQkaejQoYUa0zCMAn+mTZsmSerZs6dtW1BQkH0OBgAAoAQo5AEAAKDUmzp1qiwWixYsWKDIyEgZhiEpe8XYkSNHKisrS4MHD1b79u1z7RcUFKSgoCAtXbrUGWEDAADYFYU8AAAAlHqdOnXS7NmzJWUvLhEYGKiOHTuqUaNGio6OVosWLTR//vw8+yUkJCghIcH23jsAAABXRiEPAAAALiE8PFzfffed+vXrp+TkZO3fv1+BgYGaMmWKdu3apRo1ajg7RAAAAFOx2AUAAABcRmhoqEJDQwvdP+cR3KKYPn26pk+fXuT9AAAAzMYdeQAAAAAAAIALoJAHAAAAAAAAuAAKeQAAAAAAAIALoJAHAAAAAAAAuADTF7vIyMjQkSNHdO7cOVksFtWoUUONGzeWhwfrbAAAAJQV5HwAAADmMyWzunr1qj7//HMtW7ZM27dv17Vr13K1+/r6qkuXLho6dKhGjRqlypUrmxEGAAAATETOBwAA4Fh2LeRdvnxZr7zyit577z1du3ZNrVq10r333qsmTZqoevXqysrK0qVLl3T48GHt2LFDjz/+uJ555hk99thjmjJliqpWrWrPcAAAAGACcj4AAADnsGshr3HjxqpataqmTp2qf/zjHwoICLhh/+PHj+u///2vIiIi9OGHH+rChQv2DAcAAAAmIOcDAABwDrsW8mbPnq3Ro0fL3d29UP0DAgI0ceJEPfPMM1qwYIE9QwEAAIBJyPkAAACcw66FvAceeKBY+7m7uxd7XwAAADgWOR8AAIBzuDk7AAAAAAAAAAB/zfRC3sKFC9WxY0dVrlxZAQEB2rVrl9lTAgAAwMHI+QAAAMxnaiHvs88+05gxY1ShQgWNGjVKJ0+e1NWrVyVJZ8+e1ciRIxUdHW1mCAAAADAZOR8AAIBjmFrImzVrlvr3768tW7ZoxowZMgzD1larVi2dPn1a8+bNMzMEAAAAmIycDwAAwDFMLeTFx8dr4MCBkiSLxZKn/dZbb9WWLVvMDAEAAAAmI+cDAABwDFMLef7+/rpy5UqB7Q0bNtTJkyfNDAEAAAAmI+cDAABwDFMLeaGhoVq4cGGB7b///rvc3d3NDAEAAAAmI+cDAABwDFMLeZMnT9avv/6qUaNG2V54nMMwDH3xxRdq0qSJmSEAAADAZOR8AAAAjuFh5uCtWrXSihUrNHz4cK1Zs0YWi0UrVqzQ7t27tWzZMu3atYsXHwMAALg4cj4AAADHMLWQJ0l33HGH9u3bp5dffllLly7VO++8kz2xh4ceffRRjR071uwQAAAAYDJyPgAAAPOZ+mhtjvr16ysiIkLnzp3T0aNHtWfPHp0/f15z587Nd2Wz4tiwYYMGDBigmjVrytfXVy1bttTUqVOVnJxc5LEeeOABWSyWG/6sXbvWLnEDAACUFY7I+QAAAMoz0+/Iu56bm5sCAwPtPu7cuXP15JNPyjAMNWjQQAEBAdq/f79mzpypZcuWacuWLapWrVqRxw0ICFDDhg3zbfP39y9p2AAAAGWSWTkfAABAeWdqIe/8+fN64YUXtHPnTnl6eqpFixYKDg5WcHCwOnTooKpVq5Z4jujoaIWHh0uSIiIiNG7cOFksFp08eVKDBg1SdHS0xo0bp2XLlhV57AcffFDTp08vcYwAAABlmSNyPgAAAJhcyHvwwQe1evVqtWrVSl5eXlq1apUWLlxoe7QiMDBQwcHBxSqy5ZgxY4aysrI0ZswYjR8/3ra9Xr16WrRokVq2bKnly5dr7969ateuXYmPCQAAALk5IucDAACAyYW8jRs36p///Kc+/PBD27Zjx45p9+7d2r17t2JjYxUTE1Ps8ZOSkmzvqru+iJejWbNm6tOnj9avX68lS5ZQyAMAADCB2TkfAAAAsplayKtatao6d+6ca1tQUJCCgoI0ePDgEo8fGxsrq9Uqb2/vPPPk6NGjh9avX6/t27cXefwNGzbol19+0YULF1S1alWFhITovvvu450vAAAA1zE75wMAAEA2U1etvffee7VhwwbTxj906JAkqWHDhvL09My3T5MmTSRJBw8eLPL4mzZt0tKlS7Vhwwb973//0wsvvKBmzZrp9ddfL37QAAAAZYzZOR8AAACymXpH3ksvvaRbb71V8+bN08MPP2z38S9evChJN1yRNqft0qVLhR63WbNmmjVrlvr06aOgoCB5e3tr7969mjVrlpYsWaKJEyfKz89Pjz766A3HiYiIUGRkZKHmjIuLK3R8AAAApYnZOR8AAACymVrI8/b21j333KPHHntMn332me655x516tRJHTp0UOXKlUs8fmpqqiTJy8vrhjFI0rVr1wo97vPPP59nW5cuXfTll1/qscce03vvvafnn39eY8aMkZ+fX4HjnDp1ivfBAACAMs/snA8AAADZTC3kPfLII/rwww9lsVgUGxur7du321Yva9SokYKDg9WxY0dNnjy5WOP7+PhIktLS0grsY7VaJUm+vr7FmuPPXnnlFX3wwQe6fPmyoqKiNGjQoAL71q1bVx07dizUuHFxcUUqNgIAAJQWZud8AAAAyGZqIW/JkiW64447tHTpUvn5+eno0aOKjY21/Wzbtk3Lly8vdlLn7+8v6Y9HbPOT05bTt6SqVKmi1q1bKzY2VvHx8TfsGxYWprCwsEKNGxISwt17AADAJZmd8wEAACCbqYU8Dw8P3XPPPbbHTxs1aqRGjRppyJAhtj5nz54t9vjNmzeXJCUmJio9PT3fBS8OHz6cq6895DzKm5GRYbcxAQAAXJXZOR8AAACymbpq7V133aW9e/fesE+tWrWKPX5wcLC8vLxktVq1c+fOfPts3rxZktStW7diz3O9jIwMHThwQJLUoEEDu4wJAADgyszO+QAAAJDN1ELeK6+8oq+//lo//vijKeNXqlRJffv2laR8V4eNj49XVFSUJGno0KF2mTMiIkJXrlyRh4eH+vTpY5cxAQAAXJnZOR8AAACymVrIa9mypVJTU9WrVy9NmDBBGzduVFJSkl3nmDp1qiwWixYsWKDIyEgZhiEpe8XYkSNHKisrS4MHD1b79u1z7RcUFKSgoCAtXbo01/bvvvtOEydOzPP+u7S0NM2dO1dPP/20JOnhhx9W3bp17XosAAAArsgROR8AAABMLuSNHDlS9erVk7u7u9555x2FhoaqatWqatGihUaMGKHXXntN3377bYnm6NSpk2bPni0pe3GJwMBAdezYUY0aNVJ0dLRatGih+fPn59kvISFBCQkJeZLM5ORkvf7662revLnq1Kmjm2++WTfffLOqV6+uCRMmKC0tTffcc49mzZpVorgBAADKCkfkfAAAADB5sYsPPvhAkpSZmakDBw5o9+7dtp+oqCh9+eWXslgsyszMLNE84eHhatu2rWbNmqUdO3bo7NmzCgwM1NChQzV58mTbi5cLIyQkRFOnTtWPP/6o+Ph4HThwQOnp6apZs6buvPNOPfDAAxo4cGCJ4gUAAChLHJXzAQAAlHemFvJyuLu7q3Xr1mrdurVGjRpl237ixAnt3r3bLnOEhoYqNDS00P1zHsH9s4CAAL388st2iQkAAKA8cUTOBwAAUJ45pJBXkPr166t+/frODAEAAAAmI+cDAACwD1PfkSdJGzZsUN++fdWoUSO1adNGo0aN0tKlS5WVlWX21AAAAHAQcj4AAADzmVrI++abb3THHXdox44dCggIkL+/v9atW6fhw4erQ4cOOnr0qJnTAwAAwAHI+QAAABzD1ELeiy++qPbt2+vYsWPatGmTNm/erHPnzmnFihW6cuWKbrvtNl28eNHMEAAAAGAycj4AAADHMLWQt2/fPj344IOqWrWqbZvFYtGgQYP0448/Kj09nYUlAAAAXBw5HwAAgGOYWsirXLmyMjMz822rV6+ewsLCtHLlSjNDAAAAgMnI+QAAABzD1ELebbfdpgULFhT4kuOAgACdPHnSzBAAAABgMnI+AAAAxzC1kDdlyhTt3btXw4cP1/nz5/O0b9iwQXXq1DEzBAAAAJiMnA8AAMAxPMwcPDg4WJ999pnuv/9+NWzYUAMGDFCrVq3k7e2tLVu2aN26dZo+fbqZIQAAAMBk5HwAAACOYWohT5LuvfdetW3bVjNnztSqVau0dOlSSZKvr69efPFFPf/882aHAAAAAJOR8wEAAJjP1ELewYMHlZycrODgYP33v/9VZmamjhw5IovFokaNGsnd3d3M6QEAAOAA5HwAAACOYWohb9KkSfr555916NAhWSwWubu7q1mzZmZOCQAAAAcj5wMAAHAMUxe72L59u+677z65ueWdJj09XT179tSiRYvMDAEAAAAmI+cDAABwDFMLeZcuXVJgYGC+bZ6enmrVqpXee+89M0MAAACAycj5AAAAHMPUQl79+vV15MiRAtvbtWunuLg4M0MAAACAycj5AAAAHMPUQl7fvn01b948XbhwId/2zMxMWa1WM0MAAACAycj5AAAAHMPUQt6kSZOUmZmpvn376tdff83TvmLFCjVp0sTMEAAAAGAycj4AAADHMHXV2oYNG2rNmjUaNGiQWrdurbvuukudOnWSJK1bt07btm3T7NmzzQwBAAAAJiPnAwAAcAxTC3mS1K1bN+3bt0/Tp0/XkiVLtGrVKkmSu7u7HnroIT3++ONmhwAAAACTkfMBAACYz9RHa1euXKkrV66odu3aev/993X27FkdPXpUe/bs0fnz5xUZGSl3d3czQwAAAIDJyPkAAAAcw9RC3t///netWbPmj8nc3BQYGKi2bduqSpUqZk4NAAAAByHnAwAAcAxTC3mGYdywffXq1Ro4cKCZIQAAAMBk5HwAAACOYfd35C1cuFDR0dHq3LmzJMlisRTY9/Lly/r666/tHQIAAABM5qycb8OGDZo1a5Z27NihpKQkBQYGatiwYZo0aZIqVqxYpLEiIyO1bds2xcbG6vTp07p48aIqVqyoli1basiQIXr88cdVoUIFu8QNAABgD3a/I+/y5ct67733NGrUKFksFv3zn/9Ux44d9eCDD2ru3LnavHmzfv/9d0nSvn375O/vb+8QAAAAYDJn5Hxz585VaGio1qxZIx8fH7Vq1UrHjh3TzJkz1alTJ128eLFI4z333HP69NNPFR8fr8qVK6tDhw6qUKGCduzYoYkTJ6pDhw46fvx4ieMGAACwF7sX8h5//HFdvXpVW7dulWEYuuWWW+Tn56dly5bpySefVK9evVS1alXVqFFDb7zxhkJDQ+0dAgAAAEzm6JwvOjpa4eHhkqSIiAglJiYqJiZGR44cUUhIiOLi4jRu3LgijTl9+nTt3LlTSUlJio+P108//aSTJ09qy5YtqlevnuLj4/Xwww+XKG4AAAB7svujtZLk7e2tbt26qW/fvnr88cfVv39/SdLhw4cVGxurPXv26OjRo2rUqJGeeeYZM0IAAACAyRyZ882YMUNZWVkaM2aMxo8fb9ter149LVq0SC1bttTy5cu1d+9etWvXrlBj5hQG/6x79+566623dO+992rt2rVKTk4u8mO7AAAAZjClkJfjm2++yfW5SZMmatKkiYYOHWrmtAAAAHAgs3O+pKQkrV27VpJyFfFyNGvWTH369NH69eu1ZMmSQhfybqRVq1aSpKysLKWmplLIAwAApYKpq9bu3LlTqampZk4BAAAAJzM754uNjZXVapW3t7dtcY0/69GjhyRp+/btdplzy5YtkqSgoCBVr17dLmMCAACUlKl35HXt2lXu7u5q1qyZ2rdvrw4dOtj+WadOHTOnBgAAgIOYnfMdOnRIktSwYUN5enrm26dJkyaSpIMHDxZ7noyMDJ08eVIrVqzQlClT5OnpqTlz5hR7PAAAAHsztZD36aefKjY2VjExMfrmm2/0xRdfyGKxSJJq1qyp9u3bKzg4WK+++qqZYQAAAMBEZud8OavRVqtWrcA+OW2XLl0q8vjh4eF6++23c22788479dJLL6lr165/uX9ERIQiIyMLNVdcXFyR4wMAAMhhaiFv9OjRGj16tO3z4cOH9eOPP+qLL77QmjVrFBsbq6ioKAp5AAAALszsnC/nsV0vL68C+3h7e0uSrl27VuTxGzdurO7du8tqtSohIUHnzp3T1q1btXDhQgUHB9vGLsipU6cUExNT5HkBAACKytRC3p/lvPj4vvvu02effabXX39dP//8syNDAAAAgMnsnfP5+PhIktLS0grsY7VaJUm+vr5FHn/ChAmaMGGC7fPmzZv16KOP6t1331VCQoJWrVp1w/3r1q2rjh07FmquuLi4YhUbAQAAJJMXu7iRMWPGqGXLlpo9e7azQgAAAIDJ7JHz+fv7S/rjEdv85LTl9C2JHj166Ouvv5anp6dWr16trVu33rB/WFiYoqOjC/WTsxouAABAcTitkCdJt956qxYvXuzMEAAAAGCykuZ8zZs3lyQlJiYqPT093z6HDx/O1bekAgIC1K5dO0lSdHS0XcYEAAAoKVMfre3evbtCQkIUHBys4OBgtWnTRh4ef0x59OjRG36zCgAAgNLP7JwvODhYXl5eslqt2rlzp7p3756nz+bNmyVJ3bp1K/Y8f5aRkZHrnwAAAM5maiEvNTVVkZGRSktLk8Vikaenp1q3bq2bbrpJycnJWrVqlW677TYzQwAAAIDJzM75KlWqpL59+2rVqlWKjIzMU8iLj49XVFSUJGno0KElOpbrx8x5r19wcLBdxgQAACgpUwt50dHRysjI0P79+xUbG6vY2Fjt3r1b69atU3Jysnr06KHIyEgzQwAAAIDJHJHzTZ06VatXr9aCBQvUvXt3jRs3ThaLRadOndLIkSOVlZWlwYMHq3379rn2CwoKkiS9+eabuYp8S5Ys0alTpzR8+HDVqVMn1z4bNmzQuHHjlJWVpeDgYPXs2bNEsQMAANiL6avWenh4qF27dmrXrp3uv/9+0+bZsGGDZs2apR07digpKUmBgYEaNmyYJk2apIoVK5Z4/Pfee0+PPfaYJKlnz57auHFjiccEAAAoK8zO+Tp16qTZs2fr6aefVlhYmGbOnKkaNWpo//79slqtatGihebPn59nv4SEBElSUlJSru0nTpzQU089pSeffFIBAQGqU6eODMPQsWPHdP78eUnSTTfdpBUrVsjNzamvlQYAALAxPSuxWq2yWq2mzjF37lyFhoZqzZo18vHxUatWrXTs2DHNnDlTnTp1KvF7+E6cOKHJkyfbKVoAAICyxxE5X3h4uL777jv169dPycnJ2r9/vwIDAzVlyhTt2rVLNWrUKPRYgwcP1iuvvKI777xT7u7u+uWXX7R37155eXmpX79+mj9/vmJjY9WwYUMTjwgAAKBoTLkjLy0tTa+88oo+++wz27eg1atXV2hoqMaOHavQ0FC7zRUdHa3w8HBJUkREhO0xi5MnT2rQoEGKjo7WuHHjtGzZsmLP8eijjyo5OVkDBgzQ6tWr7RQ5AACAa3NkzpcjNDS0SOMahpHv9qCgIE2ePJkvawEAgEux+x15aWlpuv322/Xyyy/r1KlTatmypYKDg5WRkaEvvvhCd955p+666y6dOnXKLvPNmDFDWVlZGj16tMaPHy+LxSJJqlevnhYtWiQ3NzctX75ce/fuLdb4X375pVauXKnHH39cISEhdokZAADA1Tk65wMAAIAJd+S99dZb2rJli5544gnNnDlTlSpVsrXt3LlT7777rhYuXKju3bvrhx9+UEBAQLHnSkpK0tq1ayVJ48ePz9PerFkz9enTR+vXr9eSJUvUrl27Io1/6dIlTZgwQQ0aNNDMmTP15ptvFjtWAACAssSROR8AAOWNYRhKSUlxdhh2VaFCBdvNVyg+uxfyFi1apNtvv11vv/12nrbOnTurc+fOGjNmjEaMGKHBgwfrp59+KvYLhGNjY2W1WuXt7a3OnTvn26dHjx5av369tm/fXuTx//Wvf+nMmTP63//+Jz8/v2LFCAAAUBY5MucDAKC8SUlJKXN1iKSkJLssRlre2T2bio+PV79+/W7YJzQ0VMuWLdOePXv00UcfFXuuQ4cOSZIaNmwoT0/PfPs0adJEknTw4MEijR0VFaWPP/5YgwYN0uDBg4sdIwAAQFnkyJwPAAAA2ex+R56np6e8vb3/st9tt92m/v376/PPP9fYsWOLNVfOarTVqlUrsE9O26VLlwo97rVr1zR+/Hj5+fnpnXfeKVZsUvbiG5GRkYXqGxcXV+x5AAAAHM2ROR8AAOXZ8Dlj5eGd/81LpV2GNV1fhn/g7DDKFLsX8po0aaLY2NhC9e3Vq5f+/e9/F3uu1NRUSZKXl1eBfXISzGvXrhV63GnTpunw4cOaPXt2id7ncurUKcXExBR7fwAAgNLKkTkfAADlmYe3pzxdtJAH+7N7IW/IkCF69dVXNX36dNWvX/+GfX18fHT16tViz+Xj4yMpe9W0glitVkmSr69vocaMjY3VW2+9peDgYE2YMKHYsUlS3bp11bFjx0L1jYuLK1KxEQAAwJkcmfMBAAAgm90LeY8//rjeeecdDRw4UN98841q165dYN+dO3eqQYMGxZ7L399f0h+P2OYnpy2n71956KGHlJWVpcjISLm7uxc7NkkKCwtTWFhYofqGhIRw9x4AAHAZjsz5AAAAkM3ui11UqVJF//3vf3XgwAG1bdtW7733npKTk/P0++qrr7Rw4UL179+/2HM1b95ckpSYmKj09PR8+xw+fDhX378SGxsri8WiAQMGqE6dOrl+3nzzTUnStm3bbNuOHz9e7PgBAABclSNzPgAAAGSz+x15ktS7d299/fXXGjVqlJ544glNmTJFvXv3VuPGjZWSkqI9e/Zox44dqlOnjqZMmVLseYKDg+Xl5SWr1aqdO3eqe/fuefps3rxZktStW7dCj5uZmakzZ84U2J6enm5rz8zMLGLUAAAAZYOjcj4AAABkM6WQJ2W/1Hj//v16++239eGHH+qrr77K1X7HHXdo3rx5N3wM469UqlRJffv21apVqxQZGZmnkBcfH6+oqChJ0tChQws1pmEYBbZNnz5dL730knr27KmNGzcWO24AAICywhE5HwAAALLZ/dHa61WpUkUvvviiEhISFB8fr++//15RUVE6deqU1q1bp0aNGpV4jqlTp8pisWjBggWKjIy0FeJOnTqlkSNHKisrS4MHD1b79u1z7RcUFKSgoCAtXbq0xDEAAACUZ47I+QAAAGDiHXl/1qRJEzVp0sTu43bq1EmzZ8/W008/rbCwMM2cOVM1atTQ/v37ZbVa1aJFC82fPz/PfgkJCZKkpKQku8cEAABQXpm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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 2, figsize=(13, 5))\n", "\n", "for i, cond in enumerate(['Intero', 'Extero']):\n", " try:\n", " this_df = df[(df.Modality == cond) & (df.RatingProvided == 1)]\n", " this_df = this_df[~this_df.Confidence.isnull()]\n", " new_confidence, _ = discreteRatings(this_df.Confidence)\n", " this_df['Confidence'] = new_confidence\n", " this_df['Stimuli'] = (this_df.Alpha > 0).astype('int')\n", " this_df['Responses'] = (this_df.Decision == 'More').astype('int')\n", " nR_S1, nR_S2 = trials2counts(data=this_df)\n", " plot_confidence(nR_S1, nR_S2, ax=axs[i])\n", " axs[i].set_title(f'{cond}ception')\n", " except:\n", " print('Invalid ratings')\n", " this_df = df[df.Modality == cond]\n", " sns.histplot(this_df[this_df.ResponseCorrect==1].Confidence, ax=axs[i], color=\"#5f9e6e\",)\n", " sns.histplot(this_df[this_df.ResponseCorrect==0].Confidence, ax=axs[i], color=\"#b55d60\")\n", " axs[i].set_title(f'{cond}ception')\n", "sns.despine()\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "id": "ymYSLHbFHuhV" }, "source": [ "Distribution of confidence ratings for correct (green) and incorrect (red) trials. Overlapping distribution suggests that the subjective confidence in the decision was not predictive of decision performances." ] }, { "cell_type": "markdown", "metadata": { "id": "oUcRkqj6HuhW" }, "source": [ "# Psychophysics" ] }, { "cell_type": "markdown", "metadata": { "id": "qEHiQ1WIHuhW" }, "source": [ "Distribution of the intensities values." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 406 }, "id": "kGw43ZDGHuhW", "outputId": "1122cfbe-9ad1-4999-fccb-5c19dc707044" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 1, figsize=(8, 5))\n", "\n", "for cond, col in zip(['Intero', 'Extero'], ['#c44e52', '#4c72b0']):\n", " this_df = df[df.Modality == cond]\n", " axs.hist(this_df.Alpha, color=col, bins=np.arange(-40.5, 40.5, 5), histtype='stepfilled',\n", " ec=\"k\", density=True, align='mid', label=cond, alpha=.6)\n", "axs.set_title('Distribution of the tested intensities values')\n", "axs.set_xlabel('Intensity (BPM)')\n", "plt.legend()\n", "sns.despine(trim=10)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "id": "pAt0AIUmHuhX" }, "source": [ "## Staircases" ] }, { "cell_type": "markdown", "metadata": { "id": "-4aCpZH3HuhX" }, "source": [ "### Psi" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 375 }, "id": "kWFkQFF6HuhX", "outputId": "281c6155-1905-4b3d-b54e-c12113a7e6a5" }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "if sum(df.TrialType == 'psi') > 0:\n", "\n", " fig, axs = plt.subplots(figsize=(18, 5), nrows=1, ncols=2)\n", "\n", " # Plot confidence interval for each staircase\n", " def ci(x):\n", " return np.where(np.cumsum(x) / np.sum(x) > .025)[0][0], \\\n", " np.where(np.cumsum(x) / np.sum(x) < .975)[0][-1]\n", "\n", " try:\n", " for i, stair, col, modality in zip([0, 1], \n", " [interoPost, exteroPost], \n", " ['#c44e52', '#4c72b0'],\n", " ['Intero', 'Extero']):\n", " this_df = df[(df.Modality == modality) & (df.TrialType != 'UpDown')]\n", " ciUp, ciLow = [], []\n", " for t in range(stair.shape[0]):\n", " up, low = ci(stair.mean(2)[t])\n", " rg = np.arange(-50.5, 50.5)\n", " ciUp.append(rg[up])\n", " ciLow.append(rg[low])\n", "\n", " axs[i].fill_between(x=np.linspace(0, len(this_df), len(ciUp)),\n", " y1=ciLow,\n", " y2=ciUp,\n", " color=col, alpha=.2)\n", " except:\n", " pass\n", "\n", "\n", " # Staircase traces\n", " for i, modality, col in zip([0, 1], ['Intero', 'Extero'], ['#c44e52', '#4c72b0']):\n", " this_df = df[(df.Modality == modality) & (df.TrialType != 'UpDown')]\n", "\n", " # Show UpDown staircase traces\n", " axs[i].plot(np.arange(0, len(this_df))[this_df.TrialType == 'high'], \n", " this_df.Alpha[this_df.TrialType == 'high'], linestyle='--', color=col, linewidth=2)\n", " axs[i].plot(np.arange(0, len(this_df))[this_df.TrialType == 'low'], \n", " this_df.Alpha[this_df.TrialType == 'low'], linestyle='-', color=col, linewidth=2)\n", "\n", " # Use different colors for psi and catch trials\n", " for trialCond, pointCol in zip(['psi', 'psiCatchTrial'], [col, 'gray']):\n", " axs[i].plot(np.arange(0, len(this_df))[(this_df.Decision == 'More') & (this_df.TrialType == trialCond)], \n", " this_df.Alpha[(this_df.Decision == 'More') & (this_df.TrialType == trialCond)], \n", " pointCol, marker='o', linestyle='', markeredgecolor='k', label=cond)\n", " axs[i].plot(np.arange(0, len(this_df))[(this_df.Decision == 'Less') & (this_df.TrialType == trialCond)],\n", " this_df.Alpha[(this_df.Decision == 'Less') & (this_df.TrialType == trialCond)], \n", " 'w', marker='s', linestyle='', markeredgecolor=pointCol, label=modality)\n", "\n", " # Psi trials\n", " axs[i].plot(np.arange(len(this_df))[this_df.TrialType=='psi'],\n", " this_df[this_df.TrialType=='psi'].EstimatedThreshold, linestyle='-', color=col, linewidth=4)\n", " \n", " axs[i].axhline(y=0, linestyle='--', color = 'gray')\n", " handles, labels = axs[i].get_legend_handles_labels()\n", " axs[i].legend(handles[0:2], ['More', 'Less'], borderaxespad=0., title='Decision')\n", " axs[i].set_ylabel('Intensity ($\\Delta$ BPM)')\n", " axs[i].set_xlabel('Trials')\n", " axs[i].set_ylim(-52, 52)\n", " axs[i].set_title(modality+'ception')\n", " sns.despine(trim=10, ax=axs[i])\n", " plt.gcf()" ] }, { "cell_type": "markdown", "metadata": { "id": "jK3nePFxHuhY" }, "source": [ "This figure represents the evolution of threshold estimate across trials for the Interoception and Exteroception condition. Shaded areas represent the 95% confidence interval of the threshold estimate by Psi. For each condition, the first 30 trials (connected with dashed lines) were allocated to an Up/Down method (2 interleaved staircases starting a -40.5 or 40 respectively). The intensities and responses were included in the Psi staircase to maximize the amount of information included. The remaining 50 trials were monitored by the Psi staircase only. This dual estimation was implemented to estimate the reliability of the estimation of threshold using an up/down procedure, as compared to a longer psi procedure." ] }, { "cell_type": "markdown", "metadata": { "id": "EjwOwGyJHuhY" }, "source": [ "# Psychometric function" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 352 }, "id": "pYnNCd4ZHuhY", "outputId": "c68998ee-a51f-4b19-fd79-3be86926d1ba" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.set_context('talk')\n", "fig, axs = plt.subplots(figsize=(8, 5))\n", "for i, modality, col in zip((0, 1), ['Extero', 'Intero'], ['#4c72b0', '#c44e52']):\n", " \n", " this_df = df[(df.Modality == modality) & (df.TrialType == 'psi')]\n", " if len(this_df) > 0:\n", " t, s = this_df.EstimatedThreshold.iloc[-1], this_df.EstimatedSlope.iloc[-1]\n", " # Plot Psi estimate of psychometric function\n", " axs.plot(np.linspace(-40, 40, 500), \n", " (norm.cdf(np.linspace(-40, 40, 500), loc=t, scale=s)),\n", " '--', color=col, label=modality)\n", " # Plot threshold\n", " axs.plot([t, t], [0, .5], color=col, linewidth=2)\n", " axs.plot(t, .5, 'o', color=col, markersize=10)\n", "\n", " # Plot data points\n", " for ii, intensity in enumerate(np.sort(this_df.Alpha.unique())):\n", " resp = sum((this_df.Alpha == intensity) & (this_df.Decision == 'More'))\n", " total = sum(this_df.Alpha == intensity)\n", " axs.plot(intensity, resp/total, 'o', alpha=0.5, color=col, \n", " markeredgecolor='k', markersize=total*5)\n", "plt.ylabel('P$_{(Response = More|Intensity)}$')\n", "plt.xlabel('Intensity ($\\Delta$ BPM)')\n", "plt.tight_layout()\n", "plt.legend()\n", "sns.despine()" ] }, { "cell_type": "markdown", "metadata": { "id": "X1j7kFaQHuhY" }, "source": [ "Psychometric functions fitted using the estimated threshold and slope from the final trial on each condition. The size of the circles reflects the proportion of responses for each intensity level." ] }, { "cell_type": "markdown", "metadata": { "id": "GwXSsbpAHuhZ" }, "source": [ "# Pulse oximeter" ] }, { "cell_type": "markdown", "metadata": { "id": "S3DNYTpfHuhZ" }, "source": [ "## Visualization of PPG signal" ] }, { "cell_type": "markdown", "metadata": { "id": "_Z7av3DWHuhZ" }, "source": [ "This interactive graph shows the PPG signal recorded at each interoceptive trial. Blue and red time series represent different trials of 6 seconds each. In each trial, the 5 last seconds were used to estimate the average heart rate of the participant, the first second was included to help peak detection algorithm initialization.\n", "\n", "Bad trials are represented with shaded area. A trial was marked as bad and removed if one of the two conditions was met:\n", "* Contain a RR interval marked as an outlier. Outliers were detected using the MAD rule on all RR intervals in the recording.\n", "* The standard deviation of the RR interval inside the trial is larger than 5." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "id": "i_Nz2ioTHuhZ" }, "outputs": [], "source": [ "drop, bpm_std, bpm_df = [], [], pd.DataFrame([])\n", "clean_df = df.copy()\n", "clean_df['HeartRateOutlier'] = np.zeros(len(clean_df), dtype='bool')\n", "for i, trial in enumerate(signal_df.nTrial.unique()):\n", " color = '#c44e52' if (i % 2) == 0 else '#4c72b0'\n", " this_df = signal_df[signal_df.nTrial==trial] # Downsample to save memory\n", " \n", " signal, peaks = ppg_peaks(this_df.signal, sfreq=1000)\n", " bpm = 60000/np.diff(np.where(peaks)[0])\n", " \n", " bpm_df = pd.concat(\n", " [\n", " bpm_df,\n", " pd.DataFrame({'bpm': bpm, 'nEpoch': i, 'nTrial': trial})\n", " ]\n", " )\n", "\n", "# Check for outliers in the absolute value of RR intervals \n", "for e, t in zip(bpm_df.nEpoch[pg.madmedianrule(bpm_df.bpm.to_numpy())].unique(),\n", " bpm_df.nTrial[pg.madmedianrule(bpm_df.bpm.to_numpy())].unique()):\n", " drop.append(e)\n", " clean_df.loc[t, 'HeartRateOutlier'] = True\n", "\n", "# Check for outliers in the standard deviation values of RR intervals \n", "for e, t in zip(np.arange(0, bpm_df.nTrial.nunique())[pg.madmedianrule(bpm_df.copy().groupby(['nTrial', 'nEpoch']).bpm.std().to_numpy())],\n", " bpm_df.nTrial.unique()[pg.madmedianrule(bpm_df.copy().groupby(['nTrial', 'nEpoch']).bpm.std().to_numpy())]):\n", " if e not in drop:\n", " drop.append(e)\n", " clean_df.loc[t, 'HeartRateOutlier'] = True" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 647 }, "id": "W7rpB_DYHuhZ", "outputId": "24edec89-6759-4378-8b3c-1ce8f5e64ab5" }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "meanBPM, stdBPM, rangeBPM = [], [], []\n", "\n", "fig, ax = plt.subplots(nrows=2, sharex=True, figsize=(30, 10))\n", "for i, trial in enumerate(signal_df.nTrial.unique()):\n", " \n", " color = '#3a5799' if (i % 2) == 0 else '#3bb0ac'\n", " this_df = signal_df[signal_df.nTrial==trial] # Downsample to save memory\n", " \n", " # Mark as outlier if relevant\n", " if i in drop:\n", " ax[0].axvspan(this_df.Time.iloc[0], this_df.Time.iloc[-1], alpha=.3, color='gray')\n", " ax[1].axvspan(this_df.Time.iloc[0], this_df.Time.iloc[-1], alpha=.3, color='gray')\n", " \n", " ax[0].plot(this_df.Time, this_df.signal, label='PPG', color=color, linewidth=.5)\n", "\n", " # Peaks detection\n", " signal, peaks = ppg_peaks(this_df.signal, sfreq=1000)\n", " bpm = 60000/np.diff(np.where(peaks)[0])\n", " m, s, r = bpm.mean(), bpm.std(), bpm.max() - bpm.min()\n", " meanBPM.append(m)\n", " stdBPM.append(s)\n", " rangeBPM.append(r)\n", "\n", " # Plot instantaneous heart rate\n", " ax[1].plot(this_df.Time.to_numpy()[np.where(peaks)[0][1:]], \n", " 60000/np.diff(np.where(peaks)[0]),\n", " 'o-', color=color, alpha=0.6)\n", "\n", "ax[1].set_xlabel(\"Time (s)\")\n", "ax[0].set_ylabel(\"PPG level (a.u.)\")\n", "ax[1].set_ylabel(\"Heart rate (BPM)\")\n", "ax[0].set_title(\"PPG signal recorded during interoceptive condition (5 seconds each)\")\n", "sns.despine()\n", "ax[0].grid(True)\n", "ax[1].grid(True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{note}\n", "Here we are only representing the **interoception** trials, as the quality of the PPG recording will not affect the exteroception condition.\n", "```" ] }, { "cell_type": "markdown", "metadata": { "id": "6v7Ky2LAHuha" }, "source": [ "## Heart rate - Summary statistics" ] }, { "cell_type": "markdown", "metadata": { "id": "xvbtqjNOHuha" }, "source": [ "This figure show the evolution of the average and standard deviation of the instantaneous heart rate across time. An instantaneous frequnecy was derived between each peak detected in the PPG signal (also known as pulse-to-pulse intervals, or pseudo RR intervals). Rapid increase or decrease of the heart rate frequency can lead to larger standard deviation, and less accurate estimation of the average heart rate." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 352 }, "id": "UeLCnS0tHuha", "outputId": "28139328-debc-4cab-ef2f-f14df676b441" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.set_context('talk')\n", "fig, axs = plt.subplots(figsize=(13, 5), nrows=2, ncols=2)\n", "meanBPM = np.delete(np.array(meanBPM), np.array(drop))\n", "stdBPM = np.delete(np.array(stdBPM), np.array(drop))\n", "for i, metric, col in zip(range(3), [meanBPM, stdBPM], ['#b55d60', '#5f9e6e']):\n", " axs[i, 0].plot(metric, 'o-', color=col, alpha=.6)\n", " axs[i, 1].hist(metric, color=col, bins=15, ec=\"k\", density=True, alpha=.6)\n", " axs[i, 0].set_ylabel('Mean BPM' if i == 0 else 'STD BPM')\n", " axs[i, 0].set_xlabel('Trials')\n", " axs[i, 1].set_xlabel('BPM')\n", "sns.despine()\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "id": "kfxY73IdHuha" }, "source": [ "# Save dataframe" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "XxJG7-qqHuhb", "outputId": "452b925e-a86d-42f2-bcbb-c87fcde329fd" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4 Interoception trials and 0 exteroception trials were dropped after trial rejection based on heart rate outliers.\n" ] } ], "source": [ "print(f'{clean_df[\"HeartRateOutlier\"][clean_df.Modality==\"Intero\"].sum()} Interoception trials and {clean_df[\"HeartRateOutlier\"][clean_df.Modality==\"Extero\"].sum()} exteroception trials were dropped after trial rejection based on heart rate outliers.')\n", "\n", "# uncomment this to save the results in the result folder\n", "# clean_df.to_csv(Path(reportPath, \"preprocessed.txt\"), index=False)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "jYQ6brVXJL0x" }, "outputs": [], "source": [] } ], "metadata": { "colab": { "name": "HeartRateDiscrimination.ipynb", "provenance": [], "toc_visible": true }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" }, "toc-autonumbering": true, "toc-showcode": true, "toc-showmarkdowntxt": true, "toc-showtags": true, "vscode": { "interpreter": { "hash": "40d3a090f54c6569ab1632332b64b2c03c39dcf918b08424e98f38b5ae0af88f" } } }, "nbformat": 4, "nbformat_minor": 4 }