_PY00-Prerequisites.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Make all necessary directories and download the dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "mkdir: cannot create directory ‘raw-data’: File exists\n",
      "mkdir: cannot create directory ‘raw_data_phone’: File exists\n",
      "mkdir: cannot create directory ‘Pickles’: File exists\n",
      "mkdir: cannot create directory ‘data’: File exists\n",
      "mkdir: cannot create directory ‘out’: File exists\n",
      "mkdir: cannot create directory ‘figures’: File exists\n",
      "mkdir: cannot create directory ‘DraggingPickles’: File exists\n",
      "mkdir: cannot create directory ‘heatmaps’: File exists\n"
     ]
    }
   ],
   "source": [
    "!mkdir raw-data\n",
    "!mkdir raw_data_phone\n",
    "!mkdir Pickles\n",
    "!mkdir TransformedPickles\n",
    "!mkdir data\n",
    "\n",
    "!mkdir out\n",
    "!mkdir figures\n",
    "!mkdir DraggingPickles\n",
    "!mkdir heatmaps"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Motion capturing dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2020-05-12 21:39:12--  https://www.dropbox.com/s/j2ws0ow7rfs6yhg/mocap_dataset.zip?dl=0\n",
      "Resolving www.dropbox.com (www.dropbox.com)... 2620:100:6022:1::a27d:4201, 162.125.66.1\n",
      "Connecting to www.dropbox.com (www.dropbox.com)|2620:100:6022:1::a27d:4201|:443... connected.\n",
      "HTTP request sent, awaiting response... 301 Moved Permanently\n",
      "Location: /s/raw/j2ws0ow7rfs6yhg/mocap_dataset.zip [following]\n",
      "--2020-05-12 21:39:12--  https://www.dropbox.com/s/raw/j2ws0ow7rfs6yhg/mocap_dataset.zip\n",
      "Reusing existing connection to [www.dropbox.com]:443.\n",
      "HTTP request sent, awaiting response... 302 Found\n",
      "Location: https://ucd55ae9b0cca56594565dfcbe19.dl.dropboxusercontent.com/cd/0/inline/A3k53HtrIK2MS1POoZgXezAlUPD2LhnxfAcOkJPNDyKotxePwXYYaQ_22kkdZbx30icTdkQNi4QwRHGbm7p3bHYf3OeT9O7v8TyR1g3iLJMvqngs_UnrYLsi3hMsDMsl3FM/file# [following]\n",
      "--2020-05-12 21:39:13--  https://ucd55ae9b0cca56594565dfcbe19.dl.dropboxusercontent.com/cd/0/inline/A3k53HtrIK2MS1POoZgXezAlUPD2LhnxfAcOkJPNDyKotxePwXYYaQ_22kkdZbx30icTdkQNi4QwRHGbm7p3bHYf3OeT9O7v8TyR1g3iLJMvqngs_UnrYLsi3hMsDMsl3FM/file\n",
      "Resolving ucd55ae9b0cca56594565dfcbe19.dl.dropboxusercontent.com (ucd55ae9b0cca56594565dfcbe19.dl.dropboxusercontent.com)... 2620:100:6022:6::a27d:4206, 162.125.66.6\n",
      "Connecting to ucd55ae9b0cca56594565dfcbe19.dl.dropboxusercontent.com (ucd55ae9b0cca56594565dfcbe19.dl.dropboxusercontent.com)|2620:100:6022:6::a27d:4206|:443... connected.\n",
      "HTTP request sent, awaiting response... 302 FOUND\n",
      "Location: /cd/0/inline2/A3lfiKiZffXUj57BHaLlGPWVUATmfArzHCX0K5l8pDUc5NFnwT136YcyUbiXR0tEaIDy18Rzohq7T-6Yga-krjrb1QyEI9LXvDSAcdxbKxCPvi13HEfzK9THpVMvQZT_29RdHfNPiW2ZFJm6ywlJRHlq-zK49l_F_JZRWL4Jw7Gyj90IKuD9joPvjLydTayiBTxizn52i9J7hqcjs32bbCQH6iHzc2c4v52Uy-yJFrOGiShd_n1J78eEdVw0C2AmLVpBYtZl0A9fXFFd4vqxY4I-eaHMkgb_LXM3lhAklTMeOw4vfWa1pZYf8oaU_1X_wCfkmshmFYLhp5XaKb-Xn09qm1_Mi7f1_48qSywW3zE0eg/file [following]\n",
      "--2020-05-12 21:39:13--  https://ucd55ae9b0cca56594565dfcbe19.dl.dropboxusercontent.com/cd/0/inline2/A3lfiKiZffXUj57BHaLlGPWVUATmfArzHCX0K5l8pDUc5NFnwT136YcyUbiXR0tEaIDy18Rzohq7T-6Yga-krjrb1QyEI9LXvDSAcdxbKxCPvi13HEfzK9THpVMvQZT_29RdHfNPiW2ZFJm6ywlJRHlq-zK49l_F_JZRWL4Jw7Gyj90IKuD9joPvjLydTayiBTxizn52i9J7hqcjs32bbCQH6iHzc2c4v52Uy-yJFrOGiShd_n1J78eEdVw0C2AmLVpBYtZl0A9fXFFd4vqxY4I-eaHMkgb_LXM3lhAklTMeOw4vfWa1pZYf8oaU_1X_wCfkmshmFYLhp5XaKb-Xn09qm1_Mi7f1_48qSywW3zE0eg/file\n",
      "Reusing existing connection to [ucd55ae9b0cca56594565dfcbe19.dl.dropboxusercontent.com]:443.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 6512245364 (6.1G) [application/zip]\n",
      "Saving to: ‘./raw-data/mocap_dataset.zip’\n",
      "\n",
      "./raw-data/mocap_da 100%[===================>]   6.06G  63.2MB/s    in 1m 55s  \n",
      "\n",
      "2020-05-12 21:41:09 (53.9 MB/s) - ‘./raw-data/mocap_dataset.zip’ saved [6512245364/6512245364]\n",
      "\n",
      "Archive:  ./raw-data/mocap_dataset.zip\n",
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      "  inflating: ./raw-data/P17_OPO_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P17_OPO_walking.csv  \n",
      "  inflating: ./raw-data/P17_S3_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P17_S3_seated.csv  \n",
      "  inflating: ./raw-data/P17_S3_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P17_S3_walking.csv  \n",
      "  inflating: ./raw-data/P17_S4_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P17_S4_seated.csv  \n",
      "  inflating: ./raw-data/P17_S4_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P17_S4_walking.csv  \n",
      "  inflating: ./raw-data/P19_N6_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P19_N6_seated.csv  \n",
      "  inflating: ./raw-data/P19_N6_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P19_N6_walking.csv  \n",
      "  inflating: ./raw-data/P19_OPO_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P19_OPO_seated.csv  \n",
      "  inflating: ./raw-data/P19_OPO_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P19_OPO_walking.csv  \n",
      "  inflating: ./raw-data/P19_S3_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P19_S3_seated.csv  \n",
      "  inflating: ./raw-data/P19_S3_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P19_S3_walking.csv  \n",
      "  inflating: ./raw-data/P19_S4_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P19_S4_seated.csv  \n",
      "  inflating: ./raw-data/P19_S4_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P19_S4_walking.csv  \n",
      "  inflating: ./raw-data/P20_N6_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P20_N6_seated.csv  \n",
      "  inflating: ./raw-data/P20_N6_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P20_N6_walking.csv  \n",
      "  inflating: ./raw-data/P20_OPO_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P20_OPO_seated.csv  \n",
      "  inflating: ./raw-data/P20_OPO_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P20_OPO_walking.csv  \n",
      "  inflating: ./raw-data/P20_S3_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P20_S3_seated.csv  \n",
      "  inflating: ./raw-data/P20_S3_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P20_S3_walking.csv  \n",
      "  inflating: ./raw-data/P20_S4_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P20_S4_seated.csv  \n",
      "  inflating: ./raw-data/P20_S4_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P20_S4_walking.csv  \n",
      "  inflating: ./raw-data/P21_N6_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P21_N6_seated.csv  \n",
      "  inflating: ./raw-data/P21_N6_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P21_N6_walking.csv  \n",
      "  inflating: ./raw-data/P21_OPO_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P21_OPO_seated.csv  \n",
      "  inflating: ./raw-data/P21_OPO_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P21_OPO_walking.csv  \n",
      "  inflating: ./raw-data/P21_S3_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P21_S3_seated.csv  \n",
      "  inflating: ./raw-data/P21_S3_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P21_S3_walking.csv  \n",
      "  inflating: ./raw-data/P21_S4_seated.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P21_S4_seated.csv  \n",
      "  inflating: ./raw-data/P21_S4_walking.csv  \n",
      "  inflating: ./raw-data/__MACOSX/._P21_S4_walking.csv  \n"
     ]
    }
   ],
   "source": [
    "!wget -O ./raw-data/mocap_dataset.zip https://www.dropbox.com/s/j2ws0ow7rfs6yhg/mocap_dataset.zip?dl=0\n",
    "!unzip ./raw-data/mocap_dataset.zip -d ./raw-data/\n",
    "#!rm ./raw-data/mocap_dataset.zip"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Phone dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2020-05-12 21:44:50--  https://www.dropbox.com/s/n20u97f537aae0q/phone_dataset.zip?dl=0\n",
      "Resolving www.dropbox.com (www.dropbox.com)... 2620:100:6022:1::a27d:4201, 162.125.66.1\n",
      "Connecting to www.dropbox.com (www.dropbox.com)|2620:100:6022:1::a27d:4201|:443... connected.\n",
      "HTTP request sent, awaiting response... 301 Moved Permanently\n",
      "Location: /s/raw/n20u97f537aae0q/phone_dataset.zip [following]\n",
      "--2020-05-12 21:44:50--  https://www.dropbox.com/s/raw/n20u97f537aae0q/phone_dataset.zip\n",
      "Reusing existing connection to [www.dropbox.com]:443.\n",
      "HTTP request sent, awaiting response... 302 Found\n",
      "Location: https://ucc1b3223feac9f1e61e0efc7326.dl.dropboxusercontent.com/cd/0/inline/A3kC5eJ9eqJQ9DaamArq6qx17vilE6BQM1GklkPQINEFWxrfWaBn-BsUWAGQM2R2NenU7nYWK-LlM1RUIDDu8V7x3gVbHK0Mnu1B6GuO5hABXwpIPAdpMwK16As5ce9K59I/file# [following]\n",
      "--2020-05-12 21:44:50--  https://ucc1b3223feac9f1e61e0efc7326.dl.dropboxusercontent.com/cd/0/inline/A3kC5eJ9eqJQ9DaamArq6qx17vilE6BQM1GklkPQINEFWxrfWaBn-BsUWAGQM2R2NenU7nYWK-LlM1RUIDDu8V7x3gVbHK0Mnu1B6GuO5hABXwpIPAdpMwK16As5ce9K59I/file\n",
      "Resolving ucc1b3223feac9f1e61e0efc7326.dl.dropboxusercontent.com (ucc1b3223feac9f1e61e0efc7326.dl.dropboxusercontent.com)... 2620:100:6022:6::a27d:4206, 162.125.66.6\n",
      "Connecting to ucc1b3223feac9f1e61e0efc7326.dl.dropboxusercontent.com (ucc1b3223feac9f1e61e0efc7326.dl.dropboxusercontent.com)|2620:100:6022:6::a27d:4206|:443... connected.\n",
      "HTTP request sent, awaiting response... 302 FOUND\n",
      "Location: /cd/0/inline2/A3ntPRem52Q61-ypB3OkBB2fRmGwj6Zk1brVcaHJta-941uRSoh6q49VSCunm7ksZ5tqJ1Nn3ZV0EGRWhkK_tr2JFZd0mKUiGZpohHM2re0gGEvQE3ewYXvwEqH7InuTtaSfLns70_h0c9vkZAHUbDUpML_0756fN7r802agZQNuHCcIxAuzNpeFJAfZbxkM_FjpZvFKbt7VxiDMmhTioA9DyoJD44oBPA5HJUBe_3A_eNVC4R4st5eoacyfBPqt6WxEp2dmZXRpcKdkx57meOidAJPFur3KtddsTrJNQQGYED3gSnlcQf5BD1J4znqEHyPkc6yKbCTEHCrrdRGnc1xJwXAPc5HEP3oVd07cIiwIpQ/file [following]\n",
      "--2020-05-12 21:44:51--  https://ucc1b3223feac9f1e61e0efc7326.dl.dropboxusercontent.com/cd/0/inline2/A3ntPRem52Q61-ypB3OkBB2fRmGwj6Zk1brVcaHJta-941uRSoh6q49VSCunm7ksZ5tqJ1Nn3ZV0EGRWhkK_tr2JFZd0mKUiGZpohHM2re0gGEvQE3ewYXvwEqH7InuTtaSfLns70_h0c9vkZAHUbDUpML_0756fN7r802agZQNuHCcIxAuzNpeFJAfZbxkM_FjpZvFKbt7VxiDMmhTioA9DyoJD44oBPA5HJUBe_3A_eNVC4R4st5eoacyfBPqt6WxEp2dmZXRpcKdkx57meOidAJPFur3KtddsTrJNQQGYED3gSnlcQf5BD1J4znqEHyPkc6yKbCTEHCrrdRGnc1xJwXAPc5HEP3oVd07cIiwIpQ/file\n",
      "Reusing existing connection to [ucc1b3223feac9f1e61e0efc7326.dl.dropboxusercontent.com]:443.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 54717525 (52M) [application/zip]\n",
      "Saving to: ‘./raw_data_phone/phone_dataset.zip’\n",
      "\n",
      "./raw_data_phone/ph 100%[===================>]  52.18M  9.83MB/s    in 6.9s    \n",
      "\n",
      "2020-05-12 21:44:58 (7.51 MB/s) - ‘./raw_data_phone/phone_dataset.zip’ saved [54717525/54717525]\n",
      "\n",
      "Archive:  ./raw_data_phone/phone_dataset.zip\n",
      "   creating: ./raw_data_phone/phone_dataset/\n",
      "   creating: ./raw_data_phone/phone_dataset/P8/\n",
      "   creating: ./raw_data_phone/phone_dataset/P8/files/\n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_seated_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_seated_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_walking_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_walking_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_seated_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_seated_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_walking_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_seated_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_seated_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_seated_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_walking_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_seated_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_walking_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_seated_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_seated_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_seated_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_seated_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_walking_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_seated_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_walking_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_walking_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_seated_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_walking_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_seated_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_walking_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_walking_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_seated_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_seated_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_walking_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_seated_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_seated_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_walking_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_seated_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_seated_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_walking_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_walking_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_walking_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_walking_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_walking_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I9505_seated_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_seated_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_A0001_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_seated_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_GT-I8190_walking_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P8/files/StudyRun8_Nexus 6_walking_DRAG.txt  \n",
      "   creating: ./raw_data_phone/phone_dataset/P16/\n",
      "   creating: ./raw_data_phone/phone_dataset/P16/files/\n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_A0001_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I8190_seated_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I9505_walking_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I9505_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I9505_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_walking_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I8190_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_A0001_walking_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_A0001_walking_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I8190_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I9505_walking_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I9505_walking_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_seated_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I8190_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I8190_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I9505_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I8190_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_walking_WRITE.txt  \n",
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      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_A0001_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I9505_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_A0001_walking_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_A0001_seated_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_seated_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_Nexus 6_seated_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I9505_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P16/files/StudyRun16_GT-I8190_seated_SensorData.txt  \n",
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     ]
    },
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     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_walking_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_seated_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_seated_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_seated_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_walking_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_walking_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_walking_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_seated_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_seated_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_walking_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_walking_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_seated_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_seated_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_walking_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_seated_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_walking_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_walking_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_walking_SensorData.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_walking_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_walking_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_walking_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_walking_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_seated_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_seated_SCROLL_H.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_seated_SCROLL_V.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_seated_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_seated_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_walking_WRITE.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_A0001_seated_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_seated_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_walking_DRAG.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_seated_TAP.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I9505_seated_READ.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_GT-I8190_seated_QUESTION.txt  \n",
      "  inflating: ./raw_data_phone/phone_dataset/P19/files/StudyRun19_Nexus 6_seated_QUESTION.txt  \n"
     ]
    }
   ],
   "source": [
    "!wget -O ./raw_data_phone/phone_dataset.zip https://www.dropbox.com/s/n20u97f537aae0q/phone_dataset.zip?dl=0\n",
    "!unzip ./raw_data_phone/phone_dataset.zip -d ./raw_data_phone/\n",
    "!mv ./raw_data_phone/phone_dataset/timestamp_adjusted ./raw_data_phone/\n",
    "#!rm ./raw_data_phone/phone_dataset.zip"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Install packaged "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Requirement already satisfied: numpy>=1.17.0 in /usr/local/lib/python3.6/dist-packages (from -r requirements.txt (line 1)) (1.17.0)\n",
      "Requirement already satisfied: pandas>=0.25.0 in /usr/local/lib/python3.6/dist-packages (from -r requirements.txt (line 2)) (0.25.0)\n",
      "Requirement already satisfied: pandarallel>=1.4.6 in /usr/local/lib/python3.6/dist-packages (from -r requirements.txt (line 3)) (1.4.6)\n",
      "Requirement already satisfied: scipy>=1.3.1 in /usr/local/lib/python3.6/dist-packages (from -r requirements.txt (line 4)) (1.3.1)\n",
      "Requirement already satisfied: matplotlib>=3.1.3 in /usr/local/lib/python3.6/dist-packages (from -r requirements.txt (line 5)) (3.1.3)\n",
      "Requirement already satisfied: scikit-image>=0.15.0 in /usr/local/lib/python3.6/dist-packages (from -r requirements.txt (line 6)) (0.15.0)\n",
      "Requirement already satisfied: scikit-learn>=0.21.3 in /usr/local/lib/python3.6/dist-packages (from -r requirements.txt (line 7)) (0.21.3)\n",
      "Requirement already satisfied: python-dateutil>=2.6.1 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.25.0->-r requirements.txt (line 2)) (2.8.0)\n",
      "Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.6/dist-packages (from pandas>=0.25.0->-r requirements.txt (line 2)) (2019.2)\n",
      "Requirement already satisfied: dill in /usr/local/lib/python3.6/dist-packages (from pandarallel>=1.4.6->-r requirements.txt (line 3)) (0.3.1.1)\n",
      "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.6/dist-packages (from matplotlib>=3.1.3->-r requirements.txt (line 5)) (0.10.0)\n",
      "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib>=3.1.3->-r requirements.txt (line 5)) (2.4.2)\n",
      "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib>=3.1.3->-r requirements.txt (line 5)) (1.1.0)\n",
      "Requirement already satisfied: PyWavelets>=0.4.0 in /usr/local/lib/python3.6/dist-packages (from scikit-image>=0.15.0->-r requirements.txt (line 6)) (1.0.3)\n",
      "Requirement already satisfied: pillow>=4.3.0 in /usr/local/lib/python3.6/dist-packages (from scikit-image>=0.15.0->-r requirements.txt (line 6)) (6.1.0)\n",
      "Requirement already satisfied: networkx>=2.0 in /usr/local/lib/python3.6/dist-packages (from scikit-image>=0.15.0->-r requirements.txt (line 6)) (2.3)\n",
      "Requirement already satisfied: imageio>=2.0.1 in /usr/local/lib/python3.6/dist-packages (from scikit-image>=0.15.0->-r requirements.txt (line 6)) (2.5.0)\n",
      "Requirement already satisfied: joblib>=0.11 in /usr/local/lib/python3.6/dist-packages (from scikit-learn>=0.21.3->-r requirements.txt (line 7)) (0.13.2)\n",
      "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.6/dist-packages (from python-dateutil>=2.6.1->pandas>=0.25.0->-r requirements.txt (line 2)) (1.12.0)\n",
      "Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from kiwisolver>=1.0.1->matplotlib>=3.1.3->-r requirements.txt (line 5)) (41.0.1)\n",
      "Requirement already satisfied: decorator>=4.3.0 in /usr/local/lib/python3.6/dist-packages (from networkx>=2.0->scikit-image>=0.15.0->-r requirements.txt (line 6)) (4.4.0)\n"
     ]
    }
   ],
   "source": [
    "! pip3 install -r requirements.txt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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 "nbformat": 4,
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