{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Workbook for Eye Tracking Data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import Libraries" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Basics\n", "import numpy as np\n", "import os\n", "import math\n", "\n", "# Data processing\n", "import pandas as pd\n", "import awkward as ak\n", "\n", "# ML\n", "import sklearn\n", "\n", "# Misc\n", "from pathlib import Path\n", "import pyarrow as pa\n", "import urllib.request" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Import users and their score" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Imports the user score information\n", "user_data = pd.read_csv(r\"data\\scores_WtG_PrePost.csv\", delimiter=\",\", usecols=[\"User\", \"Pre score\", \"Post score\", \"Difference\", \"Group cat\"])" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Defines my directory with the user data\n", "user_dir = r'data\\with ET'" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Filters and drops non-relevant users\n", "to_drop = []\n", "for i, cat in enumerate(user_data[\"Group cat\"]):\n", " if math.isnan(cat):\n", " to_drop.append(i)\n", "user_data = user_data.drop(to_drop)\n", "user_data = user_data.reset_index(drop=True)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Filters and drops users with no directory\n", "not_existing_names = []\n", "for i, user in enumerate(user_data[\"User\"]):\n", " if not os.path.isdir(user_dir + '/' + user):\n", " not_existing_names.append(i)\n", "user_data = user_data.drop(not_existing_names)\n", "user_data = user_data.reset_index(drop=True)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Convert to awkward array\n", "array_user = ak.zip(dict(user_data))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Import Eye Tracking data" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Creates dictionary with all the files for one user\n", "file_names = {}\n", "for user in user_data[\"User\"]:\n", " #print(user)\n", " available_files = []\n", " available_files_temp = os.listdir(user_dir + '/' + user)\n", " for file in available_files_temp:\n", " if \"graph01-ET_planning\" in file:\n", " available_files.append(file)\n", " # print(available_files)\n", " file_names[user] = available_files\n", "#file_names" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Read each CSV file for one user, stored for each attempt\n", "df_attempt1 = []\n", "df_attempt2 = []\n", "attempt2_mask = []\n", "for user in user_data['User']:\n", " files = file_names[user]\n", " if len(files) == 2:\n", " attempt2_mask.append(True)\n", " df_attempt1.append(pd.read_csv(user_dir + '/' + user + '/' + files[0], delimiter=\"\t\", usecols=[\"eyeDataTimestamp\", \"gazePointAOI_target_x\", \"gazePointAOI_target_y\"]))\n", " df_attempt2.append(pd.read_csv(user_dir + '/' + user + '/' + files[1], delimiter=\"\t\", usecols=[\"eyeDataTimestamp\", \"gazePointAOI_target_x\", \"gazePointAOI_target_y\"]))\n", " elif len(files) == 1:\n", " attempt2_mask.append(False)\n", " df_attempt1.append(pd.read_csv(user_dir + '/' + user + '/' + files[0], delimiter=\"\t\", usecols=[\"eyeDataTimestamp\", \"gazePointAOI_target_x\", \"gazePointAOI_target_y\"]))\n", " df_attempt2.append(pd.read_csv(user_dir + '/' + user + '/' + files[0], delimiter=\"\t\", usecols=[\"eyeDataTimestamp\", \"gazePointAOI_target_x\", \"gazePointAOI_target_y\"]))" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "#Add delta t list\n", "for attempt in [df_attempt1, df_attempt2]:\n", " for i in range(len(attempt)):\n", " temp_delta_t_list = []\n", " for j in range(len(attempt[i][\"eyeDataTimestamp\"]) - 1):\n", " temp_delta_t_list.append(attempt[i][\"eyeDataTimestamp\"][j+1] - attempt[i][\"eyeDataTimestamp\"][j])\n", " temp_delta_t_list.append(np.mean(temp_delta_t_list))\n", " attempt[i][\"deltaTimestamp\"] = temp_delta_t_list\n" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Convert df_attempts to ak.Array\n", "array_attempt1 = []\n", "array_attempt2 = []\n", "for df in df_attempt1:\n", " array_attempt1.append(ak.Array(dict(df)))\n", "for df in df_attempt2:\n", " array_attempt2.append(ak.Array(dict(df)))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data processing" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "### Add Eye Tracking Data to user data" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "tags": [] }, "outputs": [], "source": [ "def add_column_old_broken(ak_array1, ak_array2, col_name):\n", " entries = []\n", " for entry, dataframe in zip(ak_array1, ak_array2):\n", " entry_with_column = {**entry, col_name: dataframe}\n", " print(entry_with_column)\n", " entries.append(entry_with_column)\n", " print(entries)\n", " return ak.Array(entries)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "tags": [] }, "outputs": [], "source": [ "def add_column_old(ak_array1, arrays, col_name):\n", " return ak.zip({**{k: ak_array1[k] for k in ak_array1.fields}, col_name: arrays})" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Adds a list of arrays in a new column to an array\n", "def add_column(ak_array, arrays, col_name):\n", " combined_entries = [\n", " {**{k: ak_array[k][i] for k in ak_array.fields}, col_name: array} for i, (entry, array) in enumerate(zip(ak_array, arrays))\n", " ]\n", " return ak.Array(combined_entries)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "labels_str = []\n", "labels_int_expert = []\n", "labels_int_good = []\n", "labels_int_bad = []\n", "\n", "for subject_name, pre_score, diff in zip(array_user[\"User\"], array_user[\"Pre score\"], array_user[\"Difference\"]):\n", " if pre_score == 2 and diff == 0:\n", " label_str = \"expert\"\n", " label_int_expert = 1\n", " label_int_good = 0 \n", " label_int_bad = 0\n", " elif diff <= 0:\n", " label_str = \"bad\"\n", " label_int_expert = 0\n", " label_int_good = 0 \n", " label_int_bad = 1\n", " else:\n", " label_str = \"good\"\n", " label_int_expert = 0\n", " label_int_good = 1\n", " label_int_bad = 0\n", " labels_str.append(label_str)\n", " labels_int_expert.append(label_int_expert) \n", " labels_int_good.append(label_int_good) \n", " labels_int_bad.append(label_int_bad) \n", " \n", "labels_str = ak.Array(labels_str)\n", "labels_int_expert = ak.Array(labels_int_expert)\n", "labels_int_good = ak.Array(labels_int_good)\n", "labels_int_bad = ak.Array(labels_int_bad)\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Creates array with first and second attempts added as well as the labels arrays\n", "array_data = add_column(array_user, array_attempt1, 'Attempt1')\n", "array_data = add_column(array_data, array_attempt2, 'Attempt2')\n", "array_data['Labels Str'] = labels_str\n", "array_data['Labels Expert'] = labels_int_expert\n", "array_data['Labels Good'] = labels_int_good\n", "array_data['Labels Bad'] = labels_int_bad\n", "array_data[\"Attempt 2 Mask\"] = ak.Array(attempt2_mask)\n" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "def minmax(data):\n", " \"\"\"Get the min and max of an iterable in O(n) time and constant space.\"\"\"\n", " minValue = data[0]\n", " maxValue = data[0]\n", " for d in data[1:]:\n", " minValue = d if d < minValue else minValue\n", " maxValue = d if d > maxValue else maxValue\n", " return (minValue,maxValue)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-0.4961899999999999 0.4198 -0.49335 0.24327\n" ] } ], "source": [ "# Get Range of field of view\n", "min_max_x = []\n", "min_max_y = []\n", "for i, user in enumerate(array_data[\"User\"]):\n", " min_x, max_x = minmax(array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"])\n", " min_y, max_y = minmax(array_data[\"Attempt1\"][i][\"gazePointAOI_target_y\"])\n", " min_max_x.extend([min_x, max_x])\n", " min_max_y.extend([min_y, max_y])\n", "\n", " if array_data[\"Attempt 2 Mask\"][i]:\n", " min_x, max_x = minmax(array_data[\"Attempt2\"][i][\"gazePointAOI_target_x\"])\n", " min_y, max_y = minmax(array_data[\"Attempt2\"][i][\"gazePointAOI_target_y\"])\n", " min_max_x.extend([min_x, max_x])\n", " min_max_y.extend([min_y, max_y])\n", "min_x, max_x = minmax(min_max_x)\n", "min_y, max_y = minmax(min_max_y)\n", "print(min_x, max_x, min_y, max_y)\n" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "for i, user in enumerate(array_data[\"User\"]):\n", " plt.plot(array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt1\"][i][\"gazePointAOI_target_y\"], label=user + \" A1\")\n", " if array_data[\"Attempt 2 Mask\"][i]:\n", " plt.plot(array_data[\"Attempt2\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt2\"][i][\"gazePointAOI_target_y\"], label=user + \" A2\")\n", "\n", "# plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#Window Sliding Method" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "windows = []\n", "# windows_labels_int_expert = []\n", "# windows_labels_int_good = []\n", "# windows_labels_int_bad = []\n", "windows_labels_int = {\"Expert\": [], \"Good\": [], \"Bad\":[]}\n", "windows_delta_t = []\n", "\n", "for i, user in enumerate(array_data[\"User\"]):\n", " for j in range(int((len(array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"])-21)/14)):\n", " try:\n", " windows.append({\"gazePointAOI_target_x\": array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"][j*14:(j*14 + 21)], \"gazePointAOI_target_y\": array_data[\"Attempt1\"][i][\"gazePointAOI_target_y\"][j*14:(j*14 + 21)]})\n", " # windows_labels_int_expert.append(array_data[\"Labels Expert\"][i])\n", " # windows_labels_int_good.append(array_data[\"Labels Good\"][i])\n", " # windows_labels_int_bad.append(array_data[\"Labels Bad\"][i])\n", " windows_labels_int[\"Expert\"].append(array_data[\"Labels Expert\"][i])\n", " windows_labels_int[\"Good\"].append(array_data[\"Labels Good\"][i])\n", " windows_labels_int[\"Bad\"].append(array_data[\"Labels Bad\"][i])\n", " windows_delta_t.append(array_data[\"Attempt1\"][i][\"deltaTimestamp\"][j*14:(j*14 + 21)])\n", "\n", " except IndexError:\n", " windows.append({\"gazePointAOI_target_x\": array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"][-21:], \"gazePointAOI_target_y\": array_data[\"Attempt1\"][i][\"gazePointAOI_target_y\"][-21:]})\n", " # windows_labels_int_expert.append(array_data[\"Labels Expert\"][i])\n", " # windows_labels_int_good.append(array_data[\"Labels Good\"][i])\n", " # windows_labels_int_bad.append(array_data[\"Labels Bad\"][i])\n", " windows_labels_int[\"Expert\"].append(array_data[\"Labels Expert\"][i])\n", " windows_labels_int[\"Good\"].append(array_data[\"Labels Good\"][i])\n", " windows_labels_int[\"Bad\"].append(array_data[\"Labels Bad\"][i])\n", " windows_delta_t.append(array_data[\"Attempt1\"][i][\"deltaTimestamp\"][-21:])\n", "\n", " try:\n", " windows.append({\"gazePointAOI_target_x\": array_data[\"Attempt2\"][i][\"gazePointAOI_target_x\"][j*14:(j*14 + 21)], \"gazePointAOI_target_y\": array_data[\"Attempt2\"][i][\"gazePointAOI_target_y\"][j*14:(j*14 + 21)]})\n", " # windows_labels_int_expert.append(array_data[\"Labels Expert\"][i])\n", " # windows_labels_int_good.append(array_data[\"Labels Good\"][i])\n", " # windows_labels_int_bad.append(array_data[\"Labels Bad\"][i])\n", " windows_labels_int[\"Expert\"].append(array_data[\"Labels Expert\"][i])\n", " windows_labels_int[\"Good\"].append(array_data[\"Labels Good\"][i])\n", " windows_labels_int[\"Bad\"].append(array_data[\"Labels Bad\"][i])\n", " windows_delta_t.append(array_data[\"Attempt2\"][i][\"deltaTimestamp\"][j*14:(j*14 + 21)])\n", "\n", " except IndexError:\n", " windows.append({\"gazePointAOI_target_x\": array_data[\"Attempt2\"][i][\"gazePointAOI_target_x\"][-21:], \"gazePointAOI_target_y\": array_data[\"Attempt2\"][i][\"gazePointAOI_target_y\"][-21:]})\n", " # windows_labels_int_expert.append(array_data[\"Labels Expert\"][i])\n", " # windows_labels_int_good.append(array_data[\"Labels Good\"][i])\n", " # windows_labels_int_bad.append(array_data[\"Labels Bad\"][i])\n", " windows_labels_int[\"Expert\"].append(array_data[\"Labels Expert\"][i])\n", " windows_labels_int[\"Good\"].append(array_data[\"Labels Good\"][i])\n", " windows_labels_int[\"Bad\"].append(array_data[\"Labels Bad\"][i])\n", " windows_delta_t.append(array_data[\"Attempt2\"][i][\"deltaTimestamp\"][-21:])\n", " continue" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "windows_dict = {\"GazePoints\": windows, \"Labels\": windows_labels_int, \"DeltaTimestamps\": windows_delta_t}\n", "array_windows = ak.Array(windows_dict)" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[34, 33, 33, 34, 33, 33, 34, 33, 33, ..., 33, 33, 34, 33, 33, 34, 33, 33, 33.3]\n", "2429\n", "[33, 33, 34, 33, 33, 34, 33, 33, 34, ..., 33, 33, 34, 33, 33, 34, 33, 33, 33.3]\n", "445\n", "[34, 33, 33, 34, 33, 33, 34, 33, 33, ..., 33, 33, 34, 33, 33, 34, 33, 33, 33.3]\n", "992\n", "[33, 33, 34, 33, 33, 34, 33, 33, 34, ..., 33, 34, 33, 33, 34, 33, 33, 34, 33.3]\n", "153\n" ] } ], "source": [ "for array in array_data[\"Attempt1\"][:4][\"deltaTimestamp\"]:\n", " print(array)\n", " print(len(array))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#AOIs" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[34, 33, 33, 34, 33, 33, 34, 33, 33, 34, 33, 33, 34, 33, 33, 34, 33, 33.3]\n", "18\n", "[33, 34, 33, 33.3]\n", "4\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", "[]\n", "0\n", 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print(array)\n", " print(len(array))" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "number_of_y_aios = 10\n", "number_of_x_aios = 15\n", "\n", "y_mesh = np.linspace(min_y, max_y, number_of_y_aios, endpoint=True)\n", "x_mesh = np.linspace(min_x, max_x, number_of_x_aios, endpoint=True)" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "2c71d3897df64404beaae6b5c1ed9623", "version_major": 2, "version_minor": 0 }, "image/png": 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' width=640.0/>\n", " </div>\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import ipympl\n", "%matplotlib widget\n", "fig, ax = plt.subplots()\n", "for i, user in enumerate(array_data[\"User\"]):\n", " ax.plot(array_data[\"Attempt1\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt1\"][i][\"gazePointAOI_target_y\"], label=user + \" A1\")\n", " if array_data[\"Attempt 2 Mask\"][i]:\n", " ax.plot(array_data[\"Attempt2\"][i][\"gazePointAOI_target_x\"], array_data[\"Attempt2\"][i][\"gazePointAOI_target_y\"], label=user + \" A2\")\n", "ax.set_yticks(y_mesh)\n", "ax.set_xticks(x_mesh)\n", "ax.yaxis.grid(True, which='major')\n", "ax.xaxis.grid(True, which='major')\n", "\n", "# plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [], "source": [ "def get_aoi(x_coordinate, y_coordinate):\n", " \"\"\"given the x and y, find the aoi; return two indexes corresponding to the x and y position of the aoi\"\"\"\n", " x_index = np.argmin(np.abs(x_coordinate - x_mesh))\n", " if x_coordinate - x_mesh[x_index] > 0:\n", " x_index += 1\n", " y_index = np.argmin(np.abs(y_coordinate - y_mesh))\n", " if y_coordinate - y_mesh[y_index] > 0:\n", " y_index += 1\n", " return x_index, y_index" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0, 3)" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "get_aoi(-.57, -0.28)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "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": "3.11.0" } }, "nbformat": 4, "nbformat_minor": 4 }