5.1_ CFG Renaming.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "\n",
    "\n",
    "list_of_notebooks=[\n",
    "\"Validation_Notebook_0_100.ipynb\",\n",
    "\"Validation_Notebook_101_200.ipynb\",\n",
    "\"Validation_Notebook_201_300.ipynb\",\n",
    "\"Validation_Notebook_301_400.ipynb\",\n",
    "\"Validation_Notebook_401_500.ipynb\",\n",
    "\"Validation_Notebook_501_600.ipynb\",\n",
    "\"Validation_Notebook_601_737.ipynb\"]\n",
    "\n",
    "\n",
    "for i in range(len(list_of_notebooks)):\n",
    "    with open('./notebooks-Clement/'+list_of_notebooks[i]) as json_data:\n",
    "        notebook = json.load(json_data)\n",
    "        json_data.close()\n",
    "    \n",
    "    for j in range(len(notebook[\"cells\"])):\n",
    "        if \"S ->\" not in notebook[\"cells\"][j][\"source\"][4]:\n",
    "            print (list_of_notebooks[i],j)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 180,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "\n",
    "update=[]\n",
    "\n",
    "\n",
    "list_of_notebooks=[\n",
    "\"Validation_Notebook_0_100.ipynb\",\n",
    "\"Validation_Notebook_101_200.ipynb\",\n",
    "\"Validation_Notebook_201_300.ipynb\",\n",
    "\"Validation_Notebook_301_400.ipynb\",\n",
    "\"Validation_Notebook_401_500.ipynb\",\n",
    "\"Validation_Notebook_501_600.ipynb\",\n",
    "\"Validation_Notebook_601_737.ipynb\"]\n",
    "\n",
    "\n",
    "for i in range(len(list_of_notebooks)):\n",
    "    with open('./notebooks-Clement/'+list_of_notebooks[i]) as json_data:\n",
    "        notebook = json.load(json_data)\n",
    "        json_data.close()\n",
    "    \n",
    "    for j in range(len(notebook[\"cells\"])):\n",
    "         update.append([list_of_notebooks[i],j,notebook[\"cells\"][j][\"source\"][4]])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 181,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['Validation_Notebook_0_100.ipynb', 0, ['Noun4', 'Adposition5']],\n",
       " ['Validation_Notebook_0_100.ipynb', 1, ['Noun4']],\n",
       " ['Validation_Notebook_0_100.ipynb', 2, ['Adverb2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 3, ['Word', 'Other4']],\n",
       " ['Validation_Notebook_0_100.ipynb', 4, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 5, ['Verb1', 'Adposition2', 'Verb3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  6,\n",
       "  ['Adjective1', 'Adposition2', 'Noun3', 'Patient']],\n",
       " ['Validation_Notebook_0_100.ipynb', 7, ['Adposition1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  8,\n",
       "  ['Adverb1', 'Subordinating_conjunction2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 9, ['Noun1', 'Term']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  10,\n",
       "  ['Coordinating_conjunction1', 'Adjective2', 'Noun8', 'Term']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  11,\n",
       "  ['Coordinating_conjunction1', 'Auxiliary2', 'Verb3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  12,\n",
       "  ['Coordinating_conjunction1', 'Pronoun', 'Auxiliary3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  13,\n",
       "  ['Auxiliary3', 'Auxiliary4', 'Verb5', 'Termin', 'Adposition6']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  14,\n",
       "  ['Auxiliary3', 'Auxiliary4', 'Verb5', 'Termin', 'Adposition6']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  15,\n",
       "  ['Coordinating_conjunction1', 'Pronoun2', 'Auxiliary3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  16,\n",
       "  ['Coordinating_conjunction1', 'Verb2', 'Verb4']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  17,\n",
       "  ['Coordinating_conjunction1', 'Pronoun2', 'Auxiliary3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  18,\n",
       "  ['Coordinating_conjunction1', 'Patient', 'Auxiliary4']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  19,\n",
       "  ['Coordinating_conjunction1', 'Adposition2', 'Adverb3']],\n",
       " ['Validation_Notebook_0_100.ipynb', 20, ['Adverb1', 'Adjective2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 21, ['Adposition1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 22, ['Adjective1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 23, ['Adjective2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 24, ['Auxiliary2', 'Adverb3']],\n",
       " ['Validation_Notebook_0_100.ipynb', 25, ['Adjective2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 26, ['Verb2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 27, ['Noun2', 'Termin', 'Adposition3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  28,\n",
       "  ['Adposition1', 'Noun3', 'Adposition4']],\n",
       " ['Validation_Notebook_0_100.ipynb', 29, ['Adposition1', 'Adposition2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  30,\n",
       "  ['Adposition1', 'Noun2', 'Adjective3', 'Adposition4']],\n",
       " ['Validation_Notebook_0_100.ipynb', 31, ['Adposition1', 'Article']],\n",
       " ['Validation_Notebook_0_100.ipynb', 32, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  33,\n",
       "  ['Adverb1', 'Subordinating_conjunction2', 'Deter']],\n",
       " ['Validation_Notebook_0_100.ipynb', 34, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 35, ['Adposition1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  36,\n",
       "  ['Adposition1', 'Determiner2', 'Noun3', 'Noun4']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  37,\n",
       "  ['Adposition1', 'Determiner2', 'Noun3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  38,\n",
       "  ['Adposition1', 'Determiner2', 'Noun3']],\n",
       " ['Validation_Notebook_0_100.ipynb', 39, ['Noun3']],\n",
       " ['Validation_Notebook_0_100.ipynb', 40, ['Noun1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 41, ['Noun1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 42, ['Noun2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 43, ['Member', 'Noun2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 44, ['Member']],\n",
       " ['Validation_Notebook_0_100.ipynb', 45, ['Noun2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  46,\n",
       "  ['Auxiliary1', 'Verb2', 'Termin', 'Adposition3']],\n",
       " ['Validation_Notebook_0_100.ipynb', 47, ['Auxiliary1', 'Verb2', 'Termin']],\n",
       " ['Validation_Notebook_0_100.ipynb', 48, ['Auxiliary1', 'Verb2', 'Term']],\n",
       " ['Validation_Notebook_0_100.ipynb', 49, ['Auxiliary1', 'Verb2', 'Termin']],\n",
       " ['Validation_Notebook_0_100.ipynb', 50, ['Auxiliary1', 'Verb2', 'Termin']],\n",
       " ['Validation_Notebook_0_100.ipynb', 51, ['Verb2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  52,\n",
       "  ['Subordinating_conjunction1', 'Subordinating_conjunction2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 53, ['Adverb1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 54, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 55, ['Noun1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 56, ['Coordinating_conjunction1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 0, ['Adposition1', 'Article']],\n",
       " ['Validation_Notebook_101_200.ipynb', 1, ['Verb1', 'Auxiliary2', 'Verb3']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  2,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_101_200.ipynb', 3, ['Auxiliary1', 'Verb3']],\n",
       " ['Validation_Notebook_101_200.ipynb', 4, ['Auxiliary1', 'Verb2', 'Patient']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  5,\n",
       "  ['Adverb1',\n",
       "   'Auxiliary2',\n",
       "   'Adverb3',\n",
       "   'Auxiliary4',\n",
       "   'Adverb5',\n",
       "   'Verb6',\n",
       "   'Termin']],\n",
       " ['Validation_Notebook_101_200.ipynb', 6, ['Adverb1', 'Auxiliary2', 'Verb3']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  7,\n",
       "  ['Adverb1', 'Auxiliary2', 'Adverb3']],\n",
       " ['Validation_Notebook_101_200.ipynb', 8, ['Noun1', 'Plural', 'Adposition2']],\n",
       " ['Validation_Notebook_101_200.ipynb', 9, ['Verb1', 'Adposition2']],\n",
       " ['Validation_Notebook_101_200.ipynb', 10, ['Adjective1', 'Adposition2']],\n",
       " ['Validation_Notebook_101_200.ipynb', 11, ['Verb1', 'Adposition2']],\n",
       " ['Validation_Notebook_101_200.ipynb', 12, ['Pronoun1', 'Verb2']],\n",
       " ['Validation_Notebook_101_200.ipynb', 13, ['Verb1', 'Termin', 'Adposition2']],\n",
       " ['Validation_Notebook_101_200.ipynb', 14, ['Verb1', 'Adposition2']],\n",
       " ['Validation_Notebook_101_200.ipynb', 15, ['Verb1', 'Auxiliary2', 'Verb3']],\n",
       " ['Validation_Notebook_101_200.ipynb', 16, ['Verb1', 'Auxiliary2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  17,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  18,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_101_200.ipynb', 19, ['Verb1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 20, ['Verb1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 21, ['Verb1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 22, ['Verb1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 23, ['Verb1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 24, ['Verb1']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  25,\n",
       "  ['Verb1', 'Deter', 'Determiner3', 'Noun3']],\n",
       " ['Validation_Notebook_101_200.ipynb', 26, ['Verb1', 'Deter']],\n",
       " ['Validation_Notebook_101_200.ipynb', 27, ['Verb1', 'Noun4']],\n",
       " ['Validation_Notebook_101_200.ipynb', 28, ['Verb1', 'Noun3']],\n",
       " ['Validation_Notebook_101_200.ipynb', 29, ['Verb1', 'Noun3']],\n",
       " ['Validation_Notebook_101_200.ipynb', 30, ['Verb1', 'Noun3']],\n",
       " ['Validation_Notebook_101_200.ipynb', 31, ['Verb1', 'Noun3']],\n",
       " ['Validation_Notebook_101_200.ipynb', 32, ['Verb1', 'Noun2']],\n",
       " ['Validation_Notebook_101_200.ipynb', 33, ['Verb1', 'Sub3', 'Verb6']],\n",
       " ['Validation_Notebook_101_200.ipynb', 34, ['Verb1', 'Noun3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 0, ['Auxiliary1', 'Verb2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  1,\n",
       "  ['Auxiliary2', 'Verb3', 'Determiner4']],\n",
       " ['Validation_Notebook_201_300.ipynb', 2, ['Verb2', 'Adverb3', 'Noun5']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  3,\n",
       "  ['Auxiliary2', 'Adverb3', 'Verb4', 'Adposition5']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  4,\n",
       "  ['Auxiliary2', 'Adverb3', 'Verb4', 'Noun6', 'Adposition7']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  5,\n",
       "  ['Auxiliary2', 'Verb3', 'Determiner4']],\n",
       " ['Validation_Notebook_201_300.ipynb', 6, ['Auxiliary2', 'Adverb3', 'Verb4']],\n",
       " ['Validation_Notebook_201_300.ipynb', 7, ['Auxiliary2', 'Adverb3', 'Verb4']],\n",
       " ['Validation_Notebook_201_300.ipynb', 8, ['Pronoun1', 'Verb3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  9,\n",
       "  ['Auxiliary1', 'Verb2', 'Adposition3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 10, ['Auxiliary1', 'Verb2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 11, ['Auxiliary1', 'Verb2', 'Patient']],\n",
       " ['Validation_Notebook_201_300.ipynb', 12, ['Auxiliary1', 'Verb2', 'Noun4']],\n",
       " ['Validation_Notebook_201_300.ipynb', 13, ['Auxiliary1', 'Verb2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 14, ['Verb2', 'Termin']],\n",
       " ['Validation_Notebook_201_300.ipynb', 15, ['Verb2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 16, ['Auxiliary2', 'Adverb3', 'Verb4']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  17,\n",
       "  ['Auxiliary2', 'Verb3', 'Determiner4']],\n",
       " ['Validation_Notebook_201_300.ipynb', 18, ['Adjective1', 'Verb2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  19,\n",
       "  ['Pronoun1', 'Adjective2', 'Verb3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  20,\n",
       "  ['Adverb1', 'Verb2', 'Adverb3', 'Verb4', 'Adposition5']],\n",
       " ['Validation_Notebook_201_300.ipynb', 21, ['Verb2', 'Termin', 'Adverb3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 22, ['Verb2', 'Termin', 'Adverb3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 23, ['Adverb1', 'Adverb2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 24, ['Adverb1', 'Verb2', 'Adverb3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  25,\n",
       "  ['Adverb1', 'Verb2', 'Termin', 'Adverb3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 26, ['Verb2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 27, ['Noun1']],\n",
       " ['Validation_Notebook_201_300.ipynb', 28, ['Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 29, ['Noun1', 'Termin', 'Adposition2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 30, ['Noun3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 31, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 32, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 33, ['Noun1', 'Adposition2', 'Verb3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 34, ['Adposition1']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  35,\n",
       "  ['Verb2', 'Adverb3', 'Adposition4', 'Verb5']],\n",
       " ['Validation_Notebook_201_300.ipynb', 36, ['Adjective1', 'Adjective2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 37, ['Adposition1']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  38,\n",
       "  ['Noun1', 'Determiner2', 'Noun3', 'Adjective4']],\n",
       " ['Validation_Notebook_201_300.ipynb', 39, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 40, ['Noun1', 'Adjective2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 41, ['Adposition1']],\n",
       " ['Validation_Notebook_201_300.ipynb', 42, ['Noun1', 'Patient']],\n",
       " ['Validation_Notebook_201_300.ipynb', 43, ['Noun1', 'Verb2', 'Noun5']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  44,\n",
       "  ['Noun1', 'Verb2', 'Adposition3', 'Determiner4', 'Noun5']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  45,\n",
       "  ['Noun1', 'Verb2', 'Noun5', 'Adposition6']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  46,\n",
       "  ['Verb1', 'Verb2', 'Subordinating_conjunction3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 47, ['Noun1', 'Adjective2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  0,\n",
       "  ['Verb1', 'Determiner2', 'Adjective3', 'Adjective6']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  1,\n",
       "  ['Verb1', 'Determiner2', 'Adjective3', 'Adjective6']],\n",
       " ['Validation_Notebook_301_400.ipynb', 2, ['Auxiliary1', 'Adjective3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 3, ['Auxiliary1', 'Adjective3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 4, ['Auxiliary1', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb', 5, ['Auxiliary1', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb', 6, ['Auxiliary1', 'Verb3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 7, ['Auxiliary1', 'Verb3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  8,\n",
       "  ['Auxiliary2', 'Adverb3', 'Verb4', 'Determiner5']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  9,\n",
       "  ['Auxiliary2', 'Verb3', 'Adposition4']],\n",
       " ['Validation_Notebook_301_400.ipynb', 10, ['Noun2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 11, ['Noun1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  12,\n",
       "  ['Noun1', 'Coordinating_conjunction2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 13, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  14,\n",
       "  ['Noun1', 'Coordinating_conjunction2', 'Noun3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 15, ['Noun1', 'Noun4']],\n",
       " ['Validation_Notebook_301_400.ipynb', 16, ['Noun3', 'Determiner']],\n",
       " ['Validation_Notebook_301_400.ipynb', 17, ['Adverb1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  18,\n",
       "  ['Subordinating_conjunction1', 'Adjective2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 19, ['Subordinating_conjunction1']],\n",
       " ['Validation_Notebook_301_400.ipynb', 20, ['Adposition1', 'Pronoun2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 21, ['Adposition1', 'Determiner2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 22, ['Noun1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  23,\n",
       "  ['Adposition1', 'Noun3', 'Adposition4']],\n",
       " ['Validation_Notebook_301_400.ipynb', 24, ['Adjective1', 'Adposition2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 25, ['Noun1']],\n",
       " ['Validation_Notebook_301_400.ipynb', 26, ['Auxiliary1', 'Adjective2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 27, ['Auxiliary1', 'Adjective2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 28, ['Verb2', 'Adverb3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 29, ['Verb1', 'Adverb3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 30, ['Auxiliary1', 'Verb2', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb', 31, ['Auxiliary1', 'Verb2', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb', 32, ['Auxiliary1', 'Verb2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  33,\n",
       "  ['Auxiliary1', 'Adposition2', 'Noun3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 34, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 35, ['Verb1']],\n",
       " ['Validation_Notebook_301_400.ipynb', 36, ['Ph1', 'Adjective2', 'Noun5']],\n",
       " ['Validation_Notebook_301_400.ipynb', 37, ['Ph1', 'Noun5']],\n",
       " ['Validation_Notebook_301_400.ipynb', 38, ['Seasons', 'Adjective2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 39, ['Months', 'Adjective2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 40, ['Prep', 'Months']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  41,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  42,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  43,\n",
       "  ['Adverb1', 'Adposition2', 'Noun3', 'Adposition4']],\n",
       " ['Validation_Notebook_301_400.ipynb', 44, ['Adverb1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  45,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 46, ['Adverb2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 47, ['Adjective1', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb', 48, ['Verb1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  49,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Noun6']],\n",
       " ['Validation_Notebook_301_400.ipynb', 50, ['Auxiliary1', 'Verb2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 51, ['Adverb1', 'Adjective2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 52, ['Verb1', 'Verb3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  53,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Adposition4']],\n",
       " ['Validation_Notebook_301_400.ipynb', 54, ['Verb1', 'Auxiliary2', 'Verb3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 55, ['Verb1']],\n",
       " ['Validation_Notebook_301_400.ipynb', 56, ['Auxiliary1', 'Verb2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 57, ['Adjective1', 'Verb2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 58, ['Adverb1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  59,\n",
       "  ['Verb1', 'Determiner2', 'Adjective3', 'Adposition6']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  60,\n",
       "  ['Verb1', 'Adjective3', 'Adposition6']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  61,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Adposition4']],\n",
       " ['Validation_Notebook_301_400.ipynb', 62, ['Adjective2', 'Adposition2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 0, ['Noun1']],\n",
       " ['Validation_Notebook_401_500.ipynb', 1, ['Adverb1', 'Determiner2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 2, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 3, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  4,\n",
       "  ['Adverb1', 'Adjective2', 'Noun5', 'Adposition6']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  5,\n",
       "  ['Determiner1', 'Adjective2', 'Noun5', 'Adposition6']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  6,\n",
       "  ['Determiner1', 'Adjective2', 'Noun5', 'Adposition6']],\n",
       " ['Validation_Notebook_401_500.ipynb', 7, ['Determiner1', 'Noun5']],\n",
       " ['Validation_Notebook_401_500.ipynb', 8, ['Determiner1', 'Noun5']],\n",
       " ['Validation_Notebook_401_500.ipynb', 9, ['Adverb1', 'Adjective2', 'Noun5']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  10,\n",
       "  ['Noun1', 'Adjective2', 'Auxiliary5', 'Auxiliary6', 'Verb7']],\n",
       " ['Validation_Notebook_401_500.ipynb', 11, ['Determiner1', 'Adjective2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  12,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  13,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_401_500.ipynb', 14, ['Adverb1', 'Noun3']],\n",
       " ['Validation_Notebook_401_500.ipynb', 15, ['Adverb1', 'Noun3']],\n",
       " ['Validation_Notebook_401_500.ipynb', 16, ['Adverb1', 'Noun3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  17,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  18,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  19,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  20,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3', 'Verb4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  21,\n",
       "  ['Adverb1', 'Noun3', 'Adposition4']],\n",
       " ['Validation_Notebook_401_500.ipynb', 22, ['Adverb1', 'Noun3', 'Word']],\n",
       " ['Validation_Notebook_401_500.ipynb', 23, ['Adverb1', 'Noun3', 'Word']],\n",
       " ['Validation_Notebook_401_500.ipynb', 24, ['Adverb1', 'Noun3', 'Word']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  25,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  26,\n",
       "  ['Determiner1', 'Noun2', 'Verb3', 'Adposition4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  27,\n",
       "  ['Determiner1', 'Noun2', 'Verb3', 'Adposition4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  28,\n",
       "  ['Auxiliary2', 'Adverb3', 'Adjective4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  29,\n",
       "  ['Auxiliary2', 'Adverb3', 'Adjective4']],\n",
       " ['Validation_Notebook_401_500.ipynb', 30, ['Adverb1', 'Adverb2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  31,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  32,\n",
       "  ['Determiner1', 'Adjective2', 'Noun3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  33,\n",
       "  ['Determiner1', 'Adjective2', 'Noun3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  34,\n",
       "  ['Adverb1', 'Adposition2', 'Noun3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  35,\n",
       "  ['Adverb1', 'Adjective3', 'Noun4', 'Termin']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  36,\n",
       "  ['Adverb1', 'Noun3', 'Adposition4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  37,\n",
       "  ['Adverb1', 'Noun3', 'Adposition4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  38,\n",
       "  ['Adverb1', 'Noun3', 'Adposition4']],\n",
       " ['Validation_Notebook_401_500.ipynb', 39, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 40, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  41,\n",
       "  ['Adverb1', 'Determiner2', 'Verb3']],\n",
       " ['Validation_Notebook_401_500.ipynb', 42, ['Adverb1', 'Adjective2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 43, ['Determiner1']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  44,\n",
       "  ['Coordinating_conjunction1', 'Adverb2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  45,\n",
       "  ['Coordinating_conjunction1', 'Determiner2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 46, ['Coordinating_conjunction1']],\n",
       " ['Validation_Notebook_401_500.ipynb', 47, ['Adverb1', 'Adverb2', 'Verb3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  48,\n",
       "  ['Adverb1', 'Verb2', 'Adposition3']],\n",
       " ['Validation_Notebook_401_500.ipynb', 49, ['Adverb1', 'Verb3']],\n",
       " ['Validation_Notebook_401_500.ipynb', 50, ['Adverb1', 'Auxiliary2', 'Verb3']],\n",
       " ['Validation_Notebook_401_500.ipynb', 51, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  52,\n",
       "  ['Adverb1', 'Adjective2', 'Subordinating_conjunction3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  53,\n",
       "  ['Adverb1', 'Pronoun2', 'Verb3', 'Adposition4']],\n",
       " ['Validation_Notebook_401_500.ipynb', 54, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 55, ['Adverb1', 'Adverb2', 'Verb3']],\n",
       " ['Validation_Notebook_401_500.ipynb', 56, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 57, ['Adverb1', 'Adverb2', 'Verb3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  58,\n",
       "  ['Adverb1', 'Adverb2', 'Verb3', 'Article']],\n",
       " ['Validation_Notebook_401_500.ipynb', 59, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 60, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  61,\n",
       "  ['Adverb1', 'Verb2', 'Adposition3', 'Verb4']],\n",
       " ['Validation_Notebook_401_500.ipynb', 62, ['Adverb1', 'Adverb2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 0, ['Adverb1', 'Verb2', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb', 1, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 2, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  3,\n",
       "  ['Adverb1', 'Adverb2', 'Auxiliary3']],\n",
       " ['Validation_Notebook_501_600.ipynb', 4, ['Verb3']],\n",
       " ['Validation_Notebook_501_600.ipynb', 5, ['Adverb1', 'Adverb2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 6, ['Adverb1', 'Verb2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 7, ['Noun1', 'Termin', 'Adposition2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  8,\n",
       "  ['Adjective1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  9,\n",
       "  ['Adjective1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  10,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb', 11, ['Noun1', 'Verb2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 12, ['Noun1', 'Verb2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 13, ['Noun1', 'Adjective2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 14, ['Noun1', 'Adjective2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 15, ['Noun1', 'Adjective2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  16,\n",
       "  ['Patient', 'Auxiliary2', 'Verb3', 'Adposition4']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  17,\n",
       "  ['Patient', 'Auxiliary4', 'Adverb5']],\n",
       " ['Validation_Notebook_501_600.ipynb', 18, ['Determiner1', 'Patient']],\n",
       " ['Validation_Notebook_501_600.ipynb', 19, ['Patient']],\n",
       " ['Validation_Notebook_501_600.ipynb', 20, ['Verb1', 'Noun2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 21, ['Adjective1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 22, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 23, ['Adverb1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 24, ['Adjective1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 25, ['Adjective1', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb', 26, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 27, ['Adverb1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 28, ['Noun1', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb', 29, ['Noun1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 30, ['Auxiliary1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  31,\n",
       "  ['Determiner1', 'Noun2', 'Auxiliary3']],\n",
       " ['Validation_Notebook_501_600.ipynb', 32, ['Verb1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 33, ['Verb1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 34, ['Adverb1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 35, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 36, ['Noun1', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb', 37, ['Noun1', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb', 38, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 39, ['Verb2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 40, ['Verb1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 41, ['Verb1', 'Adposition2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 42, ['Verb1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 43, ['Verb1', 'Patient']],\n",
       " ['Validation_Notebook_501_600.ipynb', 44, ['Verb1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 45, ['Verb1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 46, ['Adjective1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  47,\n",
       "  ['Auxiliary2', 'Verb3', 'Adposition4']],\n",
       " ['Validation_Notebook_501_600.ipynb', 48, ['Verb1', 'Pronoun']],\n",
       " ['Validation_Notebook_501_600.ipynb', 49, ['Verb1', 'Determiner2', 'Noun3']],\n",
       " ['Validation_Notebook_501_600.ipynb', 50, ['Depuis', 'Seasons']],\n",
       " ['Validation_Notebook_501_600.ipynb', 51, ['Depuis', 'Month']],\n",
       " ['Validation_Notebook_601_737.ipynb', 0, ['Noun1', 'Adjective2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 1, ['Noun1', 'Member']],\n",
       " ['Validation_Notebook_601_737.ipynb', 2, ['Verb1', 'Adposition2', 'Noun4']],\n",
       " ['Validation_Notebook_601_737.ipynb', 3, ['Verb1', 'Noun4']],\n",
       " ['Validation_Notebook_601_737.ipynb', 4, ['Adverb1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 5, ['Verb1', 'Adposition2', 'Verb3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  6,\n",
       "  ['Noun1', 'Termin', 'Adposition2', 'Verb3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 7, ['Noun1', 'Adposition2', 'Verb3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  8,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 9, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 10, ['Verb1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 11, ['Verb1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 12, ['Verb1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 13, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 14, ['Verb1', 'Adposition2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 15, ['Verb1', 'Deter']],\n",
       " ['Validation_Notebook_601_737.ipynb', 16, ['Noun1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 17, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 18, ['Adposition1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 19, ['Noun1', 'Adposition2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  20,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 21, ['Noun1', 'Adjective2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 22, ['Adverb1', 'Adjective2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 23, ['Adverb1', 'Adjective2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 24, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  25,\n",
       "  ['Adposition1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 26, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 27, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 28, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 29, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 30, ['Adposition1', 'Pronoun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 31, ['Adposition1', 'Adverb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 32, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 33, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 34, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 35, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 36, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 37, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 38, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  39,\n",
       "  ['Adposition1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 40, ['Adposition1', 'Article']],\n",
       " ['Validation_Notebook_601_737.ipynb', 41, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 42, ['Adposition1', 'Adverb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 43, ['Verb1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  44,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Word', 'Adjective4']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  45,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 46, ['Auxiliary1', 'Word', 'Verb3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 47, ['Auxiliary1', 'Word', 'Verb3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  48,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 49, ['Auxiliary1', 'Adjective2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 50, ['Auxiliary1', 'Adjective2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 51, ['Auxiliary2', 'Adverb3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  52,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  53,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  54,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin', 'Adposition4']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  55,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin', 'Adposition4']],\n",
       " ['Validation_Notebook_601_737.ipynb', 56, ['Auxiliary1', 'Verb2', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb', 57, ['Auxiliary1', 'Verb2', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  58,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  59,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  60,\n",
       "  ['Pronoun1', 'Pronoun2', 'Auxiliary3', 'Auxiliary4', 'Verb5']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  61,\n",
       "  ['Subordinating_conjunction1',\n",
       "   'Noun2',\n",
       "   'Coordinating_conjunction3',\n",
       "   'Adverb4']],\n",
       " ['Validation_Notebook_601_737.ipynb', 62, ['Pronoun1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  63,\n",
       "  ['Adverb1', 'Subordinating_conjunction2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  64,\n",
       "  ['Pronoun1', 'Adverb2', 'Adjective5']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  65,\n",
       "  ['Pronoun1', 'Adverb2', 'Adjective5']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  66,\n",
       "  ['Auxiliary1', 'Verb2', 'Adposition3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  67,\n",
       "  ['Adposition1', 'Adjective2', 'Member']],\n",
       " ['Validation_Notebook_601_737.ipynb', 68, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 69, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 70, ['Adposition1', 'Verb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 71, ['Adposition1', 'Auxiliary2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 72, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 73, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 74, ['Adposition1', 'Adverb2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 75, ['Adposition1', 'Noun2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  76,\n",
       "  ['Adposition1', 'Adposition2', 'Adverb3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 77, ['Adjective1', 'Adposition2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 78, ['Verb1', 'Adposition2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 79, ['Verb1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 80, ['Adjective1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  81,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  82,\n",
       "  ['Adposition1', 'Noun2', 'Adposition3']],\n",
       " ['Validation_Notebook_601_737.ipynb', 83, ['Verb1', 'Adposition2']]]"
      ]
     },
     "execution_count": 181,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for i in range(len(update)):\n",
    "     update[i][2]=update[i][2][4:].strip().split()[:-1]\n",
    "update"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 182,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['Validation_Notebook_0_100.ipynb',\n",
       "  0,\n",
       "  ['Noun4', 'Adposition5'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 1, ['Noun4'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 2, ['Adverb2'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 3, ['Word', 'Other4'], ['Word', 'Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  4,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  5,\n",
       "  ['Verb1', 'Adposition2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  6,\n",
       "  ['Adjective1', 'Adposition2', 'Noun3', 'Patient'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Patient']],\n",
       " ['Validation_Notebook_0_100.ipynb', 7, ['Adposition1'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  8,\n",
       "  ['Adverb1', 'Subordinating_conjunction2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 9, ['Noun1', 'Term'], ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  10,\n",
       "  ['Coordinating_conjunction1', 'Adjective2', 'Noun8', 'Term'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  11,\n",
       "  ['Coordinating_conjunction1', 'Auxiliary2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  12,\n",
       "  ['Coordinating_conjunction1', 'Pronoun', 'Auxiliary3'],\n",
       "  ['Var1', 'Pronoun', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  13,\n",
       "  ['Auxiliary3', 'Auxiliary4', 'Verb5', 'Termin', 'Adposition6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin', 'Var4']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  14,\n",
       "  ['Auxiliary3', 'Auxiliary4', 'Verb5', 'Termin', 'Adposition6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin', 'Var4']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  15,\n",
       "  ['Coordinating_conjunction1', 'Pronoun2', 'Auxiliary3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  16,\n",
       "  ['Coordinating_conjunction1', 'Verb2', 'Verb4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  17,\n",
       "  ['Coordinating_conjunction1', 'Pronoun2', 'Auxiliary3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  18,\n",
       "  ['Coordinating_conjunction1', 'Patient', 'Auxiliary4'],\n",
       "  ['Var1', 'Patient', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  19,\n",
       "  ['Coordinating_conjunction1', 'Adposition2', 'Adverb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  20,\n",
       "  ['Adverb1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 21, ['Adposition1'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 22, ['Adjective1'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 23, ['Adjective2'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  24,\n",
       "  ['Auxiliary2', 'Adverb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 25, ['Adjective2'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 26, ['Verb2'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  27,\n",
       "  ['Noun2', 'Termin', 'Adposition3'],\n",
       "  ['Var1', 'Termin', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  28,\n",
       "  ['Adposition1', 'Noun3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  29,\n",
       "  ['Adposition1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  30,\n",
       "  ['Adposition1', 'Noun2', 'Adjective3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  31,\n",
       "  ['Adposition1', 'Article'],\n",
       "  ['Var1', 'Article']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  32,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  33,\n",
       "  ['Adverb1', 'Subordinating_conjunction2', 'Deter'],\n",
       "  ['Var1', 'Var2', 'Deter']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  34,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 35, ['Adposition1'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  36,\n",
       "  ['Adposition1', 'Determiner2', 'Noun3', 'Noun4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  37,\n",
       "  ['Adposition1', 'Determiner2', 'Noun3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  38,\n",
       "  ['Adposition1', 'Determiner2', 'Noun3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb', 39, ['Noun3'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 40, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 41, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 42, ['Noun2'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  43,\n",
       "  ['Member', 'Noun2'],\n",
       "  ['Member', 'Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb', 44, ['Member'], ['Member']],\n",
       " ['Validation_Notebook_0_100.ipynb', 45, ['Noun2'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  46,\n",
       "  ['Auxiliary1', 'Verb2', 'Termin', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Termin', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  47,\n",
       "  ['Auxiliary1', 'Verb2', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  48,\n",
       "  ['Auxiliary1', 'Verb2', 'Term'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  49,\n",
       "  ['Auxiliary1', 'Verb2', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  50,\n",
       "  ['Auxiliary1', 'Verb2', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_0_100.ipynb', 51, ['Verb2'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  52,\n",
       "  ['Subordinating_conjunction1', 'Subordinating_conjunction2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 53, ['Adverb1'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  54,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_0_100.ipynb', 55, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_0_100.ipynb',\n",
       "  56,\n",
       "  ['Coordinating_conjunction1'],\n",
       "  ['Var1']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  0,\n",
       "  ['Adposition1', 'Article'],\n",
       "  ['Var1', 'Article']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  1,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  2,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  3,\n",
       "  ['Auxiliary1', 'Verb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  4,\n",
       "  ['Auxiliary1', 'Verb2', 'Patient'],\n",
       "  ['Var1', 'Var2', 'Patient']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  5,\n",
       "  ['Adverb1',\n",
       "   'Auxiliary2',\n",
       "   'Adverb3',\n",
       "   'Auxiliary4',\n",
       "   'Adverb5',\n",
       "   'Verb6',\n",
       "   'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4', 'Var5', 'Var6', 'Termin']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  6,\n",
       "  ['Adverb1', 'Auxiliary2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  7,\n",
       "  ['Adverb1', 'Auxiliary2', 'Adverb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  8,\n",
       "  ['Noun1', 'Plural', 'Adposition2'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  9,\n",
       "  ['Verb1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  10,\n",
       "  ['Adjective1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  11,\n",
       "  ['Verb1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  12,\n",
       "  ['Pronoun1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  13,\n",
       "  ['Verb1', 'Termin', 'Adposition2'],\n",
       "  ['Var1', 'Termin', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  14,\n",
       "  ['Verb1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  15,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  16,\n",
       "  ['Verb1', 'Auxiliary2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  17,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  18,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin']],\n",
       " ['Validation_Notebook_101_200.ipynb', 19, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 20, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 21, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 22, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 23, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_101_200.ipynb', 24, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  25,\n",
       "  ['Verb1', 'Deter', 'Determiner3', 'Noun3'],\n",
       "  ['Var1', 'Deter', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  26,\n",
       "  ['Verb1', 'Deter'],\n",
       "  ['Var1', 'Deter']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  27,\n",
       "  ['Verb1', 'Noun4'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  28,\n",
       "  ['Verb1', 'Noun3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  29,\n",
       "  ['Verb1', 'Noun3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  30,\n",
       "  ['Verb1', 'Noun3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  31,\n",
       "  ['Verb1', 'Noun3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  32,\n",
       "  ['Verb1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  33,\n",
       "  ['Verb1', 'Sub3', 'Verb6'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_101_200.ipynb',\n",
       "  34,\n",
       "  ['Verb1', 'Noun3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  0,\n",
       "  ['Auxiliary1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  1,\n",
       "  ['Auxiliary2', 'Verb3', 'Determiner4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  2,\n",
       "  ['Verb2', 'Adverb3', 'Noun5'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  3,\n",
       "  ['Auxiliary2', 'Adverb3', 'Verb4', 'Adposition5'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  4,\n",
       "  ['Auxiliary2', 'Adverb3', 'Verb4', 'Noun6', 'Adposition7'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4', 'Var5']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  5,\n",
       "  ['Auxiliary2', 'Verb3', 'Determiner4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  6,\n",
       "  ['Auxiliary2', 'Adverb3', 'Verb4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  7,\n",
       "  ['Auxiliary2', 'Adverb3', 'Verb4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  8,\n",
       "  ['Pronoun1', 'Verb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  9,\n",
       "  ['Auxiliary1', 'Verb2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  10,\n",
       "  ['Auxiliary1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  11,\n",
       "  ['Auxiliary1', 'Verb2', 'Patient'],\n",
       "  ['Var1', 'Var2', 'Patient']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  12,\n",
       "  ['Auxiliary1', 'Verb2', 'Noun4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  13,\n",
       "  ['Auxiliary1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  14,\n",
       "  ['Verb2', 'Termin'],\n",
       "  ['Var1', 'Termin']],\n",
       " ['Validation_Notebook_201_300.ipynb', 15, ['Verb2'], ['Var1']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  16,\n",
       "  ['Auxiliary2', 'Adverb3', 'Verb4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  17,\n",
       "  ['Auxiliary2', 'Verb3', 'Determiner4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  18,\n",
       "  ['Adjective1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  19,\n",
       "  ['Pronoun1', 'Adjective2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  20,\n",
       "  ['Adverb1', 'Verb2', 'Adverb3', 'Verb4', 'Adposition5'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4', 'Var5']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  21,\n",
       "  ['Verb2', 'Termin', 'Adverb3'],\n",
       "  ['Var1', 'Termin', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  22,\n",
       "  ['Verb2', 'Termin', 'Adverb3'],\n",
       "  ['Var1', 'Termin', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  23,\n",
       "  ['Adverb1', 'Adverb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  24,\n",
       "  ['Adverb1', 'Verb2', 'Adverb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  25,\n",
       "  ['Adverb1', 'Verb2', 'Termin', 'Adverb3'],\n",
       "  ['Var1', 'Var2', 'Termin', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 26, ['Verb2'], ['Var1']],\n",
       " ['Validation_Notebook_201_300.ipynb', 27, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  28,\n",
       "  ['Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  29,\n",
       "  ['Noun1', 'Termin', 'Adposition2'],\n",
       "  ['Var1', 'Termin', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 30, ['Noun3'], ['Var1']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  31,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  32,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  33,\n",
       "  ['Noun1', 'Adposition2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb', 34, ['Adposition1'], ['Var1']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  35,\n",
       "  ['Verb2', 'Adverb3', 'Adposition4', 'Verb5'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  36,\n",
       "  ['Adjective1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 37, ['Adposition1'], ['Var1']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  38,\n",
       "  ['Noun1', 'Determiner2', 'Noun3', 'Adjective4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  39,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  40,\n",
       "  ['Noun1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_201_300.ipynb', 41, ['Adposition1'], ['Var1']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  42,\n",
       "  ['Noun1', 'Patient'],\n",
       "  ['Var1', 'Patient']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  43,\n",
       "  ['Noun1', 'Verb2', 'Noun5'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  44,\n",
       "  ['Noun1', 'Verb2', 'Adposition3', 'Determiner4', 'Noun5'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4', 'Var5']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  45,\n",
       "  ['Noun1', 'Verb2', 'Noun5', 'Adposition6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  46,\n",
       "  ['Verb1', 'Verb2', 'Subordinating_conjunction3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_201_300.ipynb',\n",
       "  47,\n",
       "  ['Noun1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  0,\n",
       "  ['Verb1', 'Determiner2', 'Adjective3', 'Adjective6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  1,\n",
       "  ['Verb1', 'Determiner2', 'Adjective3', 'Adjective6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  2,\n",
       "  ['Auxiliary1', 'Adjective3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  3,\n",
       "  ['Auxiliary1', 'Adjective3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  4,\n",
       "  ['Auxiliary1', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  5,\n",
       "  ['Auxiliary1', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  6,\n",
       "  ['Auxiliary1', 'Verb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  7,\n",
       "  ['Auxiliary1', 'Verb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  8,\n",
       "  ['Auxiliary2', 'Adverb3', 'Verb4', 'Determiner5'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  9,\n",
       "  ['Auxiliary2', 'Verb3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 10, ['Noun2'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb', 11, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  12,\n",
       "  ['Noun1', 'Coordinating_conjunction2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  13,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  14,\n",
       "  ['Noun1', 'Coordinating_conjunction2', 'Noun3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  15,\n",
       "  ['Noun1', 'Noun4'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  16,\n",
       "  ['Noun3', 'Determiner'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 17, ['Adverb1'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  18,\n",
       "  ['Subordinating_conjunction1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  19,\n",
       "  ['Subordinating_conjunction1'],\n",
       "  ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  20,\n",
       "  ['Adposition1', 'Pronoun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  21,\n",
       "  ['Adposition1', 'Determiner2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 22, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  23,\n",
       "  ['Adposition1', 'Noun3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  24,\n",
       "  ['Adjective1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 25, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  26,\n",
       "  ['Auxiliary1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  27,\n",
       "  ['Auxiliary1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  28,\n",
       "  ['Verb2', 'Adverb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  29,\n",
       "  ['Verb1', 'Adverb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  30,\n",
       "  ['Auxiliary1', 'Verb2', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  31,\n",
       "  ['Auxiliary1', 'Verb2', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  32,\n",
       "  ['Auxiliary1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  33,\n",
       "  ['Auxiliary1', 'Adposition2', 'Noun3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  34,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 35, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  36,\n",
       "  ['Ph1', 'Adjective2', 'Noun5'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 37, ['Ph1', 'Noun5'], ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  38,\n",
       "  ['Seasons', 'Adjective2'],\n",
       "  ['Seasons', 'Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  39,\n",
       "  ['Months', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  40,\n",
       "  ['Prep', 'Months'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  41,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  42,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  43,\n",
       "  ['Adverb1', 'Adposition2', 'Noun3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_301_400.ipynb', 44, ['Adverb1'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  45,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 46, ['Adverb2'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  47,\n",
       "  ['Adjective1', 'Termin'],\n",
       "  ['Var1', 'Termin']],\n",
       " ['Validation_Notebook_301_400.ipynb', 48, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  49,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Noun6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  50,\n",
       "  ['Auxiliary1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  51,\n",
       "  ['Adverb1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  52,\n",
       "  ['Verb1', 'Verb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  53,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  54,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb', 55, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  56,\n",
       "  ['Auxiliary1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  57,\n",
       "  ['Adjective1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_301_400.ipynb', 58, ['Adverb1'], ['Var1']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  59,\n",
       "  ['Verb1', 'Determiner2', 'Adjective3', 'Adposition6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  60,\n",
       "  ['Verb1', 'Adjective3', 'Adposition6'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  61,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_301_400.ipynb',\n",
       "  62,\n",
       "  ['Adjective2', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 0, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  1,\n",
       "  ['Adverb1', 'Determiner2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  2,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  3,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  4,\n",
       "  ['Adverb1', 'Adjective2', 'Noun5', 'Adposition6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  5,\n",
       "  ['Determiner1', 'Adjective2', 'Noun5', 'Adposition6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  6,\n",
       "  ['Determiner1', 'Adjective2', 'Noun5', 'Adposition6'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  7,\n",
       "  ['Determiner1', 'Noun5'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  8,\n",
       "  ['Determiner1', 'Noun5'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  9,\n",
       "  ['Adverb1', 'Adjective2', 'Noun5'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  10,\n",
       "  ['Noun1', 'Adjective2', 'Auxiliary5', 'Auxiliary6', 'Verb7'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4', 'Var5']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  11,\n",
       "  ['Determiner1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  12,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  13,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  14,\n",
       "  ['Adverb1', 'Noun3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  15,\n",
       "  ['Adverb1', 'Noun3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  16,\n",
       "  ['Adverb1', 'Noun3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  17,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  18,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  19,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  20,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3', 'Verb4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  21,\n",
       "  ['Adverb1', 'Noun3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  22,\n",
       "  ['Adverb1', 'Noun3', 'Word'],\n",
       "  ['Var1', 'Var2', 'Word']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  23,\n",
       "  ['Adverb1', 'Noun3', 'Word'],\n",
       "  ['Var1', 'Var2', 'Word']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  24,\n",
       "  ['Adverb1', 'Noun3', 'Word'],\n",
       "  ['Var1', 'Var2', 'Word']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  25,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  26,\n",
       "  ['Determiner1', 'Noun2', 'Verb3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  27,\n",
       "  ['Determiner1', 'Noun2', 'Verb3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  28,\n",
       "  ['Auxiliary2', 'Adverb3', 'Adjective4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  29,\n",
       "  ['Auxiliary2', 'Adverb3', 'Adjective4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  30,\n",
       "  ['Adverb1', 'Adverb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  31,\n",
       "  ['Determiner1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  32,\n",
       "  ['Determiner1', 'Adjective2', 'Noun3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  33,\n",
       "  ['Determiner1', 'Adjective2', 'Noun3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  34,\n",
       "  ['Adverb1', 'Adposition2', 'Noun3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  35,\n",
       "  ['Adverb1', 'Adjective3', 'Noun4', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  36,\n",
       "  ['Adverb1', 'Noun3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  37,\n",
       "  ['Adverb1', 'Noun3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  38,\n",
       "  ['Adverb1', 'Noun3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  39,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  40,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  41,\n",
       "  ['Adverb1', 'Determiner2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  42,\n",
       "  ['Adverb1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb', 43, ['Determiner1'], ['Var1']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  44,\n",
       "  ['Coordinating_conjunction1', 'Adverb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  45,\n",
       "  ['Coordinating_conjunction1', 'Determiner2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  46,\n",
       "  ['Coordinating_conjunction1'],\n",
       "  ['Var1']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  47,\n",
       "  ['Adverb1', 'Adverb2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  48,\n",
       "  ['Adverb1', 'Verb2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  49,\n",
       "  ['Adverb1', 'Verb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  50,\n",
       "  ['Adverb1', 'Auxiliary2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  51,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  52,\n",
       "  ['Adverb1', 'Adjective2', 'Subordinating_conjunction3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  53,\n",
       "  ['Adverb1', 'Pronoun2', 'Verb3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  54,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  55,\n",
       "  ['Adverb1', 'Adverb2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  56,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  57,\n",
       "  ['Adverb1', 'Adverb2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  58,\n",
       "  ['Adverb1', 'Adverb2', 'Verb3', 'Article'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Article']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  59,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  60,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  61,\n",
       "  ['Adverb1', 'Verb2', 'Adposition3', 'Verb4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_401_500.ipynb',\n",
       "  62,\n",
       "  ['Adverb1', 'Adverb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  0,\n",
       "  ['Adverb1', 'Verb2', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  1,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  2,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  3,\n",
       "  ['Adverb1', 'Adverb2', 'Auxiliary3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_501_600.ipynb', 4, ['Verb3'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  5,\n",
       "  ['Adverb1', 'Adverb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  6,\n",
       "  ['Adverb1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  7,\n",
       "  ['Noun1', 'Termin', 'Adposition2'],\n",
       "  ['Var1', 'Termin', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  8,\n",
       "  ['Adjective1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  9,\n",
       "  ['Adjective1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  10,\n",
       "  ['Verb1', 'Auxiliary2', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  11,\n",
       "  ['Noun1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  12,\n",
       "  ['Noun1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  13,\n",
       "  ['Noun1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  14,\n",
       "  ['Noun1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  15,\n",
       "  ['Noun1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  16,\n",
       "  ['Patient', 'Auxiliary2', 'Verb3', 'Adposition4'],\n",
       "  ['Patient', 'Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  17,\n",
       "  ['Patient', 'Auxiliary4', 'Adverb5'],\n",
       "  ['Patient', 'Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  18,\n",
       "  ['Determiner1', 'Patient'],\n",
       "  ['Var1', 'Patient']],\n",
       " ['Validation_Notebook_501_600.ipynb', 19, ['Patient'], ['Patient']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  20,\n",
       "  ['Verb1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 21, ['Adjective1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  22,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 23, ['Adverb1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 24, ['Adjective1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  25,\n",
       "  ['Adjective1', 'Termin'],\n",
       "  ['Var1', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  26,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 27, ['Adverb1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  28,\n",
       "  ['Noun1', 'Termin'],\n",
       "  ['Var1', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb', 29, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 30, ['Auxiliary1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  31,\n",
       "  ['Determiner1', 'Noun2', 'Auxiliary3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_501_600.ipynb', 32, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 33, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 34, ['Adverb1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  35,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  36,\n",
       "  ['Noun1', 'Termin'],\n",
       "  ['Var1', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  37,\n",
       "  ['Noun1', 'Termin'],\n",
       "  ['Var1', 'Termin']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  38,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 39, ['Verb2'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 40, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  41,\n",
       "  ['Verb1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_501_600.ipynb', 42, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  43,\n",
       "  ['Verb1', 'Patient'],\n",
       "  ['Var1', 'Patient']],\n",
       " ['Validation_Notebook_501_600.ipynb', 44, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 45, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb', 46, ['Adjective1'], ['Var1']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  47,\n",
       "  ['Auxiliary2', 'Verb3', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  48,\n",
       "  ['Verb1', 'Pronoun'],\n",
       "  ['Var1', 'Pronoun']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  49,\n",
       "  ['Verb1', 'Determiner2', 'Noun3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  50,\n",
       "  ['Depuis', 'Seasons'],\n",
       "  ['Depuis', 'Seasons']],\n",
       " ['Validation_Notebook_501_600.ipynb',\n",
       "  51,\n",
       "  ['Depuis', 'Month'],\n",
       "  ['Depuis', 'Month']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  0,\n",
       "  ['Noun1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  1,\n",
       "  ['Noun1', 'Member'],\n",
       "  ['Var1', 'Member']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  2,\n",
       "  ['Verb1', 'Adposition2', 'Noun4'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  3,\n",
       "  ['Verb1', 'Noun4'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 4, ['Adverb1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  5,\n",
       "  ['Verb1', 'Adposition2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  6,\n",
       "  ['Noun1', 'Termin', 'Adposition2', 'Verb3'],\n",
       "  ['Var1', 'Termin', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  7,\n",
       "  ['Noun1', 'Adposition2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  8,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  9,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 10, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 11, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 12, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  13,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  14,\n",
       "  ['Verb1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  15,\n",
       "  ['Verb1', 'Deter'],\n",
       "  ['Var1', 'Deter']],\n",
       " ['Validation_Notebook_601_737.ipynb', 16, ['Noun1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  17,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 18, ['Adposition1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  19,\n",
       "  ['Noun1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  20,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  21,\n",
       "  ['Noun1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  22,\n",
       "  ['Adverb1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  23,\n",
       "  ['Adverb1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  24,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  25,\n",
       "  ['Adposition1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  26,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  27,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  28,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  29,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  30,\n",
       "  ['Adposition1', 'Pronoun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  31,\n",
       "  ['Adposition1', 'Adverb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  32,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  33,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  34,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  35,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  36,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  37,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  38,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  39,\n",
       "  ['Adposition1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  40,\n",
       "  ['Adposition1', 'Article'],\n",
       "  ['Var1', 'Article']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  41,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  42,\n",
       "  ['Adposition1', 'Adverb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 43, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  44,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Word', 'Adjective4'],\n",
       "  ['Var1', 'Var2', 'Word', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  45,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  46,\n",
       "  ['Auxiliary1', 'Word', 'Verb3'],\n",
       "  ['Var1', 'Word', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  47,\n",
       "  ['Auxiliary1', 'Word', 'Verb3'],\n",
       "  ['Var1', 'Word', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  48,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  49,\n",
       "  ['Auxiliary1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  50,\n",
       "  ['Auxiliary1', 'Adjective2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  51,\n",
       "  ['Auxiliary2', 'Adverb3'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  52,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  53,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  54,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin', 'Var4']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  55,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin', 'Adposition4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin', 'Var4']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  56,\n",
       "  ['Auxiliary1', 'Verb2', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  57,\n",
       "  ['Auxiliary1', 'Verb2', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  58,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  59,\n",
       "  ['Auxiliary1', 'Auxiliary2', 'Verb3', 'Termin'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Termin']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  60,\n",
       "  ['Pronoun1', 'Pronoun2', 'Auxiliary3', 'Auxiliary4', 'Verb5'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4', 'Var5']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  61,\n",
       "  ['Subordinating_conjunction1',\n",
       "   'Noun2',\n",
       "   'Coordinating_conjunction3',\n",
       "   'Adverb4'],\n",
       "  ['Var1', 'Var2', 'Var3', 'Var4']],\n",
       " ['Validation_Notebook_601_737.ipynb', 62, ['Pronoun1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  63,\n",
       "  ['Adverb1', 'Subordinating_conjunction2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  64,\n",
       "  ['Pronoun1', 'Adverb2', 'Adjective5'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  65,\n",
       "  ['Pronoun1', 'Adverb2', 'Adjective5'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  66,\n",
       "  ['Auxiliary1', 'Verb2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  67,\n",
       "  ['Adposition1', 'Adjective2', 'Member'],\n",
       "  ['Var1', 'Var2', 'Member']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  68,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  69,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  70,\n",
       "  ['Adposition1', 'Verb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  71,\n",
       "  ['Adposition1', 'Auxiliary2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  72,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  73,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  74,\n",
       "  ['Adposition1', 'Adverb2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  75,\n",
       "  ['Adposition1', 'Noun2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  76,\n",
       "  ['Adposition1', 'Adposition2', 'Adverb3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  77,\n",
       "  ['Adjective1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  78,\n",
       "  ['Verb1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']],\n",
       " ['Validation_Notebook_601_737.ipynb', 79, ['Verb1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb', 80, ['Adjective1'], ['Var1']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  81,\n",
       "  ['Noun1', 'Adjective2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  82,\n",
       "  ['Adposition1', 'Noun2', 'Adposition3'],\n",
       "  ['Var1', 'Var2', 'Var3']],\n",
       " ['Validation_Notebook_601_737.ipynb',\n",
       "  83,\n",
       "  ['Verb1', 'Adposition2'],\n",
       "  ['Var1', 'Var2']]]"
      ]
     },
     "execution_count": 182,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "helperList=[\"Article\", \"Patient\", \"Termin\", \"Pronoun\", \"Avec\", \"Deter\", \"Member\", \"Month\", \"Seasons\", \"Aucun\", \"Word\", \"Depuis\"]\n",
    "\n",
    "for j in range(len(update)):\n",
    "    \n",
    "    update[j].append([])\n",
    "    indexing=1\n",
    "    \n",
    "    for i in range(len(update[j][2])):\n",
    "\n",
    "        if not update[j][2][i] in helperList:\n",
    "            update[j][3].append(\"Var\"+str(indexing))\n",
    "            indexing+=1\n",
    "        else:\n",
    "            update[j][3].append(update[j][2][i])\n",
    "\n",
    "update        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 187,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "\n",
    "\n",
    "list_of_notebooks=[\n",
    "\"Validation_Notebook_0_100.ipynb\",\n",
    "\"Validation_Notebook_101_200.ipynb\",\n",
    "\"Validation_Notebook_201_300.ipynb\",\n",
    "\"Validation_Notebook_301_400.ipynb\",\n",
    "\"Validation_Notebook_401_500.ipynb\",\n",
    "\"Validation_Notebook_501_600.ipynb\",\n",
    "\"Validation_Notebook_601_737.ipynb\"]\n",
    "\n",
    " \n",
    "for i in range(len(update)):\n",
    "    with open('./notebooks-Clement/'+update[i][0]) as json_data:\n",
    "        working_notebook = json.load(json_data)\n",
    "        json_data.close()\n",
    "\n",
    "        src=working_notebook[\"cells\"][update[i][1]][\"source\"]\n",
    "\n",
    "        for j in range(len(src)):\n",
    "            for k in range(len(update[i][2])):\n",
    "                working_notebook[\"cells\"][update[i][1]][\"source\"][j]=working_notebook[\"cells\"][update[i][1]][\"source\"][j].replace(update[i][2][k],update[i][3][k])\n",
    "\n",
    "\n",
    "    with open('./notebooks-Clement/'+update[i][0], 'w+') as outfile:\n",
    "        json.dump(working_notebook, outfile)"
   ]
  },
  {
   "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
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}