{"cells":[{"cell_type":"code","execution_count":1,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":126645,"status":"ok","timestamp":1682171591183,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"pFXwuw2YtOWN","outputId":"71c63f1a-c3a7-47dc-8ebb-d56bdc03dcae"},"outputs":[{"name":"stdout","output_type":"stream","text":["Mounted at /content/drive\n"]}],"source":["from google.colab import drive\n","drive.mount('/content/drive')"]},{"cell_type":"code","execution_count":2,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":28,"status":"ok","timestamp":1682171591185,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"ezUTMea6Dd-S","outputId":"b81ccefc-af44-44d7-84ab-202b60362396"},"outputs":[{"name":"stdout","output_type":"stream","text":["/content/drive/MyDrive\n"]}],"source":["cd drive/MyDrive"]},{"cell_type":"code","execution_count":3,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":16,"status":"ok","timestamp":1682171591186,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"B8pDlU1gDjgx","outputId":"60915b30-0d7d-4467-c8a0-baa62a1f982b"},"outputs":[{"name":"stdout","output_type":"stream","text":["/content/drive/MyDrive/challenging-america-word-gap-prediction\n"]}],"source":["cd challenging-america-word-gap-prediction/"]},{"cell_type":"code","execution_count":4,"metadata":{"executionInfo":{"elapsed":507,"status":"ok","timestamp":1682171591683,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"ZXkygn2uDmRL"},"outputs":[],"source":["import pandas as pd"]},{"cell_type":"code","execution_count":5,"metadata":{"executionInfo":{"elapsed":11651,"status":"ok","timestamp":1682171603327,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"ynVR7uWXDqyV"},"outputs":[],"source":["cleaned = pd.read_csv(\"cleaned.csv\", sep=\",\", on_bad_lines='skip', encoding=\"utf-8\")"]},{"cell_type":"code","execution_count":6,"metadata":{"executionInfo":{"elapsed":26,"status":"ok","timestamp":1682171603329,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"0Fe6NoQ_HMCp"},"outputs":[],"source":["import numpy as np\n","cleaned.fillna('', inplace=True)"]},{"cell_type":"code","execution_count":7,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":423},"executionInfo":{"elapsed":24,"status":"ok","timestamp":1682171603330,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"ia6-CxAvDwOi","outputId":"f2a51ecb-bedc-4df1-b532-49e0936628ff"},"outputs":[{"data":{"text/html":["\n","  \u003cdiv id=\"df-82c3cc50-4beb-45d3-acfc-ce9ad7215e74\"\u003e\n","    \u003cdiv 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unimpbovd relnjsiatf on the no...\n","...                                                   ...\n","428512                                                   \n","428513                                                   \n","428514                                                   \n","428515                                                   \n","428516                                                   \n","\n","[428517 rows x 1 columns]"]},"execution_count":7,"metadata":{},"output_type":"execute_result"}],"source":["cleaned"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"jmmyFTZeED4E"},"outputs":[],"source":["import collections\n","queue = collections.deque(maxlen=3)"]},{"cell_type":"code","execution_count":18,"metadata":{"executionInfo":{"elapsed":3769,"status":"ok","timestamp":1682172191624,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"FBwzYFxyRie8"},"outputs":[],"source":["cleaned = list(cleaned['col1'])"]},{"cell_type":"code","execution_count":8,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":809,"status":"ok","timestamp":1682171604131,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"w-xqsBl4Ee25","outputId":"db44ab2e-8364-4ec5-f5e9-e525bf752ced"},"outputs":[{"name":"stderr","output_type":"stream","text":["[nltk_data] Downloading package punkt to /root/nltk_data...\n","[nltk_data]   Unzipping tokenizers/punkt.zip.\n"]},{"data":{"text/plain":["True"]},"execution_count":8,"metadata":{},"output_type":"execute_result"}],"source":["import nltk\n","nltk.download('punkt')"]},{"cell_type":"code","execution_count":10,"metadata":{"executionInfo":{"elapsed":1984,"status":"ok","timestamp":1682171802671,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"z4n4_Pc3P7_Q"},"outputs":[],"source":["from nltk import bigrams\n","from nltk import trigrams\n","from nltk.util import ngrams\n"]},{"cell_type":"code","execution_count":11,"metadata":{"colab":{"background_save":true},"executionInfo":{"elapsed":1022,"status":"ok","timestamp":1682171942844,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"2SL1hj3JQKmz"},"outputs":[{"ename":"TypeError","evalue":"ignored","output_type":"error","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m\u003cipython-input-21-6fb4602f36a3\u003e\u001b[0m in \u001b[0;36m\u003ccell line: 1\u003e\u001b[0;34m()\u001b[0m\n\u001b[0;32m----\u003e 1\u001b[0;31m \u001b[0mterms_bigrams\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbigrams\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mentry\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mentry\u001b[0m \u001b[0;32min\u001b[0m \u001b[0ml\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;32m\u003cipython-input-21-6fb4602f36a3\u003e\u001b[0m in \u001b[0;36m\u003clistcomp\u003e\u001b[0;34m(.0)\u001b[0m\n\u001b[0;32m----\u003e 1\u001b[0;31m \u001b[0mterms_bigrams\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mlist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbigrams\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mentry\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mentry\u001b[0m \u001b[0;32min\u001b[0m \u001b[0ml\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mTypeError\u001b[0m: 'list' object is not callable"]}],"source":["terms_bigrams = [list(bigrams(entry)) for entry in cleaned]"]},{"cell_type":"code","execution_count":13,"metadata":{"executionInfo":{"elapsed":2,"status":"ok","timestamp":1682171979843,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"IBU2MGPnQ1D_"},"outputs":[],"source":["import itertools"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"roOzM3ufRLvn"},"outputs":[],"source":["l = []\n","for line in cleaned:\n","    text = line\n","    tokens = word_tokenize(text)\n","    l.append(tokens)"]},{"cell_type":"code","execution_count":17,"metadata":{"colab":{"background_save":true,"base_uri":"https://localhost:8080/","output_embedded_package_id":"19ekrFeOfRtZCfIr28wtUP-rQ7S7yWS0K"},"executionInfo":{"elapsed":14346,"status":"ok","timestamp":1682172140360,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"bWgl_yHwRVcz","outputId":"89a46a90-1f41-4072-920c-b56e394ceb93"},"outputs":[],"source":["l"]},{"cell_type":"code","execution_count":14,"metadata":{"executionInfo":{"elapsed":2,"status":"ok","timestamp":1682171984761,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"_F2fdQNCQuCE"},"outputs":[],"source":["bigrams= list(itertools.chain(*terms_bigrams))"]},{"cell_type":"code","execution_count":15,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":3,"status":"ok","timestamp":1682171986872,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"FBZGXjyiQ0BU","outputId":"ecb3cc5d-3dec-4a78-d05c-0a36d9818ab3"},"outputs":[{"data":{"text/plain":["[('c', 'o'), ('o', 'l'), ('l', '1')]"]},"execution_count":15,"metadata":{},"output_type":"execute_result"}],"source":["bigrams"]},{"cell_type":"code","execution_count":9,"metadata":{"executionInfo":{"elapsed":15,"status":"ok","timestamp":1682171604136,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"-Ly2h9W9EGL9"},"outputs":[],"source":["from nltk import word_tokenize"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Q1tAFbGHEJ5z"},"outputs":[],"source":["cleaned = list(cleaned['col1'])"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":296,"status":"ok","timestamp":1682169150763,"user":{"displayName":"Martyna Drumińska","userId":"13361003509289187965"},"user_tz":-120},"id":"Y2ho8UG3EYZi","outputId":"e6e2d7d7-9c08-4918-aceb-689820ff1c60"},"outputs":[{"data":{"text/plain":["['came fiom the last place tothis place and this place is where wenwere this is the first road i evernwas on where you can ride elsewherenfrom anywhere and be nowherenhe says while this train stops everynwhere it never stops anywhere unnless its somewhere well i saysnim glad to hear that but accordning to your figures i left myselfnwhere   was which is five miles nearner to myself than i was when wenwere where we are nownwe have now reached slidellnthat a fine place the people down there remind me of bananasnthey come and go in bunches  ndell used to be noted for her toughnpeople now she is noted for bentough steaks well i certainly gotnone there when the waiter broughtnit in it was so small i thought itnwas a crack in the plate i skidnwaiter what else have you got +henbrought me in two codfish and onensmelt i said waiter have you gotnpigs feet he said no rheumatismnmakes me walk that way i saldnhow is the pumpkin pieliesaidnit all squash the best i could getnin that hotel was a soup sandwichnafter the table battle the waiter andni signed an armistice i then wentnover to the hotel clerk and asked forna room he said with or without anbed i said with a bed he saidni dont think i have a bed longnenough for you i said well illnaddtwo feettoitwhenigetinitnhe gave me a lovely room on thentop floor it was one of those roomsnthat stands on each side if younhappen to get up in the middle ofnthe night you want to be sure andnget up in the middle of the roomnthat night i dreamt i was eatingnflannel cakes when i woke up halfnof the blanket was gone i mustnhave got up on the wrong side of thenbed for next morning i had an awfulnheadache i told the manager aboutnit he said you have rheumaticnpains i said no i think it is onnof those attic room pains i nad tongetupat aminthemorningsonthey could use the sheet to set thenbreakfast table',\n"," 'mb boot political obeednattempt to imagine a piatt makingnsuch an address as that of elihu bootnto the now york legislature and younfcavo a measure of tho good fortunqnwhich baa at last come to tho empirqnstate of being represented in tho unitned states senate by a statesman atntho very outset mr boot declared forntho parcels post thereby giving noticento tho country that tho express compannies no longer own a senatorial scat acncredited to new york that seat willnfor ho next six years bo occupied by ansmaa who hag convictions of his ownnwho isigovemed by reasoned politicaln ideas who had grown so accustomed tonthink nationally that it is with somonmental eflort that he can bringhimselfninto a proper perspective with thosenminor senatorial duties such as tho fillning of offices which bulk   hugelynupon the horizons of tho flatts andntheir lit tho albany politicians wenare told tried to read between tho linesnfor evidence that they had among themna new organization leader somo one tonguide and direct their political machinnations and to settlo where tho goodnthings should go wo think they lisntened in vain what they heard werentimely reflections opon tho immediatenproblems of stato and national governnments mixed with excellent advice tonthe electorate on the duty of improvingnthe quality of tho stato legislaturesnit must have been something of a novnelty though possibly not wholly refreshlin gnto political thirst']"]},"execution_count":34,"metadata":{},"output_type":"execute_result"}],"source":["cleaned[:2]"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"rfxca0XHD_hC","outputId":"8145e711-6fbf-43da-d582-8037691d67c8"},"outputs":[{"name":"stdout","output_type":"stream","text":["queue:  deque(['', 'came'], maxlen=3)\n","vocab:  {'came'}\n","unigram:  {'came': 1}\n","item:  ('', 'came')\n","bigram:  {('', 'came'): 1}\n","queue:  deque(['', 'came', 'fiom'], maxlen=3)\n","vocab:  {'fiom', 'came'}\n","unigram:  {'came': 1, 'fiom': 1}\n","item:  ('', 'came')\n","bigram:  {('', 'came'): 2}\n","queue:  deque(['came', 'fiom', 'the'], maxlen=3)\n","vocab:  {'fiom', 'the', 'came'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1}\n","item:  ('came', 'fiom')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1}\n","queue:  deque(['fiom', 'the', 'last'], maxlen=3)\n","vocab:  {'fiom', 'the', 'last', 'came'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1}\n","item:  ('fiom', 'the')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1}\n","queue:  deque(['the', 'last', 'place'], maxlen=3)\n","vocab:  {'fiom', 'place', 'came', 'last', 'the'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 1}\n","item:  ('the', 'last')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1}\n","queue:  deque(['last', 'place', 'tothis'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'last', 'the'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 1, 'tothis': 1}\n","item:  ('last', 'place')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1}\n","queue:  deque(['place', 'tothis', 'place'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'last', 'the'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 2, 'tothis': 1}\n","item:  ('place', 'tothis')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1}\n","queue:  deque(['tothis', 'place', 'and'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'last', 'the', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 2, 'tothis': 1, 'and': 1}\n","item:  ('tothis', 'place')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1}\n","queue:  deque(['place', 'and', 'this'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'last', 'the', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 2, 'tothis': 1, 'and': 1, 'this': 1}\n","item:  ('place', 'and')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1}\n","queue:  deque(['and', 'this', 'place'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'last', 'the', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 1}\n","item:  ('and', 'this')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1}\n","queue:  deque(['this', 'place', 'is'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'is', 'last', 'the', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 1, 'is': 1}\n","item:  ('this', 'place')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1}\n","queue:  deque(['place', 'is', 'where'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'is', 'last', 'the', 'where', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 1, 'is': 1, 'where': 1}\n","item:  ('place', 'is')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1}\n","queue:  deque(['is', 'where', 'wenwere'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'is', 'last', 'wenwere', 'the', 'where', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 1, 'is': 1, 'where': 1, 'wenwere': 1}\n","item:  ('is', 'where')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1}\n","queue:  deque(['where', 'wenwere', 'this'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'is', 'last', 'wenwere', 'the', 'where', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 1, 'where': 1, 'wenwere': 1}\n","item:  ('where', 'wenwere')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1}\n","queue:  deque(['wenwere', 'this', 'is'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'is', 'last', 'wenwere', 'the', 'where', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 1, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 1, 'wenwere': 1}\n","item:  ('wenwere', 'this')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1}\n","queue:  deque(['this', 'is', 'the'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'is', 'last', 'wenwere', 'the', 'where', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 1, 'wenwere': 1}\n","item:  ('this', 'is')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1}\n","queue:  deque(['is', 'the', 'first'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'place', 'came', 'is', 'last', 'wenwere', 'the', 'where', 'first', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 1, 'wenwere': 1, 'first': 1}\n","item:  ('is', 'the')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1}\n","queue:  deque(['the', 'first', 'road'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'road', 'place', 'came', 'is', 'last', 'wenwere', 'the', 'where', 'first', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 1, 'wenwere': 1, 'first': 1, 'road': 1}\n","item:  ('the', 'first')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1}\n","queue:  deque(['first', 'road', 'i'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'road', 'place', 'came', 'is', 'last', 'wenwere', 'i', 'the', 'where', 'first', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 1, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1}\n","item:  ('first', 'road')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1}\n","queue:  deque(['road', 'i', 'evernwas'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'road', 'place', 'came', 'is', 'last', 'wenwere', 'i', 'the', 'where', 'first', 'evernwas', 'this', 'and'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 1, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1}\n","item:  ('road', 'i')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1}\n","queue:  deque(['i', 'evernwas', 'on'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'road', 'place', 'came', 'is', 'last', 'wenwere', 'i', 'the', 'where', 'first', 'evernwas', 'this', 'and', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 1, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1}\n","item:  ('i', 'evernwas')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1}\n","queue:  deque(['evernwas', 'on', 'where'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'road', 'place', 'came', 'is', 'last', 'wenwere', 'i', 'the', 'where', 'first', 'evernwas', 'this', 'and', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1}\n","item:  ('evernwas', 'on')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1}\n","queue:  deque(['on', 'where', 'you'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'road', 'place', 'came', 'is', 'last', 'wenwere', 'i', 'the', 'where', 'first', 'evernwas', 'you', 'this', 'and', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1}\n","item:  ('on', 'where')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1}\n","queue:  deque(['where', 'you', 'can'], maxlen=3)\n","vocab:  {'fiom', 'tothis', 'road', 'place', 'came', 'is', 'last', 'wenwere', 'i', 'the', 'where', 'can', 'first', 'evernwas', 'you', 'this', 'and', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1}\n","item:  ('where', 'you')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1}\n","queue:  deque(['you', 'can', 'ride'], maxlen=3)\n","vocab:  {'tothis', 'road', 'ride', 'you', 'evernwas', 'this', 'fiom', 'place', 'i', 'and', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'the', 'first', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1}\n","item:  ('you', 'can')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1}\n","queue:  deque(['can', 'ride', 'elsewherenfrom'], maxlen=3)\n","vocab:  {'tothis', 'road', 'ride', 'you', 'evernwas', 'this', 'fiom', 'place', 'i', 'and', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'the', 'first', 'elsewherenfrom', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1}\n","item:  ('can', 'ride')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1}\n","queue:  deque(['ride', 'elsewherenfrom', 'anywhere'], maxlen=3)\n","vocab:  {'tothis', 'road', 'ride', 'you', 'evernwas', 'this', 'fiom', 'place', 'i', 'and', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'anywhere', 'the', 'first', 'elsewherenfrom', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 1, 'this': 2, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 1}\n","item:  ('ride', 'elsewherenfrom')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1}\n","queue:  deque(['elsewherenfrom', 'anywhere', 'and'], maxlen=3)\n","vocab:  {'tothis', 'road', 'ride', 'you', 'evernwas', 'this', 'fiom', 'place', 'i', 'and', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'anywhere', 'the', 'first', 'elsewherenfrom', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 2, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 1}\n","item:  ('elsewherenfrom', 'anywhere')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1}\n","queue:  deque(['anywhere', 'and', 'be'], maxlen=3)\n","vocab:  {'tothis', 'road', 'ride', 'you', 'evernwas', 'this', 'fiom', 'place', 'i', 'and', 'be', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'anywhere', 'the', 'first', 'elsewherenfrom', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 2, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 1, 'be': 1}\n","item:  ('anywhere', 'and')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 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'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 1, 'be': 1, 'nowherenhe': 1, 'says': 1}\n","item:  ('be', 'nowherenhe')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1}\n","queue:  deque(['nowherenhe', 'says', 'while'], maxlen=3)\n","vocab:  {'tothis', 'road', 'ride', 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'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 1, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1}\n","item:  ('while', 'this')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1}\n","queue:  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'anywhere': 1, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 1, 'everynwhere': 1}\n","item:  ('train', 'stops')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1}\n","queue:  deque(['stops', 'everynwhere', 'it'], maxlen=3)\n","vocab:  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'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 1, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 1, 'everynwhere': 1, 'it': 1, 'never': 1}\n","item:  ('everynwhere', 'it')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1}\n","queue:  deque(['it', 'never', 'stops'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'it', 'you', 'evernwas', 'nowherenhe', 'this', 'fiom', 'place', 'i', 'and', 'be', 'never', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'anywhere', 'train', 'while', 'says', 'stops', 'the', 'first', 'elsewherenfrom', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 3, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 1, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1}\n","item:  ('it', 'never')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 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2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1}\n","item:  ('stops', 'anywhere')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1}\n","queue:  deque(['anywhere', 'unnless', 'its'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'it', 'you', 'evernwas', 'nowherenhe', 'this', 'fiom', 'place', 'its', 'i', 'and', 'be', 'never', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'anywhere', 'train', 'while', 'says', 'stops', 'the', 'first', 'elsewherenfrom', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 3, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1}\n","item:  ('anywhere', 'unnless')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, 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'anywhere', 'somewhere', 'train', 'while', 'says', 'stops', 'the', 'first', 'elsewherenfrom', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 3, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1}\n","item:  ('unnless', 'its')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 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'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 1, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1}\n","item:  ('its', 'somewhere')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1}\n","queue:  deque(['somewhere', 'well', 'i'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'it', 'you', 'evernwas', 'nowherenhe', 'this', 'fiom', 'place', 'its', 'well', 'i', 'and', 'be', 'never', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'anywhere', 'somewhere', 'train', 'while', 'says', 'stops', 'the', 'first', 'elsewherenfrom', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 3, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 2, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1}\n","item:  ('somewhere', 'well')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1}\n","queue:  deque(['well', 'i', 'saysnim'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'it', 'you', 'evernwas', 'nowherenhe', 'this', 'fiom', 'place', 'its', 'well', 'i', 'and', 'be', 'never', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'anywhere', 'somewhere', 'train', 'while', 'saysnim', 'says', 'stops', 'the', 'first', 'elsewherenfrom', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 3, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 2, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1}\n","item:  ('well', 'i')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1}\n","queue:  deque(['i', 'saysnim', 'glad'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'it', 'you', 'evernwas', 'nowherenhe', 'this', 'fiom', 'place', 'its', 'well', 'i', 'and', 'be', 'never', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'anywhere', 'somewhere', 'train', 'while', 'saysnim', 'says', 'stops', 'glad', 'the', 'first', 'elsewherenfrom', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 3, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 2, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1}\n","item:  ('i', 'saysnim')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1}\n","queue:  deque(['saysnim', 'glad', 'to'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'to', 'it', 'you', 'evernwas', 'nowherenhe', 'this', 'fiom', 'place', 'its', 'well', 'i', 'and', 'be', 'never', 'came', 'is', 'last', 'wenwere', 'can', 'where', 'anywhere', 'somewhere', 'train', 'while', 'saysnim', 'says', 'stops', 'glad', 'the', 'first', 'elsewherenfrom', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 3, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 2, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 1}\n","item:  ('saysnim', 'glad')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1}\n","queue:  deque(['glad', 'to', 'hear'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'to', 'it', 'you', 'evernwas', 'nowherenhe', 'this', 'fiom', 'place', 'its', 'well', 'i', 'and', 'be', 'never', 'came', 'is', 'hear', 'last', 'wenwere', 'can', 'where', 'anywhere', 'somewhere', 'train', 'while', 'saysnim', 'says', 'stops', 'glad', 'the', 'first', 'elsewherenfrom', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 2, 'last': 1, 'place': 3, 'tothis': 1, 'and': 2, 'this': 3, 'is': 2, 'where': 2, 'wenwere': 1, 'first': 1, 'road': 1, 'i': 2, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 1, 'hear': 1}\n","item:  ('glad', 'to')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 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1}\n","item:  ('people', 'down')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, 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maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'than', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'fiom', 'your', 'which', 'place', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'somewhere', 'train', 'while', 'saysnim', 'miles', 'when', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 2, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 3, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1}\n","item:  ('down', 'there')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1}\n","queue:  deque(['there', 'remind', 'me'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'than', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'fiom', 'your', 'which', 'place', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'somewhere', 'train', 'while', 'saysnim', 'miles', 'when', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 2, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 3, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1}\n","item:  ('there', 'remind')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1}\n","queue:  deque(['remind', 'me', 'of'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'than', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'fiom', 'your', 'which', 'place', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'of', 'somewhere', 'train', 'while', 'saysnim', 'miles', 'when', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 2, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 3, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1}\n","item:  ('remind', 'me')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1}\n","queue:  deque(['me', 'of', 'bananasnthey'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'bananasnthey', 'than', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'fiom', 'your', 'which', 'place', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'of', 'somewhere', 'train', 'while', 'saysnim', 'miles', 'when', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 2, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 3, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1}\n","item:  ('me', 'of')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1}\n","queue:  deque(['of', 'bananasnthey', 'come'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'come', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'bananasnthey', 'than', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'fiom', 'your', 'which', 'place', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'of', 'somewhere', 'train', 'while', 'saysnim', 'miles', 'when', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 2, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 3, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1}\n","item:  ('of', 'bananasnthey')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 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'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 3, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1}\n","item:  ('come', 'and')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 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'go', 'in'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'come', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'bananasnthey', 'than', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'in', 'fiom', 'your', 'which', 'place', 'go', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'of', 'somewhere', 'train', 'while', 'saysnim', 'miles', 'when', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 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('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 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'train', 'while', 'saysnim', 'miles', 'when', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 3, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1}\n","item:  ('in', 'bunches')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1}\n","queue:  deque(['bunches', 'ndell', 'used'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'come', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'bananasnthey', 'than', 'bunches', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'in', 'fiom', 'your', 'which', 'place', 'go', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'ndell', 'of', 'somewhere', 'train', 'while', 'saysnim', 'miles', 'when', 'used', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 3, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1}\n","item:  ('bunches', 'ndell')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1}\n","queue:  deque(['ndell', 'used', 'to'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'come', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'bananasnthey', 'than', 'bunches', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'in', 'fiom', 'your', 'which', 'place', 'go', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'ndell', 'of', 'somewhere', 'train', 'while', 'saysnim', 'miles', 'when', 'used', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 1, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1}\n","item:  ('ndell', 'used')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1}\n","queue:  deque(['used', 'to', 'be'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'come', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'bananasnthey', 'than', 'bunches', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'in', 'fiom', 'your', 'which', 'place', 'go', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'ndell', 'of', 'somewhere', 'train', 'while', 'saysnim', 'miles', 'when', 'used', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1}\n","item:  ('used', 'to')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1, ('used', 'to'): 1}\n","queue:  deque(['to', 'be', 'noted'], maxlen=3)\n","vocab:  {'tothis', 'road', 'everynwhere', 'come', 'ride', 'now', 'to', 'accordning', 'there', 'figures', 'bananasnthey', 'than', 'bunches', 'it', 'you', 'evernwas', 'nearner', 'nowherenhe', 'nownwe', 'this', 'in', 'fiom', 'your', 'which', 'place', 'go', 'its', 'well', 'remind', 'i', 'and', 'be', 'never', 'five', 'fine', 'down', 'left', 'came', 'is', 'have', 'hear', 'are', 'last', 'people', 'wenwere', 'was', 'can', 'a', 'where', 'anywhere', 'reached', 'slidellnthat', 'ndell', 'of', 'somewhere', 'noted', 'train', 'while', 'saysnim', 'miles', 'when', 'used', 'that', 'says', 'stops', 'myselfnwhere', 'glad', 'but', 'the', 'me', 'first', 'elsewherenfrom', 'myself', 'we', 'unnless', 'on'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 3, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 1, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 1}\n","item:  ('to', 'be')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 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deque(['now', 'she', 'is'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'fiom', 'remind', 'never', 'five', 'came', 'is', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'of', 'noted', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'i', 'and', 'down', 'left', 'people', 'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 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'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 1, 'her': 1, 'toughnpeople': 1, 'she': 1}\n","item:  ('she', 'is')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 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'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 1, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1}\n","item:  ('is', 'noted')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, 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('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1, ('used', 'to'): 1, ('to', 'be'): 1, ('be', 'noted'): 1, ('noted', 'for'): 1, ('for', 'her'): 1, ('her', 'toughnpeople'): 1, ('toughnpeople', 'now'): 1, ('now', 'she'): 1, ('she', 'is'): 1, ('is', 'noted'): 1}\n","queue:  deque(['noted', 'for', 'bentough'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'fiom', 'remind', 'never', 'five', 'came', 'is', 'was', 'a', 'where', 'slidellnthat', 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'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1}\n","item:  ('noted', 'for')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 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('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1, ('used', 'to'): 1, ('to', 'be'): 1, ('be', 'noted'): 1, ('noted', 'for'): 2, ('for', 'her'): 1, ('her', 'toughnpeople'): 1, ('toughnpeople', 'now'): 1, ('now', 'she'): 1, ('she', 'is'): 1, ('is', 'noted'): 1}\n","queue:  deque(['for', 'bentough', 'steaks'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 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'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1}\n","item:  ('for', 'bentough')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1, ('used', 'to'): 1, ('to', 'be'): 1, ('be', 'noted'): 1, ('noted', 'for'): 2, ('for', 'her'): 1, ('her', 'toughnpeople'): 1, ('toughnpeople', 'now'): 1, ('now', 'she'): 1, ('she', 'is'): 1, ('is', 'noted'): 1, ('for', 'bentough'): 1}\n","queue:  deque(['bentough', 'steaks', 'well'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'fiom', 'remind', 'never', 'five', 'came', 'is', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'of', 'noted', 'steaks', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'i', 'and', 'down', 'left', 'people', 'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 4, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1}\n","item:  ('bentough', 'steaks')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1, ('used', 'to'): 1, ('to', 'be'): 1, ('be', 'noted'): 1, ('noted', 'for'): 2, ('for', 'her'): 1, ('her', 'toughnpeople'): 1, ('toughnpeople', 'now'): 1, ('now', 'she'): 1, ('she', 'is'): 1, ('is', 'noted'): 1, ('for', 'bentough'): 1, ('bentough', 'steaks'): 1}\n","queue:  deque(['steaks', 'well', 'i'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'fiom', 'remind', 'never', 'five', 'came', 'is', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'of', 'noted', 'steaks', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'i', 'and', 'down', 'left', 'people', 'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 5, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1}\n","item:  ('steaks', 'well')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 1, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1, ('used', 'to'): 1, ('to', 'be'): 1, ('be', 'noted'): 1, ('noted', 'for'): 2, ('for', 'her'): 1, ('her', 'toughnpeople'): 1, ('toughnpeople', 'now'): 1, ('now', 'she'): 1, ('she', 'is'): 1, ('is', 'noted'): 1, ('for', 'bentough'): 1, ('bentough', 'steaks'): 1, ('steaks', 'well'): 1}\n","queue:  deque(['well', 'i', 'certainly'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'certainly', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'fiom', 'remind', 'never', 'five', 'came', 'is', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'of', 'noted', 'steaks', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'i', 'and', 'down', 'left', 'people', 'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 3, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 5, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 1, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 2, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 1, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 1, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1}\n","item:  ('well', 'i')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 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'come': 1, 'go': 1, 'in': 1, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1}\n","item:  ('certainly', 'gotnone')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 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maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'small', 'certainly', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'so', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'broughtnit', 'fiom', 'remind', 'never', 'five', 'came', 'is', 'gotnone', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'waiter', 'of', 'noted', 'steaks', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'i', 'and', 'down', 'left', 'people', 'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 4, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 6, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 2, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 1, 'broughtnit': 1, 'so': 1, 'small': 1}\n","item:  ('so', 'small')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 2, ('i', 'saysnim'): 1, 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'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 2, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 1, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1}\n","item:  ('small', 'i')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, 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1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1, ('used', 'to'): 1, ('to', 'be'): 1, ('be', 'noted'): 1, ('noted', 'for'): 2, ('for', 'her'): 1, ('her', 'toughnpeople'): 1, ('toughnpeople', 'now'): 1, ('now', 'she'): 1, ('she', 'is'): 1, ('is', 'noted'): 1, ('for', 'bentough'): 1, ('bentough', 'steaks'): 1, ('steaks', 'well'): 1, ('i', 'certainly'): 1, ('certainly', 'gotnone'): 1, ('gotnone', 'there'): 1, ('there', 'when'): 1, ('when', 'the'): 1, ('the', 'waiter'): 1, ('waiter', 'broughtnit'): 1, ('broughtnit', 'in'): 1, ('in', 'it'): 1, ('it', 'was'): 1, ('was', 'so'): 1, ('so', 'small'): 1, ('small', 'i'): 1}\n","queue:  deque(['i', 'thought', 'itnwas'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'small', 'certainly', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'so', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'broughtnit', 'fiom', 'thought', 'remind', 'never', 'five', 'came', 'is', 'gotnone', 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'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 1, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 2, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 1, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1}\n","item:  ('i', 'thought')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 2, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, 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('gotnone', 'there'): 1, ('there', 'when'): 1, ('when', 'the'): 1, ('the', 'waiter'): 1, ('waiter', 'broughtnit'): 1, ('broughtnit', 'in'): 1, ('in', 'it'): 1, ('it', 'was'): 1, ('was', 'so'): 1, ('so', 'small'): 1, ('small', 'i'): 1, ('i', 'thought'): 1}\n","queue:  deque(['thought', 'itnwas', 'a'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'small', 'certainly', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'so', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'broughtnit', 'fiom', 'thought', 'remind', 'never', 'five', 'came', 'is', 'gotnone', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'waiter', 'of', 'itnwas', 'noted', 'steaks', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'i', 'and', 'down', 'left', 'people', 'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 4, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 6, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 2, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 2, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 1, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1}\n","item:  ('thought', 'itnwas')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 2, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 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('was', 'so'): 1, ('so', 'small'): 1, ('small', 'i'): 1, ('i', 'thought'): 1, ('thought', 'itnwas'): 1}\n","queue:  deque(['itnwas', 'a', 'crack'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'small', 'certainly', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'crack', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'so', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'broughtnit', 'fiom', 'thought', 'remind', 'never', 'five', 'came', 'is', 'gotnone', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'waiter', 'of', 'itnwas', 'noted', 'steaks', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'i', 'and', 'down', 'left', 'people', 'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 4, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 6, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 2, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 2, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 1, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1}\n","item:  ('itnwas', 'a')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 2, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1, ('used', 'to'): 1, ('to', 'be'): 1, ('be', 'noted'): 1, ('noted', 'for'): 2, ('for', 'her'): 1, ('her', 'toughnpeople'): 1, ('toughnpeople', 'now'): 1, ('now', 'she'): 1, ('she', 'is'): 1, ('is', 'noted'): 1, ('for', 'bentough'): 1, ('bentough', 'steaks'): 1, ('steaks', 'well'): 1, ('i', 'certainly'): 1, ('certainly', 'gotnone'): 1, ('gotnone', 'there'): 1, ('there', 'when'): 1, ('when', 'the'): 1, ('the', 'waiter'): 1, ('waiter', 'broughtnit'): 1, ('broughtnit', 'in'): 1, ('in', 'it'): 1, ('it', 'was'): 1, ('was', 'so'): 1, ('so', 'small'): 1, ('small', 'i'): 1, ('i', 'thought'): 1, ('thought', 'itnwas'): 1, ('itnwas', 'a'): 1}\n","queue:  deque(['a', 'crack', 'in'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'small', 'certainly', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'crack', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'so', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'broughtnit', 'fiom', 'thought', 'remind', 'never', 'five', 'came', 'is', 'gotnone', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'waiter', 'of', 'itnwas', 'noted', 'steaks', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'i', 'and', 'down', 'left', 'people', 'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 4, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 6, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 2, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 3, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 1, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1}\n","item:  ('a', 'crack')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 1, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 'its'): 1, ('its', 'somewhere'): 1, ('somewhere', 'well'): 1, ('well', 'i'): 2, ('i', 'saysnim'): 1, ('saysnim', 'glad'): 1, ('glad', 'to'): 1, ('to', 'hear'): 1, ('hear', 'that'): 1, ('that', 'but'): 1, ('but', 'accordning'): 1, ('accordning', 'to'): 1, ('to', 'your'): 1, ('your', 'figures'): 1, ('figures', 'i'): 1, ('i', 'left'): 1, ('left', 'myselfnwhere'): 1, ('myselfnwhere', 'was'): 1, ('was', 'which'): 1, ('which', 'is'): 1, ('is', 'five'): 1, ('five', 'miles'): 1, ('miles', 'nearner'): 1, ('nearner', 'to'): 1, ('to', 'myself'): 1, ('myself', 'than'): 1, ('than', 'i'): 1, ('i', 'was'): 1, ('was', 'when'): 1, ('when', 'wenwere'): 1, ('wenwere', 'where'): 1, ('where', 'we'): 1, ('we', 'are'): 1, ('are', 'nownwe'): 1, ('nownwe', 'have'): 1, ('have', 'now'): 1, ('now', 'reached'): 1, ('reached', 'slidellnthat'): 1, ('slidellnthat', 'a'): 1, ('a', 'fine'): 1, ('fine', 'place'): 1, ('place', 'the'): 1, ('the', 'people'): 1, ('people', 'down'): 1, ('down', 'there'): 1, ('there', 'remind'): 1, ('remind', 'me'): 1, ('me', 'of'): 1, ('of', 'bananasnthey'): 1, ('bananasnthey', 'come'): 1, ('come', 'and'): 1, ('and', 'go'): 1, ('go', 'in'): 1, ('in', 'bunches'): 1, ('bunches', 'ndell'): 1, ('ndell', 'used'): 1, ('used', 'to'): 1, ('to', 'be'): 1, ('be', 'noted'): 1, ('noted', 'for'): 2, ('for', 'her'): 1, ('her', 'toughnpeople'): 1, ('toughnpeople', 'now'): 1, ('now', 'she'): 1, ('she', 'is'): 1, ('is', 'noted'): 1, ('for', 'bentough'): 1, ('bentough', 'steaks'): 1, ('steaks', 'well'): 1, ('i', 'certainly'): 1, ('certainly', 'gotnone'): 1, ('gotnone', 'there'): 1, ('there', 'when'): 1, ('when', 'the'): 1, ('the', 'waiter'): 1, ('waiter', 'broughtnit'): 1, ('broughtnit', 'in'): 1, ('in', 'it'): 1, ('it', 'was'): 1, ('was', 'so'): 1, ('so', 'small'): 1, ('small', 'i'): 1, ('i', 'thought'): 1, ('thought', 'itnwas'): 1, ('itnwas', 'a'): 1, ('a', 'crack'): 1}\n","queue:  deque(['crack', 'in', 'the'], maxlen=3)\n","vocab:  {'ride', 'there', 'bunches', 'this', 'small', 'certainly', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'crack', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'miles', 'when', 'bentough', 'so', 'she', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'in', 'broughtnit', 'fiom', 'thought', 'remind', 'never', 'five', 'came', 'is', 'gotnone', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'waiter', 'of', 'itnwas', 'noted', 'steaks', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'i', 'and', 'down', 'left', 'people', 'wenwere', 'saysnim', 'stops', 'myselfnwhere', 'but', 'first', 'elsewherenfrom'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 5, 'last': 1, 'place': 4, 'tothis': 1, 'and': 3, 'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 6, 'evernwas': 1, 'on': 1, 'you': 1, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 1, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 2, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 1, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 3, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 1, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1}\n","item:  ('crack', 'in')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 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'this': 3, 'is': 4, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 8, 'evernwas': 1, 'on': 1, 'you': 3, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 1, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 3, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 2, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 3, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 4, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 2, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 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'tothis': 1, 'and': 4, 'this': 3, 'is': 5, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 9, 'evernwas': 1, 'on': 1, 'you': 3, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 2, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 3, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 2, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 3, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 4, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 2, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1, 'plate': 1, 'skidnwaiter': 1, 'what': 1, 'else': 1, 'got': 1, '+henbrought': 1, 'two': 1, 'codfish': 1, 'onensmelt': 1, 'said': 2, 'gotnpigs': 1, 'feet': 1, 'he': 1, 'no': 1, 'rheumatismnmakes': 1, 'walk': 1, 'way': 1, 'saldnhow': 1, 'pumpkin': 1, 'pieliesaidnit': 1}\n","item:  ('the', 'pumpkin')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 2, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 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'pieliesaidnit', 'all'], maxlen=3)\n","vocab:  {'ride', 'saldnhow', 'there', 'bunches', 'this', 'small', 'certainly', 'rheumatismnmakes', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'crack', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'said', 'skidnwaiter', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'plate', 'miles', 'when', 'bentough', 'got', 'so', 'she', '+henbrought', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 'you', 'nearner', 'pieliesaidnit', 'in', 'broughtnit', 'fiom', 'onensmelt', 'thought', 'remind', 'walk', 'never', 'five', 'came', 'is', 'gotnone', 'was', 'a', 'where', 'slidellnthat', 'ndell', 'waiter', 'of', 'itnwas', 'noted', 'steaks', 'while', 'says', 'glad', 'toughnpeople', 'unnless', 'on', 'no', 'now', 'to', 'bananasnthey', 'than', 'nownwe', 'your', 'place', 'go', 'its', 'else', 'way', 'i', 'and', 'down', 'left', 'pumpkin', 'people', 'what', 'wenwere', 'he', 'all', 'saysnim', 'gotnpigs', 'feet', 'stops', 'myselfnwhere', 'but', 'codfish', 'first', 'elsewherenfrom', 'two'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 6, 'last': 1, 'place': 4, 'tothis': 1, 'and': 4, 'this': 3, 'is': 5, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 9, 'evernwas': 1, 'on': 1, 'you': 3, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 2, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 3, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 2, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 3, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 4, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 2, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1, 'plate': 1, 'skidnwaiter': 1, 'what': 1, 'else': 1, 'got': 1, '+henbrought': 1, 'two': 1, 'codfish': 1, 'onensmelt': 1, 'said': 2, 'gotnpigs': 1, 'feet': 1, 'he': 1, 'no': 1, 'rheumatismnmakes': 1, 'walk': 1, 'way': 1, 'saldnhow': 1, 'pumpkin': 1, 'pieliesaidnit': 1, 'all': 1}\n","item:  ('pumpkin', 'pieliesaidnit')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 2, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, 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'are': 1, 'nownwe': 1, 'have': 3, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 2, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 3, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 4, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 2, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1, 'plate': 1, 'skidnwaiter': 1, 'what': 1, 'else': 1, 'got': 1, '+henbrought': 1, 'two': 1, 'codfish': 1, 'onensmelt': 1, 'said': 2, 'gotnpigs': 1, 'feet': 1, 'he': 1, 'no': 1, 'rheumatismnmakes': 1, 'walk': 1, 'way': 1, 'saldnhow': 1, 'pumpkin': 1, 'pieliesaidnit': 1, 'all': 1, 'squash': 1}\n","item:  ('pieliesaidnit', 'all')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 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('onensmelt', 'i'): 1, ('i', 'said'): 1, ('said', 'waiter'): 1, ('waiter', 'have'): 1, ('you', 'gotnpigs'): 1, ('gotnpigs', 'feet'): 1, ('feet', 'he'): 1, ('he', 'said'): 1, ('said', 'no'): 1, ('no', 'rheumatismnmakes'): 1, ('rheumatismnmakes', 'me'): 1, ('me', 'walk'): 1, ('walk', 'that'): 1, ('that', 'way'): 1, ('way', 'i'): 1, ('i', 'saldnhow'): 1, ('saldnhow', 'is'): 1, ('the', 'pumpkin'): 1, ('pumpkin', 'pieliesaidnit'): 1, ('pieliesaidnit', 'all'): 1}\n","queue:  deque(['all', 'squash', 'the'], maxlen=3)\n","vocab:  {'ride', 'saldnhow', 'there', 'bunches', 'this', 'small', 'certainly', 'rheumatismnmakes', 'her', 'last', 'anywhere', 'reached', 'somewhere', 'train', 'used', 'that', 'the', 'me', 'myself', 'road', 'crack', 'for', 'figures', 'it', 'evernwas', 'nowherenhe', 'which', 'said', 'skidnwaiter', 'well', 'be', 'fine', 'have', 'hear', 'are', 'can', 'plate', 'miles', 'when', 'bentough', 'got', 'so', 'she', '+henbrought', 'we', 'tothis', 'everynwhere', 'come', 'accordning', 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'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 2, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 3, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 3, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 2, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 3, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 4, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 2, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1, 'plate': 1, 'skidnwaiter': 1, 'what': 1, 'else': 1, 'got': 1, '+henbrought': 1, 'two': 1, 'codfish': 1, 'onensmelt': 1, 'said': 2, 'gotnpigs': 1, 'feet': 1, 'he': 1, 'no': 1, 'rheumatismnmakes': 1, 'walk': 1, 'way': 1, 'saldnhow': 1, 'pumpkin': 1, 'pieliesaidnit': 1, 'all': 1, 'squash': 1}\n","item:  ('all', 'squash')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, ('wenwere', 'this'): 1, ('this', 'is'): 1, ('is', 'the'): 2, ('the', 'first'): 1, ('first', 'road'): 1, ('road', 'i'): 1, ('i', 'evernwas'): 1, ('evernwas', 'on'): 1, ('on', 'where'): 1, ('where', 'you'): 1, ('you', 'can'): 1, ('can', 'ride'): 1, ('ride', 'elsewherenfrom'): 1, ('elsewherenfrom', 'anywhere'): 1, ('anywhere', 'and'): 1, ('and', 'be'): 1, ('be', 'nowherenhe'): 1, ('nowherenhe', 'says'): 1, ('says', 'while'): 1, ('while', 'this'): 1, ('this', 'train'): 1, ('train', 'stops'): 1, ('stops', 'everynwhere'): 1, ('everynwhere', 'it'): 1, ('it', 'never'): 1, ('never', 'stops'): 1, ('stops', 'anywhere'): 1, ('anywhere', 'unnless'): 1, ('unnless', 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'is': 5, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 10, 'evernwas': 1, 'on': 1, 'you': 3, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 2, 'saysnim': 1, 'glad': 1, 'to': 4, 'hear': 1, 'that': 3, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 4, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 3, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 3, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 3, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 4, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 2, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 2, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 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'two'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 10, 'last': 1, 'place': 4, 'tothis': 1, 'and': 5, 'this': 3, 'is': 5, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 14, 'evernwas': 1, 'on': 1, 'you': 4, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 2, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 3, 'saysnim': 1, 'glad': 1, 'to': 5, 'hear': 1, 'that': 3, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 4, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 4, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 5, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 3, 'of': 1, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 4, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 3, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 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maxlen=3)\n","vocab:  {'ride', 'saldnhow', 'there', 'feettoitwhenigetinitnhe', 'bunches', 'this', 'small', 'anbed', 'certainly', 'room', 'rheumatismnmakes', 'thentop', 'her', 'floor', 'bed', 'last', 'could', 'saidni', 'anywhere', 'reached', 'forna', 'sandwichnafter', 'signed', 'somewhere', 'train', 'wentnover', 'used', 'that', 'the', 'me', 'armistice', 'myself', 'then', 'an', 'roomsnthat', 'road', 'crack', 'for', 'figures', 'one', 'it', 'dont', 'evernwas', 'table', 'nowherenhe', 'stands', 'which', 'those', 'said', 'skidnwaiter', 'well', 'be', 'fine', 'have', 'hear', 'are', 'battle', 'soup', 'can', 'plate', 'longnenough', 'miles', 'when', 'bentough', 'clerk', 'got', 'so', 'she', 'think', '+henbrought', 'we', 'tothis', 'everynwhere', 'come', 'without', 'accordning', 'gave', 'you', 'nearner', 'pieliesaidnit', 'lovely', 'in', 'hotel', 'broughtnit', 'fiom', 'onensmelt', 'thought', 'best', 'remind', 'walk', 'or', 'never', 'five', 'came', 'is', 'gotnone', 'was', 'a', 'where', 'slidellnthat', 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'two'}\n","unigram:  {'came': 1, 'fiom': 1, 'the': 10, 'last': 1, 'place': 4, 'tothis': 1, 'and': 5, 'this': 3, 'is': 5, 'where': 3, 'wenwere': 2, 'first': 1, 'road': 1, 'i': 14, 'evernwas': 1, 'on': 3, 'you': 4, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 3, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 3, 'saysnim': 1, 'glad': 1, 'to': 6, 'hear': 1, 'that': 3, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 5, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 4, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 6, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 4, 'of': 2, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 4, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 3, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 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'evernwas': 1, 'on': 3, 'you': 4, 'can': 1, 'ride': 1, 'elsewherenfrom': 1, 'anywhere': 2, 'be': 2, 'nowherenhe': 1, 'says': 1, 'while': 1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 3, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 3, 'saysnim': 1, 'glad': 1, 'to': 6, 'hear': 1, 'that': 3, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 5, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 2, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 4, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 6, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 4, 'of': 2, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 4, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 3, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 3, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1, 'plate': 1, 'skidnwaiter': 1, 'what': 1, 'else': 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'myselfnwhere': 1, 'was': 7, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 3, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 4, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 6, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 4, 'of': 4, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 6, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 4, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 3, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1, 'plate': 1, 'skidnwaiter': 1, 'what': 1, 'else': 1, 'got': 2, '+henbrought': 1, 'two': 1, 'codfish': 1, 'onensmelt': 1, 'said': 5, 'gotnpigs': 1, 'feet': 1, 'he': 3, 'no': 1, 'rheumatismnmakes': 1, 'walk': 1, 'way': 1, 'saldnhow': 1, 'pumpkin': 1, 'pieliesaidnit': 1, 'all': 1, 'squash': 1, 'best': 1, 'could': 1, 'getnin': 1, 'hotel': 2, 'soup': 1, 'sandwichnafter': 1, 'table': 1, 'battle': 1, 'andni': 1, 'signed': 1, 'an': 1, 'armistice': 1, 'then': 1, 'wentnover': 1, 'clerk': 1, 'asked': 1, 'forna': 1, 'room': 2, 'with': 2, 'or': 1, 'without': 1, 'anbed': 1, 'bed': 2, 'saidni': 1, 'dont': 1, 'think': 1, 'longnenough': 1, 'illnaddtwo': 1, 'feettoitwhenigetinitnhe': 1, 'gave': 1, 'lovely': 1, 'thentop': 1, 'floor': 1, 'one': 1, 'those': 1, 'roomsnthat': 1, 'stands': 1, 'each': 1, 'side': 2, 'if': 1, 'younhappen': 1, 'get': 1, 'up': 4, 'middle': 2, 'ofnthe': 1, 'night': 2, 'want': 1, 'sure': 1, 'andnget': 1, 'roomnthat': 1, 'dreamt': 1, 'eatingnflannel': 1, 'cakes': 1, 'woke': 1, 'halfnof': 1, 'blanket': 1, 'gone': 1, 'mustnhave': 1, 'wrong': 1, 'thenbed': 1, 'next': 1, 'morning': 1}\n","item:  ('next', 'morning')\n","bigram:  {('', 'came'): 2, ('came', 'fiom'): 1, ('fiom', 'the'): 1, ('the', 'last'): 1, ('last', 'place'): 1, ('place', 'tothis'): 1, ('tothis', 'place'): 1, ('place', 'and'): 1, ('and', 'this'): 1, ('this', 'place'): 1, ('place', 'is'): 1, ('is', 'where'): 1, ('where', 'wenwere'): 1, 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'to'): 1, ('to', 'get'): 1, ('get', 'up'): 1, ('up', 'in'): 2, ('the', 'middle'): 2, ('middle', 'ofnthe'): 1, ('ofnthe', 'night'): 1, ('night', 'you'): 1, ('you', 'want'): 1, ('want', 'to'): 1, ('be', 'sure'): 1, ('sure', 'andnget'): 1, ('andnget', 'up'): 1, ('middle', 'of'): 1, ('of', 'the'): 1, ('the', 'roomnthat'): 1, ('roomnthat', 'night'): 1, ('night', 'i'): 1, ('i', 'dreamt'): 1, ('dreamt', 'i'): 1, ('was', 'eatingnflannel'): 1, ('eatingnflannel', 'cakes'): 1, ('cakes', 'when'): 1, ('when', 'i'): 1, ('i', 'woke'): 1, ('woke', 'up'): 1, ('up', 'halfnof'): 1, ('halfnof', 'the'): 1, ('the', 'blanket'): 1, ('blanket', 'was'): 1, ('was', 'gone'): 1, ('gone', 'i'): 1, ('i', 'mustnhave'): 1, ('mustnhave', 'got'): 1, ('got', 'up'): 1, ('up', 'on'): 1, ('on', 'the'): 1, ('the', 'wrong'): 1, ('wrong', 'side'): 1, ('side', 'of'): 1, ('of', 'thenbed'): 1, ('thenbed', 'for'): 1, ('for', 'next'): 1, ('next', 'morning'): 1}\n","queue:  deque(['morning', 'i', 'had'], maxlen=3)\n","vocab:  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1, 'train': 1, 'stops': 2, 'everynwhere': 1, 'it': 3, 'never': 1, 'unnless': 1, 'its': 1, 'somewhere': 1, 'well': 3, 'saysnim': 1, 'glad': 1, 'to': 7, 'hear': 1, 'that': 3, 'but': 1, 'accordning': 1, 'your': 1, 'figures': 1, 'left': 1, 'myselfnwhere': 1, 'was': 7, 'which': 1, 'five': 1, 'miles': 1, 'nearner': 1, 'myself': 1, 'than': 1, 'when': 3, 'we': 1, 'are': 1, 'nownwe': 1, 'have': 4, 'now': 2, 'reached': 1, 'slidellnthat': 1, 'a': 6, 'fine': 1, 'people': 1, 'down': 1, 'there': 2, 'remind': 1, 'me': 4, 'of': 4, 'bananasnthey': 1, 'come': 1, 'go': 1, 'in': 6, 'bunches': 1, 'ndell': 1, 'used': 1, 'noted': 2, 'for': 4, 'her': 1, 'toughnpeople': 1, 'she': 1, 'bentough': 1, 'steaks': 1, 'certainly': 1, 'gotnone': 1, 'waiter': 3, 'broughtnit': 1, 'so': 1, 'small': 1, 'thought': 1, 'itnwas': 1, 'crack': 1, 'plate': 1, 'skidnwaiter': 1, 'what': 1, 'else': 1, 'got': 2, '+henbrought': 1, 'two': 1, 'codfish': 1, 'onensmelt': 1, 'said': 5, 'gotnpigs': 1, 'feet': 1, 'he': 3, 'no': 1, 'rheumatismnmakes': 1, 'walk': 1, 'way': 1, 'saldnhow': 1, 'pumpkin': 1, 'pieliesaidnit': 1, 'all': 1, 'squash': 1, 'best': 1, 'could': 1, 'getnin': 1, 'hotel': 2, 'soup': 1, 'sandwichnafter': 1, 'table': 1, 'battle': 1, 'andni': 1, 'signed': 1, 'an': 1, 'armistice': 1, 'then': 1, 'wentnover': 1, 'clerk': 1, 'asked': 1, 'forna': 1, 'room': 2, 'with': 2, 'or': 1, 'without': 1, 'anbed': 1, 'bed': 2, 'saidni': 1, 'dont': 1, 'think': 1, 'longnenough': 1, 'illnaddtwo': 1, 'feettoitwhenigetinitnhe': 1, 'gave': 1, 'lovely': 1, 'thentop': 1, 'floor': 1, 'one': 1, 'those': 1, 'roomsnthat': 1, 'stands': 1, 'each': 1, 'side': 2, 'if': 1, 'younhappen': 1, 'get': 1, 'up': 4, 'middle': 2, 'ofnthe': 1, 'night': 2, 'want': 1, 'sure': 1, 'andnget': 1, 'roomnthat': 1, 'dreamt': 1, 'eatingnflannel': 1, 'cakes': 1, 'woke': 1, 'halfnof': 1, 'blanket': 1, 'gone': 1, 'mustnhave': 1, 'wrong': 1, 'thenbed': 1, 'next': 1, 'morning': 1, 'had': 1}\n","item:  ('morning', 'i')\n","bigram:  {('', 'came'): 2, 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#use empty string to mark the beginning of a sentence\n","    text = line\n","    tokens = word_tokenize(text)\n","    for token in tokens:\n","        # add new word to the queue\n","        queue.append(token)\n","        print(\"queue: \", queue) \n","        # discover new word\n","        if token not in vocab:\n","            vocab.add(token)\n","        print('vocab: ', vocab)\n","\n","\n","        # count frequency of 1 word\n","        if token not in unigram:\n","            #print('unigram[token]: ', unigram[token])\n","            unigram[token] = 0\n","        unigram[token] += 1\n","        print('unigram: ',unigram)\n","\n","        # count frequency of 2 words\n","        if len(queue) \u003e= 2:\n","            item = tuple(queue)[:2]\n","            print('item: ',item)\n","            if item not in bigram:\n","                bigram[item] = 0\n","            bigram[item] += 1\n","        print(\"bigram: \", bigram)\n","\n","        # count frequency of 3 words\n","        if len(queue) == 3:\n","            item = tuple(queue)\n","            if item not in trigram:\n","                trigram[item] = 0\n","            trigram[item] += 1\n","            \n","total_words = len(unigram)\n","unigram[''] = total_words"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"wb5QvW1IH9Vm"},"outputs":[],"source":[]}],"metadata":{"colab":{"authorship_tag":"ABX9TyOC6VVNtZRVbQCeZvTpWK+g","name":"","version":""},"kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}