codi.ipynb

{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "holaa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[nltk_data] Downloading package movie_reviews to\n",
      "[nltk_data]     C:\\Users\\paula\\AppData\\Roaming\\nltk_data...\n",
      "[nltk_data]   Package movie_reviews is already up-to-date!\n",
      "[nltk_data] Downloading package stopwords to\n",
      "[nltk_data]     C:\\Users\\paula\\AppData\\Roaming\\nltk_data...\n",
      "[nltk_data]   Package stopwords is already up-to-date!\n"
     ]
    }
   ],
   "source": [
    "import nltk\n",
    "nltk.download('movie_reviews')\n",
    "from nltk.corpus import movie_reviews as mr\n",
    "nltk.download('stopwords')\n",
    "from nltk.corpus import stopwords"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
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       " 'neg/cv928_9478.txt',\n",
       " 'neg/cv929_1841.txt',\n",
       " 'neg/cv930_14949.txt',\n",
       " 'neg/cv931_18783.txt',\n",
       " 'neg/cv932_14854.txt',\n",
       " 'neg/cv933_24953.txt',\n",
       " 'neg/cv934_20426.txt',\n",
       " 'neg/cv935_24977.txt',\n",
       " 'neg/cv936_17473.txt',\n",
       " 'neg/cv937_9816.txt',\n",
       " 'neg/cv938_10706.txt',\n",
       " 'neg/cv939_11247.txt',\n",
       " 'neg/cv940_18935.txt',\n",
       " 'neg/cv941_10718.txt',\n",
       " 'neg/cv942_18509.txt',\n",
       " 'neg/cv943_23547.txt',\n",
       " 'neg/cv944_15042.txt',\n",
       " 'neg/cv945_13012.txt',\n",
       " 'neg/cv946_20084.txt',\n",
       " 'neg/cv947_11316.txt',\n",
       " 'neg/cv948_25870.txt',\n",
       " 'neg/cv949_21565.txt',\n",
       " 'neg/cv950_13478.txt',\n",
       " 'neg/cv951_11816.txt',\n",
       " 'neg/cv952_26375.txt',\n",
       " 'neg/cv953_7078.txt',\n",
       " 'neg/cv954_19932.txt',\n",
       " 'neg/cv955_26154.txt',\n",
       " 'neg/cv956_12547.txt',\n",
       " 'neg/cv957_9059.txt',\n",
       " 'neg/cv958_13020.txt',\n",
       " 'neg/cv959_16218.txt',\n",
       " 'neg/cv960_28877.txt',\n",
       " 'neg/cv961_5578.txt',\n",
       " 'neg/cv962_9813.txt',\n",
       " 'neg/cv963_7208.txt',\n",
       " 'neg/cv964_5794.txt',\n",
       " 'neg/cv965_26688.txt',\n",
       " 'neg/cv966_28671.txt',\n",
       " 'neg/cv967_5626.txt',\n",
       " 'neg/cv968_25413.txt',\n",
       " 'neg/cv969_14760.txt',\n",
       " 'neg/cv970_19532.txt',\n",
       " 'neg/cv971_11790.txt',\n",
       " 'neg/cv972_26837.txt',\n",
       " 'neg/cv973_10171.txt',\n",
       " 'neg/cv974_24303.txt',\n",
       " 'neg/cv975_11920.txt',\n",
       " 'neg/cv976_10724.txt',\n",
       " 'neg/cv977_4776.txt',\n",
       " 'neg/cv978_22192.txt',\n",
       " 'neg/cv979_2029.txt',\n",
       " 'neg/cv980_11851.txt',\n",
       " 'neg/cv981_16679.txt',\n",
       " 'neg/cv982_22209.txt',\n",
       " 'neg/cv983_24219.txt',\n",
       " 'neg/cv984_14006.txt',\n",
       " 'neg/cv985_5964.txt',\n",
       " 'neg/cv986_15092.txt',\n",
       " 'neg/cv987_7394.txt',\n",
       " 'neg/cv988_20168.txt',\n",
       " 'neg/cv989_17297.txt',\n",
       " 'neg/cv990_12443.txt',\n",
       " 'neg/cv991_19973.txt',\n",
       " 'neg/cv992_12806.txt',\n",
       " 'neg/cv993_29565.txt',\n",
       " 'neg/cv994_13229.txt',\n",
       " 'neg/cv995_23113.txt',\n",
       " 'neg/cv996_12447.txt',\n",
       " 'neg/cv997_5152.txt',\n",
       " 'neg/cv998_15691.txt',\n",
       " 'neg/cv999_14636.txt']"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test = mr.fileids('pos')\n",
    "mr.fileids('neg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "ename": "FileNotFoundError",
     "evalue": "[Errno 2] No such file or directory: 'pos/cv021_15838.txt'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32mc:\\Users\\paula\\Documents\\IA\\Quatri_4\\NLP\\PLH_Practica2\\codi.ipynb Cell 4\u001b[0m in \u001b[0;36m2\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/paula/Documents/IA/Quatri_4/NLP/PLH_Practica2/codi.ipynb#W5sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m mr\u001b[39m.\u001b[39mwords(\u001b[39m'\u001b[39m\u001b[39mpos/cv021_15838.txt\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m----> <a href='vscode-notebook-cell:/c%3A/Users/paula/Documents/IA/Quatri_4/NLP/PLH_Practica2/codi.ipynb#W5sZmlsZQ%3D%3D?line=1'>2</a>\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mopen\u001b[39;49m(\u001b[39m'\u001b[39;49m\u001b[39mpos/cv021_15838.txt\u001b[39;49m\u001b[39m'\u001b[39;49m) \u001b[39mas\u001b[39;00m f:\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/paula/Documents/IA/Quatri_4/NLP/PLH_Practica2/codi.ipynb#W5sZmlsZQ%3D%3D?line=2'>3</a>\u001b[0m     aaa \u001b[39m=\u001b[39m f\u001b[39m.\u001b[39mread()\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/paula/Documents/IA/Quatri_4/NLP/PLH_Practica2/codi.ipynb#W5sZmlsZQ%3D%3D?line=4'>5</a>\u001b[0m \u001b[39mprint\u001b[39m(aaa)\n",
      "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'pos/cv021_15838.txt'"
     ]
    }
   ],
   "source": [
    "mr.words('pos/cv021_15838.txt')\n",
    "\n",
    "arxius = []\n",
    "for arxiu in mr.fileids('pos'):\n",
    "    text = mr.words(arxiu)\n",
    "    arxius.append([i for i in text if i not in stopwords.words('english')])      \n",
    "\n",
    "#stopwords.words('english')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " 'radar',\n",
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       " 'cable',\n",
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       " 'last',\n",
       " 'seduction',\n",
       " ',',\n",
       " 'cast',\n",
       " 'dogma',\n",
       " \"'\",\n",
       " 'lead',\n",
       " 'nothing',\n",
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       " '.',\n",
       " \"'\",\n",
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       " 'fine',\n",
       " 'form',\n",
       " 'bethany',\n",
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       " 'clinic',\n",
       " 'worker',\n",
       " \"'\",\n",
       " 'lost',\n",
       " 'faith',\n",
       " '.',\n",
       " 'one',\n",
       " 'night',\n",
       " ',',\n",
       " 'visitor',\n",
       " 'heaven',\n",
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       " 'entrance',\n",
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       " \"'\",\n",
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       " 'metatron',\n",
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       " 'god',\n",
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       " 'needs',\n",
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       " 'must',\n",
       " 'stop',\n",
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       " 'angels',\n",
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       " 'jersey',\n",
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       " '-',\n",
       " 'fate',\n",
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       " 'earth',\n",
       " 'never',\n",
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       " 'bethany',\n",
       " 'joined',\n",
       " 'road',\n",
       " 'trip',\n",
       " 'garden',\n",
       " 'state',\n",
       " '\"',\n",
       " 'prophets',\n",
       " '\"',\n",
       " 'jay',\n",
       " '(',\n",
       " 'jason',\n",
       " 'mewes',\n",
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       " '(',\n",
       " 'kevin',\n",
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       " ',',\n",
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       " '-',\n",
       " 'duty',\n",
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       " 'drops',\n",
       " 'naked',\n",
       " 'sky',\n",
       " 'rufus',\n",
       " ',',\n",
       " 'undocumented',\n",
       " '(',\n",
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       " ')',\n",
       " '\"',\n",
       " 'thirteenth',\n",
       " 'apostle',\n",
       " '\"',\n",
       " ',',\n",
       " 'offers',\n",
       " 'assistance',\n",
       " ',',\n",
       " 'divine',\n",
       " 'stripper',\n",
       " 'serendipity',\n",
       " '(',\n",
       " 'salma',\n",
       " 'hayek',\n",
       " ')',\n",
       " '.',\n",
       " \"'\",\n",
       " 'wild',\n",
       " 'ride',\n",
       " '.',\n",
       " \"'\",\n",
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       " ',',\n",
       " 'respectively',\n",
       " '-',\n",
       " 'probably',\n",
       " 'sharpest',\n",
       " 'either',\n",
       " 'ever',\n",
       " ')',\n",
       " ',',\n",
       " 'banished',\n",
       " 'heaven',\n",
       " 'wisconsin',\n",
       " 'discovered',\n",
       " 'dogmatic',\n",
       " 'loophole',\n",
       " 'enable',\n",
       " 'return',\n",
       " '.',\n",
       " 'loki',\n",
       " 'decides',\n",
       " 'wreak',\n",
       " 'havoc',\n",
       " 'along',\n",
       " 'way',\n",
       " 'knowledge',\n",
       " 'sins',\n",
       " 'absolved',\n",
       " 'pearly',\n",
       " 'gates',\n",
       " '.',\n",
       " 'one',\n",
       " 'point',\n",
       " ',',\n",
       " 'terrorizes',\n",
       " 'boardroom',\n",
       " 'full',\n",
       " 'suits',\n",
       " 'angry',\n",
       " 'combination',\n",
       " 'words',\n",
       " 'bullets',\n",
       " '.',\n",
       " \"'\",\n",
       " 'nasty',\n",
       " ',',\n",
       " 'guiltily',\n",
       " 'enjoyable',\n",
       " 'little',\n",
       " 'scene',\n",
       " 'asks',\n",
       " ',',\n",
       " '\"',\n",
       " 'corrupt',\n",
       " '?',\n",
       " '\"',\n",
       " '.',\n",
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       " 'desire',\n",
       " \"'\",\n",
       " '.',\n",
       " 'since',\n",
       " 'debuting',\n",
       " 'clerks',\n",
       " ',',\n",
       " 'smith',\n",
       " 'grown',\n",
       " 'director',\n",
       " ',',\n",
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       " 'terms',\n",
       " 'working',\n",
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       " \"'\",\n",
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       " '.',\n",
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       " \"'\",\n",
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       " ',',\n",
       " 'though',\n",
       " '(',\n",
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       " \"'\",\n",
       " 'widescreen',\n",
       " 'compositions',\n",
       " 'least',\n",
       " 'blockbuster',\n",
       " 'affectations',\n",
       " ')',\n",
       " ',',\n",
       " 'writing',\n",
       " '-',\n",
       " 'characters',\n",
       " 'still',\n",
       " 'sit',\n",
       " 'around',\n",
       " 'delivering',\n",
       " 'one',\n",
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       " ',',\n",
       " 'hilarious',\n",
       " 'speech',\n",
       " 'another',\n",
       " '.',\n",
       " 'dogma',\n",
       " 'chips',\n",
       " 'away',\n",
       " 'big',\n",
       " 'religious',\n",
       " 'issues',\n",
       " '-',\n",
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       " ',',\n",
       " 'hypocrisy',\n",
       " 'accompanies',\n",
       " 'organized',\n",
       " 'system',\n",
       " 'beliefs',\n",
       " '-',\n",
       " 'eloquently',\n",
       " 'articulately',\n",
       " ',',\n",
       " 'monologues',\n",
       " 'sound',\n",
       " 'much',\n",
       " 'like',\n",
       " 'blatant',\n",
       " 'exposition',\n",
       " '.',\n",
       " 'well',\n",
       " ',',\n",
       " 'verbal',\n",
       " 'introduction',\n",
       " 'new',\n",
       " 'person',\n",
       " 'seems',\n",
       " 'take',\n",
       " 'forever',\n",
       " '.',\n",
       " 'movie',\n",
       " 'much',\n",
       " 'weighty',\n",
       " 'talk',\n",
       " 'would',\n",
       " 'hard',\n",
       " 'time',\n",
       " 'maintaining',\n",
       " 'momentum',\n",
       " '(',\n",
       " 'hurlyburly',\n",
       " ',',\n",
       " 'anyone',\n",
       " '?',\n",
       " ')',\n",
       " ',',\n",
       " 'eventually',\n",
       " 'dogma',\n",
       " \"'\",\n",
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       " 'goes',\n",
       " 'slack',\n",
       " '.',\n",
       " 'long',\n",
       " 'diatribe',\n",
       " 'bartleby',\n",
       " 'late',\n",
       " 'game',\n",
       " ',',\n",
       " 'laments',\n",
       " 'destiny',\n",
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       " \"'\",\n",
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       " 'climax',\n",
       " ',',\n",
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       " 'rant',\n",
       " 'given',\n",
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       " 'deal',\n",
       " 'screen',\n",
       " 'time',\n",
       " '.',\n",
       " 'sure',\n",
       " ',',\n",
       " 'affleck',\n",
       " 'deserved',\n",
       " 'big',\n",
       " 'moment',\n",
       " '(',\n",
       " 'damon',\n",
       " 'steals',\n",
       " 'scenes',\n",
       " 'together',\n",
       " 'prior',\n",
       " ')',\n",
       " ',',\n",
       " 'ultimately',\n",
       " 'makes',\n",
       " 'film',\n",
       " 'us',\n",
       " 'feel',\n",
       " 'bloated',\n",
       " '.',\n",
       " 'like',\n",
       " 'tarantino',\n",
       " ',',\n",
       " 'smith',\n",
       " 'video',\n",
       " '-',\n",
       " 'age',\n",
       " 'sponge',\n",
       " 'became',\n",
       " 'sample',\n",
       " '-',\n",
       " 'mad',\n",
       " 'indie',\n",
       " 'filmmaker',\n",
       " '.',\n",
       " 'dogma',\n",
       " 'pays',\n",
       " 'welcome',\n",
       " 'homage',\n",
       " 'eclectic',\n",
       " 'batch',\n",
       " 'movies',\n",
       " ',',\n",
       " 'including',\n",
       " 'indiana',\n",
       " 'jones',\n",
       " 'last',\n",
       " 'crusade',\n",
       " ',',\n",
       " 'silent',\n",
       " 'bob',\n",
       " 'best',\n",
       " 'harrison',\n",
       " 'ford',\n",
       " ',',\n",
       " 'weird',\n",
       " 'science',\n",
       " '-',\n",
       " 'shit',\n",
       " 'demon',\n",
       " 'attacks',\n",
       " 'heroes',\n",
       " '!',\n",
       " 'smith',\n",
       " 'also',\n",
       " 'kitchen',\n",
       " 'sink',\n",
       " 'brand',\n",
       " 'humour',\n",
       " ':',\n",
       " 'dexterous',\n",
       " 'maneuvering',\n",
       " 'satirical',\n",
       " '(',\n",
       " 'cardinal',\n",
       " 'played',\n",
       " 'george',\n",
       " 'carlin',\n",
       " 'attempts',\n",
       " 'mount',\n",
       " 'publicity',\n",
       " 'campaign',\n",
       " 'slogan',\n",
       " '\"',\n",
       " 'catholicism',\n",
       " 'wow',\n",
       " '!',\n",
       " '\"',\n",
       " ')',\n",
       " 'scatalogical',\n",
       " 'ensures',\n",
       " 'lover',\n",
       " 'comedy',\n",
       " 'leave',\n",
       " 'dogma',\n",
       " 'feeling',\n",
       " 'malnourished',\n",
       " '.',\n",
       " 'bust',\n",
       " '(',\n",
       " 'ed',\n",
       " '?',\n",
       " ')',\n",
       " 'gut',\n",
       " 'several',\n",
       " 'occasions',\n",
       " '.',\n",
       " 'proceedings',\n",
       " 'also',\n",
       " 'get',\n",
       " 'right',\n",
       " 'foot',\n",
       " 'opening',\n",
       " 'funniest',\n",
       " 'disclaimer',\n",
       " 'ever',\n",
       " '.',\n",
       " \"'\",\n",
       " 'disclaimer',\n",
       " 'unlikely',\n",
       " 'put',\n",
       " 'protestors',\n",
       " 'ease',\n",
       " ',',\n",
       " 'read',\n",
       " ',',\n",
       " 'one',\n",
       " 'actually',\n",
       " 'see',\n",
       " 'dogma',\n",
       " '.',\n",
       " 'prerelease',\n",
       " 'ballyhoo',\n",
       " 'tradition',\n",
       " 'last',\n",
       " 'temptation',\n",
       " 'christ',\n",
       " \"'\",\n",
       " ',',\n",
       " 'martin',\n",
       " 'scorsese',\n",
       " \"'\",\n",
       " '1988',\n",
       " 'adaptation',\n",
       " 'nikos',\n",
       " 'kazantzakis',\n",
       " \"'\",\n",
       " 'controversial',\n",
       " 'novel',\n",
       " ',',\n",
       " 'directly',\n",
       " 'linked',\n",
       " 'picture',\n",
       " \"'\",\n",
       " 'content',\n",
       " 'rumours',\n",
       " 'heresy',\n",
       " '.',\n",
       " \"'\",\n",
       " 'famous',\n",
       " 'anecdote',\n",
       " 'fletch',\n",
       " 'director',\n",
       " 'michael',\n",
       " 'ritchie',\n",
       " 'inviting',\n",
       " 'picketers',\n",
       " 'last',\n",
       " 'temptation',\n",
       " 'christ',\n",
       " 'screening',\n",
       " 'dime',\n",
       " ',',\n",
       " 'could',\n",
       " 'know',\n",
       " 'certain',\n",
       " 'rallying',\n",
       " '.',\n",
       " '(',\n",
       " 'one',\n",
       " 'watched',\n",
       " '.',\n",
       " ')',\n",
       " 'every',\n",
       " 'single',\n",
       " 'person',\n",
       " 'refused',\n",
       " '.',\n",
       " 'smith',\n",
       " 'scorsese',\n",
       " 'lot',\n",
       " 'common',\n",
       " ',',\n",
       " 'two',\n",
       " 'films',\n",
       " 'question',\n",
       " ',',\n",
       " 'smith',\n",
       " \"'\",\n",
       " 'bethany',\n",
       " 'scorsese',\n",
       " \"'\",\n",
       " 'jesus',\n",
       " 'hollow',\n",
       " 'shells',\n",
       " 'without',\n",
       " 'faith',\n",
       " '.',\n",
       " 'fact',\n",
       " ',',\n",
       " 'dogma',\n",
       " \"'\",\n",
       " 'denouement',\n",
       " '(',\n",
       " 'follows',\n",
       " 'thrilling',\n",
       " 'showdown',\n",
       " \"'\",\n",
       " 'worth',\n",
       " 'wait',\n",
       " ')',\n",
       " 'catholic',\n",
       " 'love',\n",
       " '-',\n",
       " ',',\n",
       " 'veritable',\n",
       " 'recruitment',\n",
       " 'poster',\n",
       " '.',\n",
       " '(',\n",
       " 'felt',\n",
       " 'sentimental',\n",
       " 'religion',\n",
       " \"'\",\n",
       " 'belong',\n",
       " '.',\n",
       " \"'\",\n",
       " 'powerful',\n",
       " 'filmmaking',\n",
       " '.',\n",
       " ')',\n",
       " 'smith',\n",
       " 'nothing',\n",
       " 'sincere',\n",
       " 'devotion',\n",
       " 'god',\n",
       " ',',\n",
       " 'spirituality',\n",
       " 'shines',\n",
       " '.',\n",
       " \"'\",\n",
       " 'enough',\n",
       " 'make',\n",
       " 'forgive',\n",
       " 'dogma',\n",
       " 'editorial',\n",
       " 'sins',\n",
       " '.',\n",
       " 'religion',\n",
       " 'movies',\n",
       " '.',\n",
       " 'catholic',\n",
       " 'league',\n",
       " 'beats',\n",
       " 'dogma',\n",
       " 'imaginary',\n",
       " 'crimes',\n",
       " 'doctrine',\n",
       " ',',\n",
       " 'roundabout',\n",
       " 'way',\n",
       " \"'\",\n",
       " 'attacking',\n",
       " 'live',\n",
       " ':',\n",
       " 'freedom',\n",
       " 'expression',\n",
       " 'celluloid',\n",
       " '.',\n",
       " 'therefore',\n",
       " 'feel',\n",
       " ',',\n",
       " 'although',\n",
       " \"'\",\n",
       " 'bible',\n",
       " '-',\n",
       " 'thumper',\n",
       " ',',\n",
       " \"'\",\n",
       " 'least',\n",
       " 'qualified',\n",
       " 'criticize',\n",
       " 'dogma',\n",
       " 'william',\n",
       " 'donohue',\n",
       " 'followers',\n",
       " '.']"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arxius[30]s"
   ]
  }
 ],
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