IBM_Model1.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 74
    },
    "colab_type": "code",
    "id": "chVEGoSdiWHT",
    "outputId": "baf9acea-7068-4d03-da67-e1c5750cf9e6"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"
     ]
    }
   ],
   "source": [
    " from google.colab import drive \n",
    " import pickle \n",
    " drive.mount('/content/drive')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "id": "H2Ze-yMGf6ix"
   },
   "outputs": [],
   "source": [
    "en = open('/content/drive/My Drive/dev.en','r')\n",
    "hi = open('/content/drive/My Drive/dev.hi','r')\n",
    "sents_en=en.readlines()\n",
    "sents_hi=hi.readlines()\n",
    "\n",
    " #initialize t(e|f) uniformly\n",
    " #dict[e,f] = value \n",
    "t = {}\n",
    "for i in range(10):#doing it for 10 iterations talk about this \n",
    "  #  set count(e|f) to 0 for all e,f\n",
    "  count = {}\n",
    "  total = {}\n",
    "  #  set total(f) to 0 for all f\n",
    "  total_s = {}\n",
    "  for i in range(len(sents_en)):\n",
    "    for words_en in sents_en[i].split(' ')[:-1]:\n",
    "      for words_hi in sents_hi[i].split(' ')[:-1]:\n",
    "        if (words_en,words_hi) not in t:\n",
    "          t[(words_en,words_hi)] = 0.2 # I have initialised to 0.2\n",
    "        if words_en not in total_s:\n",
    "          total_s[words_en] = 0\n",
    "        total_s[words_en] += t[(words_en,words_hi)]\n",
    "    for words_en in sents_en[i].split(' ')[:-1]:\n",
    "      for words_hi in sents_hi[i].split(' ')[:-1]:\n",
    "        if (words_en,words_hi) not in count:\n",
    "          count[(words_en,words_hi)]=0\n",
    "        if words_hi not in total:\n",
    "          total[words_hi] = 0\n",
    "        count[(words_en,words_hi)] += t[(words_en,words_hi)] / total_s[words_en]\n",
    "        total[words_hi] += t[(words_en,words_hi)] / total_s[words_en]\n",
    "  for key in t.keys():\n",
    "    t[key] = count[key]/total[key[1]]\n",
    "  i=1\n",
    "\n",
    "words = []\n",
    "for key in t.keys():\n",
    "  if key[0] not in words:\n",
    "    words.append(key[0])\n",
    "\n",
    "results = {}\n",
    "for word in words:\n",
    "  max_val = -1\n",
    "  max_key = ''\n",
    "  for key in t.keys():\n",
    "    if(key[0]==word) and max_val < t[key]:\n",
    "      max_val = t[key]\n",
    "      max_key = key\n",
    "  results[max_key] = max_val\n",
    "  # print(max_key)\n",
    "  #iterate through all the key:value pairs with key[0]\n",
    "# print(new_dict)\n",
    "with open('ibmresults.pickle', 'wb') as handle:\n",
    "    pickle.dump(results, handle, protocol=pickle.HIGHEST_PROTOCOL)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 94
    },
    "colab_type": "code",
    "id": "rJD7e_xK3rZj",
    "outputId": "a429427f-e211-4def-e710-159f9401af8d"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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('causing', 'ओमेगा-3'): 0.10174452450863186, ('like', 'जैसे'): 0.9456820023535708, ('cataract', 'मोतियाबिंद'): 0.8415133832982619, ('and', 'और'): 0.9228464138000543, ('glaucoma', 'ग्लूकोमा'): 0.7106183266659457, ('can', 'जा'): 0.5575971209406557, ('prevented', 'ओमेगा-3'): 0.10174452450863186, ('by', 'से'): 0.19960607650877255, ('increasing', 'कारण'): 0.40424594757246207, ('amount', 'ओमेगा-3'): 0.10174452450863186, ('vitamin-C', 'विटामिन-सी'): 0.43839539919695963, ('omega-3', 'ओमेगा-3'): 0.10174452450863186, ('oils', 'ओमेगा-3'): 0.10174452450863186, ('some', 'कुछ'): 0.995543523056125, ('special', 'विशेष'): 0.7339158375223667, ('plants', 'ओमेगा-3'): 0.10174452450863186, ('in', 'में'): 0.7821827913343359, ('diet', 'आहार'): 0.3277078015186458, ('So', 'भला'): 0.2895377745394338, ('let', 'आइए'): 0.18922277322013475, ('us', 'हमें'): 0.7989922516929981, ('know', 'जानते'): 0.6908833246206341, ('how', 'कैसे'): 0.2404042997270701, ('your', 'आपकी'): 0.3499394422174667, ('should', 'जाए'): 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0.10998770859965447, ('fully', 'सड़कों'): 0.10998770859965447, ('option', 'सड़कों'): 0.10998770859965447, ('date', 'तारीख'): 0.18574585074706135, ('Maldive', 'मालदीव'): 0.7602593773656737, ('return', 'तारीख'): 0.18574585074706135, ('fare', 'तारीख'): 0.1857457400352477, ('28', 'तारीख'): 0.18574585074706135, ('rupees', 'तारीख'): 0.18574585074706135, ('per', 'व्यक्\\u200dति'): 0.32968052245444657, ('halt', 'रुकें'): 0.17229226314910587, ('Malè', 'माले'): 0.454024986025784, ('rent', 'रुकें'): 0.17229226314910587, ('Maldives', 'रुकें'): 0.17229226314910587, ('island', 'रुकें'): 0.17229226314910587, ('pocket', 'माले'): 0.454024986025784, ('willprove', 'रुकें'): 0.17229226314910587, ('Sea', 'सी'): 0.6996631127114384, ('profitable', 'यहीं'): 0.7206593532374499, ('December', 'दिसंबर'): 0.2315730832210089, ('Louis', 'लुई'): 0.8163522420552235, ('begun', 'दिसंबर'): 0.2315730832210089, ('Cochhi', 'दिसंबर'): 0.2315730832210089, ('Colombo', 'दिसंबर'): 0.2315730832210089, ('European', 'यूरोपीय'): 0.4588733961442852, ('industry', 'यूरोपीय'): 0.4588733961442852, ('Lui', 'दिक्कतों'): 0.16343159243548291, ('postponed', 'दिक्कतों'): 0.16343159243548291, ('services', 'दिक्कतों'): 0.16343159243548291, ('hope', 'दिक्कतों'): 0.16343159243548291, ('resuming', 'दिक्कतों'): 0.16343159243548291, ('October', 'दिक्कतों'): 0.16343159243548291, ('plane', 'प्लेन'): 0.8260197817592222, ('MV', 'एमवी'): 0.17674955106787762, ('Aquamarine', 'एमवी'): 0.17674955106787762, ('minimum', 'एमवी'): 0.17674955106787762, ('Rs', 'रुपये'): 0.29924936354352877, ('5850', 'एमवी'): 0.17674955106787762, ('means', '18'): 0.3303401643989292, ('fair', '18'): 0.3303401643989292, ('18', '18'): 0.3303401643989292, ('elders', 'बड़े'): 0.32736223209083876, ('children', 'बड़े'): 0.32736223209083876, ('absolutely', 'बड़े'): 0.32736223209083876, ('else', 'चाहिए'): 0.44824011178851814, ('needed', 'चाहिए'): 0.44824011178851814, ('snacks', 'नाश्ता'): 0.47828509328945296, ('everything', 'नाश्ता'): 0.47828509328945296, ('Entertainment', 'मनोरंजन'): 0.4999732692306176, ('everytime', 'मनोरंजन'): 0.4999732692306176, ('reaching', 'पहुँचकर'): 0.17756672118794428, ('entertainments', 'पहुँचकर'): 0.17756672118794428, ('ride', 'पहुँचकर'): 0.17756672118794428, ('underwater', 'पहुँचकर'): 0.17756672118794428, ('lunch', 'पहुँचकर'): 0.17756672118794428, ('airplanes', 'हवाईजहाजों'): 0.3212272723838374, ('toy', 'हवाईजहाजों'): 0.3212272723838374}\n"
     ]
    }
   ],
   "source": [
    "print(new_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 74
    },
    "colab_type": "code",
    "id": "9tZ8-31R32yB",
    "outputId": "1e23d535-2e6f-4fbc-ab59-11a15213804b"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['but', 'you', 'will', 'also', 'be', 'safe', 'from', 'eye', 'diseases', 'The', 'chairperson', 'of', 'the', 'Department', 'Ophthalmology', 'Liverpool', 'University', 'Dr', '.', 'Ian', 'Greerson', 'says', 'Common', 'blindness', 'causing', 'like', 'cataract', 'and', 'glaucoma', 'can', 'prevented', 'by', 'increasing', 'amount', 'vitamin-C', 'omega-3', 'oils', 'some', 'special', 'plants', 'in', 'diet', 'So', 'let', 'us', 'know', 'how', 'your', 'should', 'to', 'keep', 'eyes', 'healthy', 'You', 'include', 'green', 'vegetables', 'sharp', 'Eating', 'spinach', ',', 'broccoli', 'germinated', 'grains', 'may', 'beneficial', 'this', 'regard', 'There', 'are', 'two', 'important', 'elements', 'lutein', 'zeaxanthin', 'which', 'responsible', 'vision', 'This', 'has', 'been', 'testified', 'six-year', 'study', 'American', 'National', 'Eye', 'Institute', 'that', 'element', 'saves', 'old', 'people', 'Therefore', 'everybody', 'eat', 'hundred', 'grams', 'form', 'salad', 'must', 'or', 'three', 'eggs', 'daily', 'breakfast', 'Bilberry', 'blackberry', 'anthocyanin', 'It', 'is', 'found', 'research', 'it', 'strengthens', 'cell', 'brings', 'blood', 'nutritious', 'into', 'That', 'why', 'bilberry', 'with', 'fruit', 'no', 'better', 'solution', 'fish', 'for', 'keeping', 'if', 'a', 'non-vegetarian', 'By', 'eating', 'not', 'only', 'skin', 'hair', 'brain', 'remain', 'sharpen', 'Omega-3', 'fat', 'decreases', 'danger', 'weak', 'age', 'Not', 'dry', 'syndrome', 'stated', 'another', 'women', 'suffering', 'ophthalmic', 'problems', 'such', 'as', 'decrease', 'problem', 'up', '68', 'percent', 'tuna', 'use', 'fruits', 'etcetera', 'Indian', 'cuisines', 'continuing', 'centuries', 'But', 'do', 'all', 'almond', 'cashew', 'nut', 'walnut', 'raisins', 'very', 'besides', 'being', 'Plenty', 'vitamin-B', 'these', 'many', 'kind', 'other', 'protect', 'harms', 'ultraviolet', 'rays', 'Start', 'pieces', 'sweets', 'at', 'time', 'meals', 'Whether', 'about', 'dropping', 'weight', 'care', 'advice', 'fresh', 'given', 'cases', 'left', 'decreased', 'great', 'extent', 'taking', 'rich', 'Including', 'vegetable', 'meal', 'enough', 'maintain', 'things', 'save', 'getting', 'weakened', 'Besides', 'drinking', 'milk', 'carrot', 'proved', 'Taking', 'vitamin-A', 'helpful', 'A', 'little', 'taken', 'put', 'new', 'life', 'Paralysis', 'controlled', 'yoga', '-', 'when', 'generally', 'functionalism', 'dynamism', 'muscles', 'pulse', 'right', 'side', 'body', 'go', 'less', 'end', 'said', 'paralysis', 'limited', 'half', 'whole', 'till', 'face', 'main', 'reason', 'high', 'pressure', 'clotting', 'situation', 'extreme', 'happiness', 'sorrow', 'etc', 'yogic', 'exercise', 'disease', 'overcome', 'surely', 'Although', 'solves', 'permanently', 'takes', 'tough', 'medicines', 'beginning', 'exercises', 'done', 'along', 'Here', 'diagnosis', 'presented', 'light', 'practiced', 'lying', 'down', 'After', 'improves', 'add', 'Pavanmuktasana', 'Vajrasana', 'Shashankasana', 'Makarasana', 'practice', 'What', 'onikomysis', 'Add', 'Suptvajrasana', 'Trikonasana', 'Uttanpadasana', 'Gomukhasana', 'Ardhmatsyendrasana', 'method', 'Janushirasana', 'sit', 'stretching', 'both', 'legs', 'forward', 'Bending', 'leg', 'knee', 'touch', 'its', 'sole', 'heel', 'below', 'genitals', 'Bringing', 'hands', 'forefoot', 'bend', 'so', 'much', 'head', 'touches', 'ground', 'Staying', 'position', 'comfortable', 'period', 'come', 'back', 'previous', 'state', 'Do', 'same', 'patients', 'sciatica', 'slip', 'disk', 'avoid', 'Narishodhan', 'ujjayi', 'pranayam', 'play', 'role', 'panacea', 'make', 'central', 'nervous', 'system', 'functional', 'balance', 'function', 'under', 'eligible', 'guide', 'according', 'capacity', 'without', 'kumbhak', 'holding', 'breath', 'Yoganidra', 'cause', 'mental', 'tension', 'sentimental', 'imbalance', 'Meditation', 'best', 'way', 'free', 'mind', 'worries', 'sorrows', 'pains', 'grief', 'fears', 'ten', 'twenty', 'minutes', 'Eat', 'simple', 'easily', 'digestible', 'food', 'bread', 'braned', 'flour', 'rice', 'porridge', 'lentil', 'take', 'Avoid', 'heavy', 'hard', 'digest', 'tea', 'coffee', 'tobacco', 'intoxicating', 'exciting', 'citrus', 'item', 'Apply', 'oil', 'nostrils', 'nose', 'Rub', 'top', 'bottom', 'furred', 'towel', 'after', 'bathing', 'Use', 'warm', 'water', 'rising', 'interference', 'technology', 'day-to-day', 'made', 'luxurious', 'Though', 'become', 'easy', 'mobile', 'phone', 'internet', 'Why', 'would', 'anyone', 'want', 'bother', 'his', 'piece', 'information', 'secret', 'just', 'click', 'away', 'later', 'habits', 'have', 'lethal', 'impact', 'specially', 'on', 'remember', 'more', 'capable', 'Brain', 'works', 'fundamental', 'If', 'common', 'work', 'different', 'then', 'those', 'parts', 'was', 'used', 'earlier', 'start', 'becoming', 'active', 'Changing', 'clothes', 'while', 'closed', 'learning', 'subject', 'game', 'Adopting', 'methods', 'switching', 'electricity', 'hand', 'instead', 'we', 'open', 'windows', 'thing', 'remembered', 'long', 'attention', 'paid', 'Read', 'attentively', 'whatever', 'before', 'going', 'concentrate', 'eight', 'seconds', 'See', 'Everybody', 'own', 'learn', 'anything', 'Some', 'visual', 'learners', 'These', 'who', 'something', 'watching', 'reading', 'At', 'audio', 'learner', 'listening', 'Which', 'convenient', 'Identify', 'May', 'read', 'aloud', 'try', 'poem', 'Make', 'habit', 'relating', 'color', 'smell', 'taste', 'Try', 'an', 'any', 'through', 'words', 'pictures', 'Remembering', 'chart', 'short', 'prove', 'kept', 'sharpened', 'adopting', 'good', 'gets', 'oxygen', 'regular', 'losing', 'memory', 'Along', 'chemical', 'agents', 'oozes', 'cells', 'destroyed', 'Tension', 'does', 'With', 'hormone', 'cortisol', 'hippocampus', 'seriously', 'remains', 'having', 'sleep', 'incomplete', 'there', 'tiredness', 'day', 'becomes', 'difficult', 'smoking', 'cigarette', 'arteries', 'bringing', 'shrinking', 'starts', 'weakening', 'plenty', 'health', 'Memory', 'vitamin', 'B', 'B-12', 'B-6', 'items', 'folic', 'acid', 'strawberry', 'juicy', 'watermelon', 'soybean', 'They', 'destroy', 'homocysteine', 'nerves', 'help', 'making', 'red', 'corpuscles', 'Vitamin', 'E', 'antioxidants', 'tomato', 'green-tea', 'sweet', 'potato', 'increase', 'flow', 'activeness', 'increases', 'sharpens', 'H', 'stands', '`', 'Human', 'Immuno-deficiency', 'Virus', \"'\", 'attacks', 'immune', 'Immune', 'arrangement', 'our', 'infection', 'identifies', 'disease-carrier', 'external', 'invaders', 'virus', 'bacteria', 'kills', 'them', 'CD-4', 'destroys', 'happens', 'person', 'infected', 'entering', 'HIV', 'number', 'fast', 'reproducing', 'during', 'viruses', 'born', 'get', 'divided', 'division', 'enter', 'blood-circulation', 'process', 'repeated', 'again', 'most', 'thus', 'tested', 'test', 'available', 'public', 'centres', 'following', 'consequences', 'show', 'caught', 'AIDS', 'falling', 'ill', 'continuously', 'goes', 'lessened', 'contractions', 'catch', 'oppose', 'living', 'Join', 'travel', 'nation', 'against', 'Community', 'Service', 'Centre', 'unaffected', 'persons', 'full', 'assisted', 'member', 'affected', 'family', 'live', 'dignified', 'complete', 'Generally', 'pap', 'developing', 'girls', '15', 'years', 'Today', 'one', 'small', 'hole', 'sufficient', 'remove', 'several', 'abdomen', 'chest', 'known', 'Laparoscopic', 'surgery', 'key', 'button', 'To', 'extract', 'gall', 'bladder', 'stone', 'emerged', 'appendix', 'case', 'swelling', 'ward', 'off', 'peptic', 'ulcer', 'repair', 'hiatus', 'hernia', 'For', 'treatment', 'inguinal', 'Apart', 'internal', 'cured', 'example', 'cancer', '-LRB-', 'abdominal', '-RRB-', 'liver', 'related', 'intestine', 'In', 'comparison', 'traditional', 'surgical', 'operation', 'advantages', 'patient', 'faces', 'pain', 'need', 'stay', 'hospital', 'days', 'due', 'stitches', 'applied', 'possibility', 'hurting', 'components', 'Because', 'scene', 'seen', 'expanded', 'screen', 'television', 'clearer', 'directly', 'four', 'holes', 'wounds', 'ripened', 'stays', 'bed', 'week', 'they', 'might', 'complexities', 'pneumonia', 'vessels', 'possibilities', 'negligible', 'laparoscopy', 'double', 'Patients', 'administered', 'anesthetic', 'medicine', 'Key', 'revolutionary', 'invention', 'field', 'benefited', 'strength', 'humans', 'fight', 'called', 'power', 'totally', 'languishes', 'ends', 'yet', 'avoided', 'completely', 'first', 'India', '1986', 'From', '2002', 'forty', 'five', 'lacs', 'spreads', 'unprotected', 'sex', 'relations', 'administering', 'unboiled', 'needle', 'mother', 'her', 'issues', 'spread', 'touching', 'mutual', 'interaction', 'staying', 'together', 'wearing', 'each-other', \"'s\", 'using', 'bathroom', 'gradually', 'Fever', 'diarrhoea', 'stop', 'blisters', 'mouth', 'cure', 'affect', 'Tuberculosis', 'encircle', 'Hundreds', 'creatures', 'see', 'microscope', 'symptoms', 'showing', 'give', 'inkling', 'Details', 'Frequent', 'fever', 'month', 'loose', 'motion', 'cough', 'Sudden', '10', 'Wounds', 'Emergence', 'frequent', 'freckles', 'Increment', 'lymph', 'nodes', 'size', 'than', 'place', 'Cyst', 'breasts', 'Prevention', 'propagation', 'Adopt', 'lifestyle', 'drugs', 'Body-brain', 'happy', 'Pay', 'bodily', 'cleanliness', 'Maintain', 'Separating', 'treating', 'offence', 'necessary', 'secrecy', 'suggestions', 'their', 'members', 'discrimination', 'equal', 'doctor', 'contagious', 'Infected', 'normal', 'Discrimination', 'unjust', 'indicator', 'unawareness', 'Treatment', 'office', 'home', 'among', 'friends', 'prevalence', 'rate', '1', 'bring', '0', 'Programme', 'Control', 'Blindness', 'started', 'Government', '55', 'Under', 'Nation', 'blind', 'Special', 'quality', 'district', 'hospitals', 'base', 'converted', 'Microscopic', 'Centres', 'program', '14', 'school', 'students', 'run', 'campaign', 'educational', 'session', 'reduce', 'poor', 'distributed', 'glasses', 'cost', 'Active', 'governmental', 'non-governmental', 'voluntary', 'organizations', 'Test', 'staffs', 'department', 'trained', 'levels', 'Among', 'chief', 'reasons', '19', 'black', '4', 'corneal', 'pathology', '7', 'others', 'pure', 'lens', 'capsule', 'dim', 'milky', 'reach', 'inside', 'identifying', 'doctors', 'helpers', 'perform', 'screening', 'operated', 'eye-surgeon', 'well', 'maintained', 'Spectacles', '6', 'weeks', 'Camping', 'government', 'non-government', 'comprehensive', 'District', 'Committees', 'On', 'moving', 'ahead', 'downwards', 'Gangamaya', 'sorrounded', 'mountains', 'magic', 'waterfalls', 'between', 'rocks', 'worth', 'seeing', 'We', 'rock', 'gardens', 'magnificent', 'empire', 'stones', 'here', 'magical', 'world', 'Ganga', 'maya', 'ornate', 'Both', 'places', 'placed', 'low', 'Darjeeling', 'car', 'saw', 'Batusiya', 'loop', 'wit', 'binoculars', 'mountain', 'city', 'mood', 'weather', 'clean', 'uptill', 'now', 'soon', 'reached', 'monastery', \"n't\", 'where', 'did', 'mass', 'cloud', 'itself', 'begin', 'shower', 'Plan', 'shop', 'strolling', 'mallroad', 'Tou', 'trains', 'enhance', 'journey', 'tour', 'Dhooma', 'dn', 'Dhoom', 'attraction', 'tourists', 'Boating', 'Mirik', 'lake', 'break', 'garden', 'route', 'Pasupathinath', 'temple', 'sweaters', 'ets', 'Napelese', 'artisans', 'Thee', 'Kalimpong', 'appearnebce', 'greenery', 'estates', 'commuting', 'forests', 'popular', 'tourist', 'spot', 'Lava', 'Lolegaon', 'filled', 'rapids', 'lack', 'could', 'had', 'Kolkata', 'roam', 'around', 'shadow', 'coolness', 'siligudi', 'tied', 'me', 'themselves', 'mine', 'recently', 'interesting', 'thrilling', 'neither', 'foreign', 'nor', 'outside', 'Rajasthan', 'near', 'Jaipur', 'Tourism', 'sometimes', 'pull', 'towards', 'ship', 'royal', 'train', 'pink', 'palace', 'Udaipur', 'allured', 'I', 'am', 'talk', 'prepared', 'ago', 'preparation', 'actually', 'brough', 'bliss', 'forest', 'my', 'ears', 'Ram', 'Babu', 'Meena', 'echo', ':', 'Saahiba', 'befor', 'ethis', 'even', 'think', 'thisin', 'Fifty', 'staff', 'area', 'Suddenly', 'felt', 'heritage', 'hotel', 'Ajabgadh', 'resident', 'Raambabu', 'unique', 'aman', 'Bagh', 'style', 'He', 'moulded', 'Sahiba', 'Aman', 'nobody', 'calls', 'English', 'address', 'Baag', 'real', 'getaway', 'peace', 'calm', 'comforts', 'facilities', 'history', 'point', 'introduces', 'nearby', 'areas', 'ones', 'spending', 'holidays', 'visited', 'Bhaangadh', 'ghosts', 'far', 'Jaipurites', 'perhaps', 'spent', 'night', 'opening', 'big', 'personas', 'abroad', 'Shabana', 'Azmi', 'heart', 'matter', 'she', 'herself', 'suddenly', 'feast', 'guest', 'spend', 'fantastic', 'holiday', 'sure', 'seven', 'kings', 'Alwar', 'camp', 'hunting', 'construction', 'nineteen', 'Its', 'wall', 'witness', 'glimpse', 'bagh', 'surrounded', 'dense', 'trees', 'allure', 'moment', 'welcomed', 'appears', 'divine', 'binding', 'mauli', 'wrist', 'mantra', 'mangalachar', 'chanted', 'sunset', 'round', 'My', 'host', 'Jackie', 'decorator', 'uttered', 'Everything', 'inspired', 'forts', 'palaces', 'Themost', 'beautiful', 'lighting', 'artisitc', 'surprising', 'received', 'award', 'Manager', 'fixed', 'morning', 'First', 'walk', 'Jeep', 'While', 'walking', 'narrow', 'road', 'fort', 'sun', 'were', 'spreading', 'Saw', 'farmers', 'farming', 'year', 'rain', 'Such', 'village', 'wonderful', 'experience', 'Early', 'Holland', 'sitting', 'deep', 'meditation', 'million', 'dollar', 'priceless', 'Bag', 'bidding', 'farewell', 'bid', 'jaggery', 'curd', 'Now', 'understood', 'over', 'heard', 'packages', 'organized', 'tribal', 'Is', 'Woithout', 'doubt', 'nationsand', 'interest', 'usually', 'Lodging', 'alo', 'included', 'attempt', 'explore', 'development', 'cinsiderable', 'effect', 'nature', 'sites', 'present', 'serving', 'cuisine', 'Actually', 'motive', 'tours', 'ways', 'traditions', 'looks', 'thinking', 'provide', 'joy', 'bus', 'enjoy', 'roaming', 'alone', 'despite', 'lot', 'disturbing', 'favorite', 'book', 'Yes', 'giving', 'expense', 'comfort', 'demand', 'patience', 'out', 'points', 'destination', 'Before', 'buying', 'ticket', 'search', 'deal', 'Students', 'senior', 'ministry', 'kids', 'discount', 'Buying', 'advance', 'cheaper', 'plan', 'early', 'planning', 'last', 'moments', 'Instead', 'trip', 'enquire', 'inexpensive', 'Rules', 'strict', 'regarding', 'baggage', 'luggage', 'happen', 'terminal', 'extra', 'fee', 'Also', 'rules', 'insurance', 'loss', 'coverage', 'company', 'Carry', 'bags', 'fit', 'racks', 'above', 'seat', 'changing', 'responsibility', 'whre', 'hour', 'During', 'busy', 'season', 'options', 'Mind', 'chosing', 'bumps', 'front', 'toilet', 'frequently', 'corner', 'distrubed', 'window', 'craftiness', 'looking', 'capturing', 'bag', 'second', 'crowd', 'successful', 'facility', 'washroom', 'because', 'Establish', 'familiarity', 'driver', 'conductor', 'cleaning', 'everyone', 'asked', 'leave', 'stuff', 'officials', 'Wherever', 'stops', 'thenn', 'passanger', 'wait', 'Europe', 'Rome', 'nothing', 'Italy', 'capital', 'ancient', 'famous', 'cities', 'civilizations', 'took', 'print', 'visible', 'western', 'civilization', 'settled', 'Tiber', 'river', 'pilgrimage', 'followers', 'Roman', 'Catholic', 'religion', 'residence', 'Pope', 'Ancient', 'hills', 'fourteenth', 'century', 'Cervial', 'ruins', 'today', 'worldwide', 'monuments', 'grand', 'church', 'fountain', 'dome', 'museums', 'posess', 'hypnotising', 'glance', 'Devoted', 'ruler', 'Victor', 'Emanual', 'II', 'huge', 'unparalalled', 'monument', 'white', 'marbel', 'began', 'constructed', '1885', 'completed', '1911', 'IN', 'statue', 'built', 'emperor', 'Emanuel', 'riding', 'horse', '20', 'unknown', 'soldiers', 'martyered', 'World', 'War', 'burried', 'carving', 'memorial', 'victory', 'signs', 'museum', 'artefacts', 'look', 'Beside', 'enitre', 'chowk', 'Piazza', 'Venezia', 'Built', 'middle', 'Vijay', 'Chowk', 'Delhi', 'di', 'Spagna', 'meet', 'each', 'evenings', 'enjoying', 'Via', 'del', 'Corso', 'Huge', 'shops', 'grandeur', 'noting', 'wobderful', 'Capitoline', 'hill', 'situated', 'height', 'Famous', 'sculptor', 'Michelangelo', 'stairs', 'climb', '1536', 'brass', 'Marcus', 'Oraleous', 'ruled', '160', '180', 'surprise', 'tower', 'identity', 'complex', 'symbol', 'Colloseum', 'arena', '80', '50', 'thousand', 'audience', 'coloseum', 'Galdiaters', 'mean', 'fencers', 'display', 'performance', 'fact', 'compete', 'wild', 'animals', 'rendering', 'fights', 'continue', 'fighters', 'die', 'Theere', 'forum', 'Lets', 'move', 'telling', 'meeting', 'Forum', 'All', 'social', 'religious', 'economic', 'political', 'activities', 'romanum', 'temples', 'pillars', 'No', 'estimate', 'beauty', 'Pantheon', 'wondoreous', '27', 'wide', '30', 'feet', 'Due', 'devotees', 'feel', 'prayerrs', 'reching', 'Gods', 'Inside', 'sides', 'idols', 'Godesses', '601', 'AD', 'tehre', 'Villa', 'Borges', 'unparalleled', 'forget', 'missing', 'lose', 'oppurtunity', 'coming', 'art', 'lively', 'ebgint', 'o', 'speak', 'reclining', 'Paulin', 'sister', 'Napolean', 'married', 'Borgis', 'able', 'continously', 'Themain', 'attractions', 'fountains', 'almost', '300', 'buildings', 'Treva', 'belief', 'someone', 'throw', 'coin', 'wish', 'believed', 'doing', 'desire', 'fulfilled', 'Vatican', 'Since', 'sixth', 'residential', 'supreme', 'leader', 'catholic', '1926', 'onwards', 'status', 'independent', 'St', 'Peter', 'Saint', 'Square', 'remembring', 'always', 'Gujarat', 'abutting', 'coast', 'Goa', 'marvellous', 'visit', 'golden', 'historical', 'witnesses', 'granduer', 'Peshwa', 'Pune', 'sabarmati', 'ashram', 'Ahmadabad', 'mukti', 'andolan', 'land', 'multicoloured', 'culture', 'non', 'violence', 'movement', 'Mahatma', 'Gandhi', 'Journey', 'Dandi', 'Sabarmati', 'Ashram', 'industrial', 'education', 'center', 'Popular', 'gujarati', 'cultural', 'values', 'abundance', 'shopping', 'shine', 'colorful', 'events', 'Makar', 'Sakranti', 'Navaratri', 'Situated', 'behind', 'Himalaya', 'Mall', 'equipped', 'ambience', 'ultra', 'modern', 'Ginger', 'air', 'conditioned', 'romms', 'yours', 'memorable', 'spots', 'Science', 'Akshardham', 'replica', 'Vaishno', 'devi', 'Vadodra', 'drive', 'expressway', 'highway', 'Baroda', 'cosmopolitan', 'tradition', 'restaurant', 'Buffet', 'Junction', 'Fatehganj', 'filling', 'laced', 'confluence', 'business', 'parks', 'Maharaja', 'Sayaji', 'Rao', 'Surat', 'diamond', 'jewels', 'local', 'objects', 'opened', 'Where', 'multicolor', 'Maharashtra', 'diversity', 'various', 'beaches', 'thick', 'historic', 'Nasik', 'bank', 'Godavari', 'Sita', 'Lakshman', 'exile', 'Places', 'Ramayan', 'Panchvati', 'cave', 'Ramkund', 'major', 'Shirdi', 'Sai', 'Baba', 'Trimbkeshwar', 'Vipashyana', 'Nandur', 'Madhmeshwar', 'bird', 'sanctuary', 'connected', 'Shaniwar', 'Vadaa', 'Osho', 'God', 'Rajneesh', 'stayed', 'rulers', 'hotels', 'Pimpri', 'Wakad', 'named', 'Vakaad', 'Bengaluru', 'neighbor', 'sea', 'shores', 'sports', 'heaven', 'churches', 'era', 'Panjim', 'makes', 'excellent', 'Whileenjoying', 'cycling', 'cruise', 'cool', 'oceanic', 'winds', 'Goan', 'fully', 'option', 'date', 'Maldive', 'return', 'fare', '28', 'rupees', 'per', 'halt', 'Malè', 'rent', 'Maldives', 'island', 'pocket', 'willprove', 'Sea', 'profitable', 'December', 'Louis', 'begun', 'Cochhi', 'Colombo', 'European', 'industry', 'Lui', 'postponed', 'services', 'hope', 'resuming', 'October', 'plane', 'MV', 'Aquamarine', 'minimum', 'Rs', '5850', 'means', 'fair', '18', 'elders', 'children', 'absolutely', 'else', 'needed', 'snacks', 'everything', 'Entertainment', 'everytime', 'reaching', 'entertainments', 'ride', 'underwater', 'lunch', 'airplanes', 'toy']\n"
     ]
    }
   ],
   "source": [
    "print(words)"
   ]
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