MarkovTextGenerate.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "txt = \"A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions!A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now. When, while the lovely valley teems with vapour around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God! O my friend -- but it is too much for my strength -- I sink under the weight of the splendour of these visions!A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine. I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "txt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## So Now let's Define What's a markov chain\n",
    "Very Simple : A Markov chain is a stochastic process, but it differs from a general stochastic process in that a Markov chain must be \"memory-less\". That is, (the probability of) ** future ** actions are not dependent upon the steps that led up to the ** present  ** state.\n",
    "\n",
    "So the general proprety of a markov chain is  :\n",
    "$$\n",
    "\\begin{equation*}\n",
    "P(X_{n+1} = j|X_0 = i_0,X_1 = i_1,....,X_{n-1},X_n =i) =  P(X_{n+1} = j|X_n = i)\n",
    "\\end{equation*}\n",
    "$$\n",
    "\n",
    "## Frist thing : Create our Markov Dictionary\n",
    "** We need to define the dictionary of words **\n",
    "here i choosed ** ordre = 3 ** which is a parameter that we can tune to get better text generation ,so first we divide our text to words (we call it gram in the fields of computational linguistics and probability ) if a gram is composed by 3 character it's called ** Trigram ** by 2 ** bigram ** and a sequence of n character is called ** n-gram ** ,so we add each character that follows each trigram into an array which is the value in our dictionnary so if a combination of characters (the trigram) is repeated 2 times we will have 2 characters in the array pretty simple ... hein"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'too': [' ', ' ', ' ', ' ', ' ', ' '], ' gl': ['e', 'e', 'e', 'e', 'e', 'e'], 'nto': [' ', ' ', ' ', ' ', ' ', ' '], 'nk ': ['w', 'u', 'w', 'u', 'w', 'u', 'w', 'u', 'w', 'u', 'w', 'u'], 'net': ['r', 'r', 'r', 'r', 'r', 'r'], 'ink': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'pen': ['e', 'e', 'e', 'e', 'e', 'e'], 'min': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'wee': ['t', 't', 't', 't', 't', 't', 't'], 'ow ': ['m', 'f', 'm', 'f', 'm', 'f', 'm', 'f', 'm', 'f', 'm', 'f'], 'hol': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'y v': ['a', 'a', 'a', 'a', 'a', 'a'], 'rin': ['g', 'g', 'g', 'g', 'g', 'g', 'g'], 'I s': ['h', 'i', 'h', 'i', 'h', 'i', 'h', 'i', 'h', 'i', 'h', 'i', 'h'], 'I t': ['h', 'h', 'h', 'h', 'h', 'h'], 'bed': [' ', ' ', ' ', ' ', ' ', ' ', ' '], ' su': ['n', 'r', 's', 'n', 'r', 's', 'n', 'r', 's', 'n', 'r', 's', 'n', 'r', 's', 'n', 'r', 's'], ' sp': ['r', 'o', 'l', 'r', 'o', 'l', 'r', 'o', 'l', 'r', 'o', 'l', 'r', 'o', 'l', 'r', 'o', 'l', 'r', 'o'], 'gle': ['c', ' ', 'a', 'c', ' ', 'a', 'c', ' ', 'a', 'c', ' ', 'a', 'c', ' ', 'a', 'c', ' ', 'a', 'c', ' '], 'ads': [' ', ' ', ' ', ' ', ' ', ' '], 'ili': ['a', 'a', 'a', 'a', 'a', 'a'], 'ran': ['q', 'q', 'q', 'q', 'q', 'q', 'q'], 'sen': ['s', 't', 'c', 's', 't', 'c', 's', 't', 'c', 's', 't', 'c', 's', 't', 'c', 's', 't', 'c', 's', 't'], 'but': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'mys': ['e', 'e', 'e', 'e', 'e', 'e'], 'e o': ['f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f'], 'inn': ['e', 'e', 'e', 'e', 'e', 'e'], 'kes': [' ', ' ', ' ', ' ', ' ', ' '], 'e G': ['o', 'o', 'o', 'o', 'o', 'o'], 'ave': ['n', 'n', 'n', 'n', 'n', 'n'], 'ice': ['d', 'd', 'd', 'd', 'd', 'd'], 'in ': ['t', 't', 'h', 'a', 'm', 'm', 't', 't', 'h', 'a', 'm', 'm', 't', 't', 'h', 'a', 'm', 'm', 't', 't', 'h', 'a', 'm', 'm', 't', 't', 'h', 'a', 'm', 'm', 't', 't', 'h', 'a', 'm', 'm', 't', 't'], ', w': ['h', 'h', 'h', 'h', 'o', 'h', 'h', 'h', 'h', 'o', 'h', 'h', 'h', 'h', 'o', 'h', 'h', 'h', 'h', 'o', 'h', 'h', 'h', 'h', 'o', 'h', 'h', 'h', 'h', 'o', 'h'], 'has': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'der': ['f', ' ', 'f', ' ', 'f', ' ', 'f', ' ', 'f', ' ', 'f', ' ', 'f'], 'd -': ['-', '-', '-', '-', '-', '-'], 'mor': ['n', 'n', 'n', 'n', 'n', 'n', 'n'], 'tee': ['m', 'm', 'm', 'm', 'm', 'm'], 'idi': ['a', 'a', 'a', 'a', 'a', 'a'], 'h l': ['o', 'o', 'o', 'o', 'o', 'o'], 'mil': ['i', 'i', 'i', 'i', 'i', 'i'], 't a': [' ', ' ', ' ', ' ', ' ', ' '], 'tai': ['n', 'n', 'n', 'n', 'n', 'n'], 'for': [' ', 'm', 'm', 'm', ' ', ' ', 'm', 'm', 'm', ' ', ' ', 'm', 'm', 'm', ' ', ' ', 'm', 'm', 'm', ' ', ' ', 'm', 'm', 'm', ' ', ' ', 'm', 'm', 'm', ' ', ' '], 'nes': ['s', 's', 's', 's', 's', 's'], 'pti': ['o', 'o', 'o', 'o', 'o', 'o'], 'e n': ['o', 'o', 'o', 'o', 'o', 'o'], 'ngt': ['h', 'h', 'h', 'h', 'h', 'h'], 'ray': [' ', ' ', ' ', ' ', ' ', ' '], 'our': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'are': [' ', ' ', ' ', ' ', ' ', ' '], 'iar': [' ', ' ', ' ', ' ', ' ', ' '], 'ge,': [' ', ' ', ' ', ' ', ' ', ' '], 'ras': ['s', 's', 's', 's', 's', 's'], 'ern': ['i', 'i', 'i', 'i', 'i', 'i'], 'uld': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'f a': [' ', ' ', ' ', ' ', ' ', ' '], 'cep': ['t', 't', 't', 't', 't', 't'], 'str': ['o', 'i', 'a', 'e', 'e', 'e', 'o', 'i', 'a', 'e', 'e', 'e', 'o', 'i', 'a', 'e', 'e', 'e', 'o', 'i', 'a', 'e', 'e', 'e', 'o', 'i', 'a', 'e', 'e', 'e', 'o', 'i', 'a', 'e', 'e', 'e', 'o'], 'God': ['!', '!', '!', '!', '!', '!'], 'eem': ['s', ' ', 's', ' ', 's', ' ', 's', ' ', 's', ' ', 's', ' '], ' an': ['d', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', ' ', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', ' ', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', ' ', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', ' ', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', ' ', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', ' ', 'd', 'd', 'd', 'd', 'd', 'd', 'd'], ' et': ['e', 'e', 'e', 'e', 'e', 'e'], 'dar': ['k', 'k', 'k', 'k', 'k', 'k'], 'ste': ['n', 'n', 'a', 'n', 'n', 'a', 'n', 'n', 'a', 'n', 'n', 'a', 'n', 'n', 'a', 'n', 'n', 'a', 'n', 'n'], 'm s': ['o', 'o', 'o', 'o', 'o', 'o', 'o'], 'I o': ['f', 'f', 'f', 'f', 'f', 'f'], 'ate': ['d', 'r', 'd', 'r', 'd', 'r', 'd', 'r', 'd', 'r', 'd', 'r', 'd'], ' fa': ['m', 'm', 'm', 'm', 'm', 'm'], ' it': [' ', 's', ' ', ' ', ' ', 's', ' ', ' ', ' ', 's', ' ', ' ', ' ', 's', ' ', ' ', ' ', 's', ' ', ' ', ' ', 's', ' ', ' '], 't o': ['f', 'f', 'f', 'f', 'f', 'f'], 'sse': ['s', 's', 's', 's', 's', 's', 's'], 'o t': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 'ken': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'hat': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'exi': ['s', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's'], ' ex': ['i', 'q', 'i', 'i', 'q', 'i', 'i', 'q', 'i', 'i', 'q', 'i', 'i', 'q', 'i', 'i', 'q', 'i', 'i', 'q', 'i'], ' ov': ['e', 'e', 'e', 'e', 'e', 'e'], 'its': [' ', ' ', ' ', ' ', ' ', ' '], 'app': ['y', 'y', 'y', 'y', 'y', 'y', 'y'], 'ng,': [' ', ' ', ' ', ' ', ' ', ' '], 'loa': ['t', 't', 't', 't', 't', 't'], 'ct ': ['m', 'm', 'm', 'm', 'm', 'm', 'm'], 's i': ['n', 'n', 't', 'n', 'n', 'n', 't', 'n', 'n', 'n', 't', 'n', 'n', 'n', 't', 'n', 'n', 'n', 't', 'n', 'n', 'n', 't', 'n'], 'ho ': ['f', 'f', 'f', 'f', 'f', 'f'], 'a t': ['h', 'h', 'h', 'h', 'h', 'h'], 'o a': ['b', 'b', 'b', 'b', 'b', 'b', 'b'], ' si': ['n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n'], 'ien': ['d', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd', 'd'], ' a ': ['s', 'g', 'f', 't', 'b', 's', 'g', 'f', 't', 'b', 's', 'g', 'f', 't', 'b', 's', 'g', 'f', 't', 'b', 's', 'g', 'f', 't', 'b', 's', 'g', 'f', 't', 'b', 's'], 'amo': ['n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n'], 'd w': ['a', 'a', 'a', 'a', 'a', 'a'], 'n o': ['f', 'f', 'f', 'f', 'f', 'f', 'f'], 'ar ': ['f', 't', 'w', 'f', 't', 'w', 'f', 't', 'w', 'f', 't', 'w', 'f', 't', 'w', 'f', 't', 'w', 'f'], 'ht ': ['b', 'o', 'b', 'o', 'b', 'o', 'b', 'o', 'b', 'o', 'b', 'o'], 'tri': ['k', 'c', 'k', 'c', 'k', 'c', 'k', 'c', 'k', 'c', 'k', 'c'], 'dwe': ['l', 'l', 'l', 'l', 'l', 'l'], 'l e': ['x', 'x', 'x', 'x', 'x', 'x', 'x'], 'hou': ['l', 's', 'l', 's', 'l', 's', 'l', 's', 'l', 's', 'l', 's', 'l'], 'ndo': ['u', 'u', 'u', 'u', 'u', 'u'], 'gth': [' ', ' ', ' ', ' ', ' ', ' '], ', t': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 'es,': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 's c': ['r', 'r', 'r', 'r', 'r', 'r', 'r'], 'han': [' ', ' ', ' ', ' ', ' ', ' '], 'h s': ['e', 'e', 'e', 'e', 'e', 'e'], ' im': ['p', 'a', 'p', 'p', 'a', 'p', 'p', 'a', 'p', 'p', 'a', 'p', 'p', 'a', 'p', 'p', 'a', 'p'], 'ose': [' ', ' ', ' ', ' ', ' ', ' '], 'l t': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 'Whe': ['n', 'n', 'n', 'n', 'n', 'n'], 'nct': ['u', 'u', 'u', 'u', 'u', 'u'], 'ian': [' ', ' ', ' ', ' ', ' ', ' '], 'r w': ['a', 'i', 'a', 'i', 'a', 'i', 'a', 'i', 'a', 'i', 'a', 'i'], ' be': [' ', 'a', 'l', ' ', ' ', 'a', 'l', ' ', ' ', 'a', 'l', ' ', ' ', 'a', 'l', ' ', ' ', 'a', 'l', ' ', ' ', 'a', 'l', ' ', ' '], 'o d': ['w', 'w', 'w', 'w', 'w', 'w'], 'rt.': [' ', ' ', ' ', ' ', ' ', ' ', ' '], ' dr': ['a', 'a', 'a', 'a', 'a', 'a', 'a'], 'eel': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], ' fl': ['i', 'o', 'i', 'o', 'i', 'o', 'i', 'o', 'i', 'o', 'i', 'o'], 'to ': ['t', 't', 'd', 't', 't', 'd', 't', 't', 'd', 't', 't', 'd', 't', 't', 'd', 't', 't', 'd'], 'ntl': ['e', 'e', 'e', 'e', 'e', 'e'], 't; ': ['a', 'a', 'a', 'a', 'a', 'a', 'a'], 'ngl': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'h t': ['h', 'h', 'h', 'h', 'h', 'h'], 'etr': ['a', 'a', 'a', 'a', 'a', 'a'], 'mer': ['e', 'i', 'e', 'i', 'e', 'i', 'e', 'i', 'e', 'i', 'e', 'i', 'e'], 'rok': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'h w': ['a', 'a', 'a', 'a', 'a', 'a', 'a'], 'l a': ['n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n'], 'mir': ['r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r'], 'vin': ['g', 'g', 'g', 'g', 'g', 'g'], 'whe': ['n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n'], ' fe': ['e', 'e', 'w', 'e', 'e', 'e', 'w', 'e', 'e', 'e', 'w', 'e', 'e', 'e', 'w', 'e', 'e', 'e', 'w', 'e', 'e', 'e', 'w', 'e', 'e', 'e'], 'owe': ['r', 'r', 'r', 'r', 'r', 'r'], ' tr': ['a', 'e', 'i', 'a', 'e', 'i', 'a', 'e', 'i', 'a', 'e', 'i', 'a', 'e', 'i', 'a', 'e', 'i', 'a'], ', I': [' ', ' ', ' ', ' ', ' ', ' '], 'r s': ['u', 'a', 'u', 'a', 'u', 'a', 'u', 'a', 'u', 'a', 'u', 'a'], 'cre': ['a', 'a', 'a', 'a', 'a', 'a', 'a'], 'ts.': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'nit': ['y', 'y', 'e', 'y', 'y', 'e', 'y', 'y', 'e', 'y', 'y', 'e', 'y', 'y', 'e', 'y', 'y', 'e', 'y'], ' wh': ['i', 'o', 'i', 'i', 'e', 'o', 'i', 'e', 'i', 'o', 'i', 'i', 'e', 'o', 'i', 'e', 'i', 'o', 'i', 'i', 'e', 'o', 'i', 'e', 'i', 'o', 'i', 'i', 'e', 'o', 'i', 'e', 'i', 'o', 'i', 'i', 'e', 'o', 'i', 'e', 'i', 'o', 'i', 'i', 'e', 'o', 'i', 'e', 'i', 'o', 'i'], 'dow': ['n', 'n', 'n', 'n', 'n', 'n'], ' as': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ivi': ['n', 'n', 'n', 'n', 'n', 'n'], 'dea': ['r', 'r', 'r', 'r', 'r', 'r', 'r'], 'k w': ['i', 'i', 'i', 'i', 'i', 'i'], ' mi': ['n', 's', 'g', 'r', 'r', 'n', 's', 'g', 'r', 'r', 'n', 's', 'g', 'r', 'r', 'n', 's', 'g', 'r', 'r', 'n', 's', 'g', 'r', 'r', 'n', 's', 'g', 'r', 'r', 'n'], 'e: ': ['w', 'w', 'w', 'w', 'w', 'w'], 'ree': ['s', 's', 's', 's', 's', 's'], 'neg': ['l', 'l', 'l', 'l', 'l', 'l', 'l'], 'd m': ['e', 'i', 'e', 'i', 'e', 'i', 'e', 'i', 'e', 'i', 'e', 'i'], 'lks': [',', ',', ',', ',', ',', ','], 'itt': ['l', 'l', 'l', 'l', 'l', 'l'], 'isi': ['t', 'o', 't', 'o', 't', 'o', 't', 'o', 't', 'o', 't', 'o', 't'], 'sec': ['t', 't', 't', 't', 't', 't'], 'spl': ['e', 'e', 'e', 'e', 'e', 'e'], 'ami': ['l', 'l', 'l', 'l', 'l', 'l'], ' me': ['r', ',', 'r', ':', ',', 'r', ',', 'r', ':', ',', 'r', ',', 'r', ':', ',', 'r', ',', 'r', ':', ',', 'r', ',', 'r', ':', ',', 'r', ',', 'r', ':', ',', 'r'], 'nti': ['r', 'r', 'r', 'r', 'r', 'r', 'r'], ', m': ['y', 'y', 'y', 'y', 'y', 'y', 'y', 'y', 'y', 'y', 'y', 'y', 'y'], 'was': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'har': ['m', 'm', 'm', 'm', 'm', 'm', 'm'], 'buz': ['z', 'z', 'z', 'z', 'z', 'z'], 'niv': ['e', 'e', 'e', 'e', 'e', 'e'], ' ye': ['t', 't', 't', 't', 't', 't', 't'], 'bab': ['l', 'l', 'l', 'l', 'l', 'l'], 'lie': [' ', 's', ' ', 's', ' ', 's', ' ', 's', ' ', 's', ' ', 's'], 'l s': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'oo ': ['m', 'm', 'm', 'm', 'm', 'm'], 'ry,': [' ', ' ', ' ', ' ', ' ', ' '], 'll ': ['g', 'i', 't', 'a', 'g', 'i', 't', 'a', 'g', 'i', 't', 'a', 'g', 'i', 't', 'a', 'g', 'i', 't', 'a', 'g', 'i', 't', 'a'], 'yet': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'm w': ['i', 'i', 'i', 'i', 'i', 'i'], 'O m': ['y', 'y', 'y', 'y', 'y', 'y'], 'nqu': ['i', 'i', 'i', 'i', 'i', 'i', 'i'], 'yes': [',', ',', ',', ',', ',', ','], 'rro': ['r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r'], 'sin': ['g', 'k', 'g', 'k', 'g', 'k', 'g', 'k', 'g', 'k', 'g', 'k', 'g'], 'alo': ['n', 'n', 'n', 'n', 'n', 'n', 'n'], 'ppy': [',', ',', ',', ',', ',', ',', ','], 'anq': ['u', 'u', 'u', 'u', 'u', 'u', 'u'], 'nt;': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ove': ['l', ' ', 'r', 'd', 'l', ' ', 'r', 'd', 'l', ' ', 'r', 'd', 'l', ' ', 'r', 'd', 'l', ' ', 'r', 'd', 'l', ' ', 'r', 'd'], 'd b': ['e', 'u', 'y', 'e', 'u', 'y', 'e', 'u', 'y', 'e', 'u', 'y', 'e', 'u', 'y', 'e', 'u', 'y', 'e'], ' Wh': ['e', 'e', 'e', 'e', 'e', 'e'], 'ss ': ['o', 'b', 'i', 'o', 'u', 'o', 'b', 'i', 'o', 'u', 'o', 'b', 'i', 'o', 'u', 'o', 'b', 'i', 'o', 'u', 'o', 'b', 'i', 'o', 'u', 'o', 'b', 'i', 'o', 'u', 'o'], 'see': ['m', 'm', 'm', 'm', 'm', 'm'], 'ees': [',', ',', ',', ',', ',', ','], 'ent': ['i', 's', ' ', ';', 'i', 's', ' ', ';', 'i', 's', ' ', ';', 'i', 's', ' ', ';', 'i', 's', ' ', ';', 'i', 's', ' ', ';', 'i', 's', ' ', ';'], 'scr': ['i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i'], 'unk': ['n', 'n', 'n', 'n', 'n', 'n'], 'own': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'upo': ['n', 'n', 'n', 'n', 'n', 'n'], ' un': ['k', 'i', 'd', 'k', 'i', 'd', 'k', 'i', 'd', 'k', 'i', 'd', 'k', 'i', 'd', 'k', 'i', 'd'], 'ple': ['n', 'n', 'n', 'n', 'n', 'n'], 'or ': ['t', 'o', 'o', 'm', 't', 'o', 'o', 'm', 't', 'o', 'o', 'm', 't', 'o', 'o', 'm', 't', 'o', 'o', 'm', 't', 'o', 'o', 'm', 't'], 's!A': [' '], 'sun': [' ', ' ', ' ', ' ', ' ', ' '], 'ble': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'erf': ['u', 'u', 'u', 'u', 'u', 'u', 'u'], 'val': ['l', 'l', 'l', 'l', 'l', 'l'], 'ear': ['t', ' ', 't', ' ', 's', 't', 't', ' ', 't', ' ', 's', 't', 't', ' ', 't', ' ', 's', 't', 't', ' ', 't', ' ', 's', 't', 't', ' ', 't', ' ', 's', 't', 't', ' ', 't', ' ', 's', 't', 't', ' '], 'uis': ['i', 'i', 'i', 'i', 'i', 'i', 'i'], 'uch': [' ', ' ', ' ', ' ', ' ', ' '], 'unt': ['l', 'l', 'l', 'l', 'l', 'l'], 'r t': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 'aro': ['u', 'u', 'u', 'u', 'u', 'u', 'u', 'u', 'u', 'u', 'u', 'u'], ' se': ['r', 'n', 'e', 'r', 'n', 'e', 'r', 'n', 'e', 'r', 'n', 'e', 'r', 'n', 'e', 'r', 'n', 'e', 'r', 'n'], 'bso': ['r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r'], 'ini': ['t', 't', 't', 't', 't', 't'], 'sur': ['f', 'f', 'f', 'f', 'f', 'f'], ' no': ['w', 't', 'w', 't', 'w', 't', 'w', 't', 'w', 't', 'w', 't'], 'les': ['s', 's', 's', 's', 's', 's'], 'm a': ['l', 'l', 'l', 'l', 'l', 'l', 'l'], 'all': ['e', ' ', ' ', 'e', ' ', ' ', 'e', ' ', ' ', 'e', ' ', ' ', 'e', ' ', ' ', 'e', ' ', ' '], 'lia': ['g', 'r', 'g', 'r', 'g', 'r', 'g', 'r', 'g', 'r', 'g', 'r'], 'gs ': ['o', 'o', 'o', 'o', 'o', 'o', 'o'], 'oli': ['a', 'a', 'a', 'a', 'a', 'a'], ' lo': ['v', 'v', 'n', 'v', 'v', 'n', 'v', 'v', 'n', 'v', 'v', 'n', 'v', 'v', 'n', 'v', 'v', 'n'], '. I': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'lf ': ['d', 'd', 'd', 'd', 'd', 'd'], 'e f': ['o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o'], 'bli': ['s', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's'], 'e i': ['n', 'n', 'm', 'n', 'n', 'n', 'n', 'n', 'm', 'n', 'n', 'n', 'n', 'n', 'm', 'n', 'n', 'n', 'n', 'n', 'm', 'n', 'n', 'n', 'n', 'n', 'm', 'n', 'n', 'n', 'n', 'n', 'm', 'n', 'n', 'n', 'n', 'n'], 'od!': [' ', ' ', ' ', ' ', ' ', ' '], 'bea': ['r', 'r', 'r', 'r', 'r', 'r'], ' ey': ['e', 'e', 'e', 'e', 'e', 'e'], 'ond': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'ems': [' ', ' ', ' ', ' ', ' ', ' '], ' sa': ['n', 'n', 'n', 'n', 'n', 'n'], 'f s': ['p', 'o', 'p', 'o', 'p', 'o', 'p', 'o', 'p', 'o', 'p', 'o', 'p', 'o'], 'd i': ['n', 'm', 'n', 'm', 'n', 'm', 'n', 'm', 'n', 'm', 'n', 'm', 'n'], 'ut ': ['a', 'i', 'a', 'i', 'a', 'i', 'a', 'i', 'a', 'i', 'a', 'i'], 'd e': ['a', 'a', 'a', 'a', 'a', 'a'], 'tra': ['n', 'b', 'y', 'n', 'b', 'y', 'n', 'b', 'y', 'n', 'b', 'y', 'n', 'b', 'y', 'n', 'b', 'y', 'n'], 'anc': ['t', 't', 't', 't', 't', 't'], 'sor': ['b', 'b', 'b', 'b', 'b', 'b', 'b', 'b', 'b', 'b', 'b', 'b', 'b'], ' Oh': [',', ',', ',', ',', ',', ','], 'sho': ['u', 'u', 'u', 'u', 'u', 'u', 'u'], 'y s': ['o', 'o', 'o', 't', 'o', 'o', 'o', 't', 'o', 'o', 'o', 't', 'o', 'o', 'o', 't', 'o', 'o', 'o', 't', 'o', 'o', 'o', 't'], 'nd,': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'n d': ['a', 'a', 'a', 'a', 'a', 'a'], 'ew ': ['s', 's', 's', 's', 's', 's'], 'd d': ['e', 'e', 'e', 'e', 'e', 'e'], 'w m': ['y', 'y', 'y', 'y', 'y', 'y'], 'ome': ['n', 'n', 'n', 'n', 'n', 'n', 'n'], 'Oh,': [' ', ' ', ' ', ' ', ' ', ' '], 'pow': ['e', 'e', 'e', 'e', 'e', 'e'], 'ead': ['s', 's', 's', 's', 's', 's'], 'd h': ['e', 'e', 'e', 'e', 'e', 'e'], 'tis': ['t', 't', 't', 't', 't', 't'], 'orl': ['d', 'd', 'd', 'd', 'd', 'd'], 'rs ': ['a', 'a', 'a', 'a', 'a', 'a'], 'o f': ['o', 'u', 'o', 'u', 'o', 'u', 'o', 'u', 'o', 'u', 'o', 'u'], 'hil': ['e', 'e', 'e', 'e', 'e', 'e'], ' wi': ['t', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't'], 'ty ': ['h', 'o', 'h', 'o', 'h', 'o', 'h', 'o', 'h', 'o', 'h', 'o', 'h'], 'ns,': [' ', ' ', ' ', ' ', ' ', ' '], 'm; ': ['a', 'a', 'a', 'a', 'a', 'a'], 'ima': ['g', 'g', 'g', 'g', 'g', 'g'], 'ere': ['n', ' ', 'n', ' ', 'n', ' ', 'n', ' ', 'n', ' ', 'n', ' ', 'n', ' '], ' wo': ['n', 'r', 'u', 'n', 'r', 'u', 'n', 'r', 'u', 'n', 'r', 'u', 'n', 'r', 'u', 'n', 'r', 'u', 'n'], 'tak': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'int': ['o', 'o', 'o', 'o', 'o', 'o'], 'h m': ['y', 'y', 'y', 'y', 'y', 'y', 'y'], 'egl': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], ' --': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ace': [' ', ' ', ' ', ' ', ' ', ' '], 'men': ['t', 't', 't', 't', 't', 't', 't'], 'ats': [' ', ' ', ' ', ' ', ' ', ' '], 'hea': ['r', 'r', 'v', 'r', 'r', 'v', 'r', 'r', 'v', 'r', 'r', 'v', 'r', 'r', 'v', 'r', 'r', 'v', 'r'], '! O': [' ', ' ', ' ', ' ', ' ', ' '], 'ttl': ['e', 'e', 'e', 'e', 'e', 'e'], 's; ': ['a', 'a', 'a', 'a', 'a', 'a'], 'ion': [' ', 's', 's', ' ', 's', 's', ' ', 's', 's', ' ', 's', 's', ' ', 's', 's', ' ', 's', 's', ' '], 'd, ': ['s', 'a', 'w', 's', 'a', 'w', 's', 'a', 'w', 's', 'a', 'w', 's', 'a', 'w', 's', 'a', 'w', 's'], 'iag': ['e', 'e', 'e', 'e', 'e', 'e'], 's, ': ['a', 'a', 't', 'a', 'a', 't', 'c', 'a', 'a', 't', 'a', 'a', 't', 'c', 'a', 'a', 't', 'a', 'a', 't', 'c', 'a', 'a', 't', 'a', 'a', 't', 'c', 'a', 'a', 't', 'a', 'a', 't', 'c', 'a', 'a', 't', 'a', 'a', 't', 'c'], 'hes': ['e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e'], ' mo': ['r', 'm', 'r', 'm', 'r', 'm', 'r', 'm', 'r', 'm', 'r', 'm', 'r', 'm'], 'un ': ['s', 's', 's', 's', 's', 's'], 'y g': ['l', 'l', 'l', 'l', 'l', 'l'], 'irr': ['o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o'], 'n p': ['o', 'l', 'a', 'o', 'l', 'a', 'o', 'l', 'a', 'o', 'l', 'a', 'o', 'l', 'a', 'o', 'l', 'a', 'o'], 'fee': ['l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l'], 'fam': ['i', 'i', 'i', 'i', 'i', 'i'], 'te ': ['s', 'G', 's', 'G', 's', 'G', 's', 'G', 's', 'G', 's', 'G', 's'], 'ine': ['.', '.', '.', '.', '.', '.', '.'], ' so': ['u', 'u', ' ', ' ', 'u', ' ', 'u', 'u', 'u', 'u', ' ', ' ', 'u', ' ', 'u', 'u', 'u', 'u', ' ', ' ', 'u', ' ', 'u', 'u', 'u', 'u', ' ', ' ', 'u', ' ', 'u', 'u', 'u', 'u', ' ', ' ', 'u', ' ', 'u', 'u', 'u', 'u', ' ', ' ', 'u', ' ', 'u', 'u', 'u', 'u', ' ', ' '], 'ght': ['y', ' ', ' ', 'y', ' ', ' ', 'y', ' ', ' ', 'y', ' ', ' ', 'y', ' ', ' ', 'y', ' ', ' '], 'mpe': ['n', 'n', 'n', 'n', 'n', 'n'], 'mig': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 'l, ': ['l', 'a', 'l', 'a', 'l', 'a', 'l', 'a', 'l', 'a', 'l', 'a', 'l'], 'nkn': ['o', 'o', 'o', 'o', 'o', 'o'], 'ive': ['r', 'r', 'r', 'r', 'r', 'r'], ' ow': ['n', 'n', 'n', 'n', 'n', 'n'], 'il ': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'rms': [' ', ' ', ' ', ' ', ' ', ' '], '-- ': ['b', 'I', 'b', 'I', 'b', 'I', 'b', 'I', 'b', 'I', 'b', 'I'], 'oss': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'iba': ['b', 'b', 'b', 'b', 'b', 'b'], 'm o': ['f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f'], 's u': ['s', 'p', 's', 'p', 's', 'p', 's', 'p', 's', 'p', 's', 'p'], 'cha': ['r', 'r', 'r', 'r', 'r', 'r', 'r'], 's s': ['p', 't', 'p', 't', 'p', 't', 'p', 't', 'p', 't', 'p', 't', 'p'], 'san': ['c', 'd', 'c', 'd', 'c', 'd', 'c', 'd', 'c', 'd', 'c', 'd'], 'ark': ['n', 'n', 'n', 'n', 'n', 'n'], 'es ': ['t', 't', 't', 't', 't', 't'], ' I ': ['e', 'a', 'a', 'n', 's', 'f', 'n', 't', 'l', 'h', 'f', 'o', 'c', 's', 'e', 'a', 'a', 'n', 's', 'f', 'n', 't', 'l', 'h', 'f', 'o', 'c', 's', 'e', 'a', 'a', 'n', 's', 'f', 'n', 't', 'l', 'h', 'f', 'o', 'c', 's', 'e', 'a', 'a', 'n', 's', 'f', 'n', 't', 'l', 'h', 'f', 'o', 'c', 's', 'e', 'a', 'a', 'n', 's', 'f', 'n', 't', 'l', 'h', 'f', 'o', 'c', 's', 'e', 'a', 'a', 'n', 's', 'f', 'n', 't', 'l', 'h', 'f', 'o', 'c', 's', 'e', 'a', 'a', 'n', 's', 'f'], 'his': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], ' st': ['r', 'r', 'r', 'e', 'r', 'a', 'r', 'r', 'r', 'r', 'e', 'r', 'a', 'r', 'r', 'r', 'r', 'e', 'r', 'a', 'r', 'r', 'r', 'r', 'e', 'r', 'a', 'r', 'r', 'r', 'r', 'e', 'r', 'a', 'r', 'r', 'r', 'r', 'e', 'r', 'a', 'r', 'r'], 'n, ': ['w', 'm', 'w', 'm', 'w', 'm', 'w', 'm', 'w', 'm', 'w', 'm'], 'mom': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'elf': [' ', ' ', ' ', ' ', ' ', ' '], 'ist': ['e', 'e', ' ', 'r', 'e', 'e', ' ', 'r', 'e', 'e', ' ', 'r', 'e', 'e', ' ', 'r', 'e', 'e', ' ', 'r', 'e', 'e', ' ', 'r', 'e', 'e'], 'pap': ['e', 'e', 'e', 'e', 'e', 'e'], ', O': ['h', 'h', 'h', 'h', 'h', 'h'], 'vel': ['y', 'y', 'y', 'y', 'y', 'y'], 'ong': [' ', ' ', 'i', ' ', ' ', 'i', ' ', ' ', 'i', ' ', ' ', 'i', ' ', ' ', 'i', ' ', ' ', 'i'], 'eri': ['d', 'd', 'd', 'd', 'd', 'd'], 'hic': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 'sal': [' ', ' ', ' ', ' ', ' ', ' '], 'flo': ['a', 'a', 'a', 'a', 'a', 'a'], 'e t': ['h', 'r', 'h', 'a', 'r', 'o', 'h', 'h', 'h', 'h', 'r', 'h', 'a', 'r', 'o', 'h', 'h', 'h', 'h', 'r', 'h', 'a', 'r', 'o', 'h', 'h', 'h', 'h', 'r', 'h', 'a', 'r', 'o', 'h', 'h', 'h', 'h', 'r', 'h', 'a', 'r', 'o', 'h', 'h', 'h', 'h', 'r', 'h', 'a', 'r', 'o', 'h', 'h', 'h', 'h', 'r'], 'lin': ['g', 'g', 'g', 'g', 'g', 'g'], ' we': ['i', 'i', 'i', 'i', 'i', 'i'], 'imp': ['e', 'r', 'e', 'r', 'e', 'r', 'e', 'r', 'e', 'r', 'e', 'r'], 'n e': ['t', 't', 't', 't', 't', 't'], 'n I': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'mpr': ['e', 'e', 'e', 'e', 'e', 'e'], 'eni': ['t', 't', 't', 't', 't', 't', 't'], 'ss;': [' ', ' ', ' ', ' ', ' ', ' '], 'ity': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ser': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'f e': ['x', 'x', 'x', 'x', 'x', 'x', 'x'], 'esc': ['r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r'], 'sit': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'fte': ['n', 'n', 'n', 'n', 'n', 'n'], 'al ': ['i', 'l', 'i', 'l', 'i', 'l', 'i', 'l', 'i', 'l', 'i', 'l'], ' en': ['t', 'j', 't', 'j', 't', 'j', 't', 'j', 't', 'j', 't', 'j', 't', 'j'], 'rkn': ['e', 'e', 'e', 'e', 'e', 'e'], 'sio': ['n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n'], 'e h': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'rie': ['n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n'], 'ams': [' ', ' ', ' ', ' ', ' ', ' '], 'whi': ['c', 'c', 'l', 'c', 'c', 'c', 'l', 'c', 'c', 'c', 'l', 'c', 'c', 'c', 'l', 'c', 'c', 'c', 'l', 'c', 'c', 'c', 'l', 'c', 'c', 'c'], 'ow.': [' ', ' ', ' ', ' ', ' ', ' '], 'per': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ens': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'apo': ['u', 'u', 'u', 'u', 'u', 'u'], 'my ': ['e', 'w', 'd', 't', 't', 'f', 'e', 's', 's', 's', 'f', 's', 'e', 'w', 'd', 't', 't', 'f', 'e', 's', 's', 's', 'f', 's', 'e', 'w', 'd', 't', 't', 'f', 'e', 's', 's', 's', 'f', 's', 'e', 'w', 'd', 't', 't', 'f', 'e', 's', 's', 's', 'f', 's', 'e', 'w', 'd', 't', 't', 'f', 'e', 's', 's', 's', 'f', 's', 'e', 'w', 'd', 't', 't', 'f', 'e', 's', 's', 's', 'f', 's', 'e', 'w', 'd', 't'], 'und': [' ', ' ', 'e', ' ', ' ', 'e', ' ', ' ', 'e', ' ', ' ', 'e', ' ', ' ', 'e', ' ', ' ', 'e'], ': w': ['h', 'h', 'h', 'h', 'h', 'h'], 'exq': ['u', 'u', 'u', 'u', 'u', 'u', 'u'], 'ten': ['c', 'c', ' ', 'c', 'c', ' ', 'c', 'c', ' ', 'c', 'c', ' ', 'c', 'c', ' ', 'c', 'c', ' ', 'c', 'c'], ' li': ['k', 'k', 'e', 't', 'k', 'v', 'k', 'k', 'e', 't', 'k', 'v', 'k', 'k', 'e', 't', 'k', 'v', 'k', 'k', 'e', 't', 'k', 'v', 'k', 'k', 'e', 't', 'k', 'v', 'k', 'k', 'e', 't', 'k', 'v', 'k', 'k'], ' fr': ['i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i'], 'ckl': ['i', 'i', 'i', 'i', 'i', 'i'], 'd! ': ['O', 'O', 'O', 'O', 'O', 'O'], 'g w': ['h', 'h', 'h', 'h', 'h', 'h', 'h'], 'pot': [',', ',', ',', ',', ',', ',', ','], 'ey ': ['t', 't', 't', 't', 't', 't'], 'nde': ['r', 's', 'r', 'r', 's', 'r', 'r', 's', 'r', 'r', 's', 'r', 'r', 's', 'r', 'r', 's', 'r', 'r'], 'cts': [' ', ' ', ' ', ' ', ' ', ' '], 'ons': [',', '!', ',', '!', ',', '!', ',', '!', ',', '!', ',', '!'], 'ror': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ars': [' ', ' ', ' ', ' ', ' ', ' '], 'ls ': ['l', 'l', 'l', 'l', 'l', 'l', 'l'], 'oul': [',', 's', 'd', ' ', 'd', 'd', 'd', ',', ' ', ',', 's', 'd', ' ', 'd', 'd', 'd', ',', ' ', ',', 's', 'd', ' ', 'd', 'd', 'd', ',', ' ', ',', 's', 'd', ' ', 'd', 'd', 'd', ',', ' ', ',', 's', 'd', ' ', 'd', 'd', 'd', ',', ' ', ',', 's', 'd', ' ', 'd', 'd', 'd', ',', ' ', ',', 's', 'd'], ' cr': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'A w': ['o', 'o', 'o', 'o', 'o', 'o', 'o'], 'liv': ['i', 'i', 'i', 'i', 'i', 'i'], 'oke': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'raw': ['i', 'i', 'i', 'i', 'i', 'i', 'i'], 'rab': ['l', 'l', 'l', 'l', 'l', 'l'], 'uil': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 's l': ['i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i'], 'oti': ['c', 'c', 'c', 'c', 'c', 'c'], ', a': ['n', 'n', 'n', 's', ' ', 'n', 'n', 's', 'n', 's', 'n', 'n', 'n', 's', ' ', 'n', 'n', 's', 'n', 's', 'n', 'n', 'n', 's', ' ', 'n', 'n', 's', 'n', 's', 'n', 'n', 'n', 's', ' ', 'n', 'n', 's', 'n', 's', 'n', 'n', 'n', 's', ' ', 'n', 'n', 's', 'n', 's', 'n', 'n', 'n', 's', ' ', 'n', 'n', 's', 'n', 's', 'n'], 'spo': ['t', 't', 't', 't', 't', 't', 't'], 't f': ['l', 'l', 'l', 'l', 'l', 'l'], ' ne': ['g', 'v', 'g', 'v', 'g', 'v', 'g', 'v', 'g', 'v', 'g', 'v', 'g'], 've ': ['w', 'w', 'w', 'w', 'w', 'w'], 'ld ': ['b', 'a', 'I', 'd', 'i', 'b', 'a', 'I', 'd', 'i', 'b', 'a', 'I', 'd', 'i', 'b', 'a', 'I', 'd', 'i', 'b', 'a', 'I', 'd', 'i', 'b', 'a', 'I', 'd', 'i', 'b'], 'ty,': [' ', ' ', ' ', ' ', ' ', ' '], 'orn': ['i', 'i', 'i', 'i', 'i', 'i', 'i'], 'n a': ['m', 'n', 'n', 'm', 'n', 'n', 'm', 'n', 'n', 'm', 'n', 'n', 'm', 'n', 'n', 'm', 'n', 'n'], 'r, ': ['l', 'l', 'l', 'l', 'l', 'l'], 'lik': ['e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e'], 'ns!': [' ', ' ', ' ', ' ', ' ', 'A'], 'onc': ['e', 'e', 'e', 'e', 'e', 'e'], 'us,': [' ', ' ', ' ', ' ', ' ', ' '], 'em ': ['t', 't', 't', 't', 't', 't'], ' cl': ['o', 'o', 'o', 'o', 'o', 'o'], 'ant': ['s', 's', 's', 's', 's', 's'], 'e v': ['i', 'i', 'i', 'i', 'i', 'i'], 'few': [' ', ' ', ' ', ' ', ' ', ' '], 'n t': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 'tho': ['u', 'u', 'u', 'u', 'u', 'u'], 'ess': ['i', ' ', ' ', ',', ' ', 'i', ' ', ' ', ',', ' ', 'i', ' ', ' ', ',', ' ', 'i', ' ', ' ', ',', ' ', 'i', ' ', ' ', ',', ' ', 'i', ' ', ' ', ',', ' ', 'i'], 'ngs': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'rid': ['i', 'i', 'i', 'i', 'i', 'i'], 'I a': ['m', 'm', 'm', 'm', 'm', 'm', 'm', 'm', 'm', 'm', 'm', 'm', 'm', 'm'], 'nca': ['p', 'p', 'p', 'p', 'p', 'p', 'p'], 's t': ['a', 'h', 'h', 'o', 'a', 'h', 'h', 'o', 'a', 'h', 'h', 'o', 'a', 'h', 'h', 'o', 'a', 'h', 'h', 'o', 'a', 'h', 'h', 'o', 'a'], 'sus': ['t', 't', 't', 't', 't', 't'], 'y m': ['e', 'e', 'e', 'e', 'e', 'e'], 'ven': [' ', ' ', ' ', ' ', ' ', ' '], 'tle': [' ', 's', ' ', 's', ' ', 's', ' ', 's', ' ', 's', ' ', 's'], ' vi': ['s', 's', 's', 's', 's', 's'], 'g t': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], ' al': ['o', 'l', 'o', 'l', 'o', 'l', 'o', 'l', 'o', 'l', 'o', 'l', 'o'], 're ': ['s', 't', 'n', 's', 't', 'n', 's', 't', 'n', 's', 't', 'n', 's', 't', 'n', 's', 't', 'n', 's', 't'], 'thr': ['o', 'o', 'o', 'o', 'o', 'o'], ' fu': ['l', 'l', 'l', 'l', 'l', 'l'], 'd y': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'of ': ['m', 's', 'e', 's', 'm', 'd', 't', 'm', 't', 't', 't', 't', 'b', 'a', 'm', 't', 't', 't', 'm', 's', 'e', 's', 'm', 'd', 't', 'm', 't', 't', 't', 't', 'b', 'a', 'm', 't', 't', 't', 'm', 's', 'e', 's', 'm', 'd', 't', 'm', 't', 't', 't', 't', 'b', 'a', 'm', 't', 't', 't', 'm', 's', 'e', 's', 'm', 'd', 't', 'm', 't', 't', 't', 't', 'b', 'a', 'm', 't', 't', 't', 'm', 's', 'e', 's', 'm', 'd', 't', 'm', 't', 't', 't', 't', 'b', 'a', 'm', 't', 't', 't', 'm', 's', 'e', 's', 'm', 'd', 't', 'm', 't', 't', 't', 't', 'b', 'a', 'm', 't', 't', 't', 'm', 's', 'e', 's', 'm', 'd'], ' to': [' ', ' ', 'o', ' ', ' ', 'o', ' ', ' ', 'o', ' ', ' ', 'o', ' ', ' ', 'o', ' ', ' ', 'o'], 'tio': ['n', 'n', 'n', 'n', 'n', 'n'], 'eye': ['s', 's', 's', 's', 's', 's'], 'en,': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'an ': ['n', 's', 'e', 'n', 's', 'e', 'n', 's', 'e', 'n', 's', 'e', 'n', 's', 'e', 'n', 's', 'e'], 'nev': ['e', 'e', 'e', 'e', 'e', 'e'], '- b': ['u', 'u', 'u', 'u', 'u', 'u'], 'z o': ['f', 'f', 'f', 'f', 'f', 'f'], 'y h': ['a', 'a', 'a', 'a', 'a', 'a', 'a'], 'pab': ['l', 'l', 'l', 'l', 'l', 'l', 'l'], 'cap': ['a', 'a', 'a', 'a', 'a', 'a', 'a'], 'nfi': ['n', 'n', 'n', 'n', 'n', 'n'], 'e e': ['x', 'a', 'x', 'a', 'x', 'a', 'x', 'a', 'x', 'a', 'x', 'a', 'x'], 'nne': ['r', 'r', 'r', 'r', 'r', 'r'], 'med': [' ', ' ', ' ', ' ', ' ', ' '], 'th ': ['m', 'v', 't', 'o', 's', 'l', '-', 'm', 'v', 't', 'o', 's', 'l', '-', 'm', 'v', 't', 'o', 's', 'l', '-', 'm', 'v', 't', 'o', 's', 'l', '-', 'm', 'v', 't', 'o', 's', 'l', '-', 'm', 'v', 't', 'o', 's', 'l', '-', 'm'], 'Alm': ['i', 'i', 'i', 'i', 'i', 'i'], 'orm': ['s', 'e', ' ', 's', 'e', ' ', 's', 'e', ' ', 's', 'e', ' ', 's', 'e', ' ', 's', 'e', ' '], 'wn ': ['a', 'p', 'i', 'a', 'p', 'i', 'a', 'p', 'i', 'a', 'p', 'i', 'a', 'p', 'i', 'a', 'p', 'i'], 'pre': ['s', 's', 'a', 's', 's', 's', 'a', 's', 's', 's', 'a', 's', 's', 's', 'a', 's', 's', 's', 'a', 's', 's', 's', 'a', 's', 's'], 's b': ['y', 'y', 'y', 'y', 'y', 'y'], 'gra': ['s', 's', 's', 's', 's', 's'], 'ass': [' ', ' ', ' ', ' ', ' ', ' '], 'y, ': ['m', 'I', 'w', 'm', 'I', 'w', 'm', 'I', 'w', 'm', 'I', 'w', 'm', 'I', 'w', 'm', 'I', 'w', 'm'], 'eve': ['r', 'r', 'r', 'r', 'r', 'r'], 'age': [' ', ',', ' ', ',', ' ', ',', ' ', ',', ' ', ',', ' ', ','], 'am ': ['a', 's', 'a', 's', 'a', 's', 'a', 's', 'a', 's', 'a', 's', 'a', 's'], 'rea': ['t', 't', 'm', 't', 'd', 't', 't', 'm', 't', 'd', 't', 't', 'm', 't', 'd', 't', 't', 'm', 't', 'd', 't', 't', 'm', 't', 'd', 't', 't', 'm', 't', 'd', 't'], 'ene': ['t', 't', 't', 't', 't', 't'], 'usa': ['n', 'n', 'n', 'n', 'n', 'n'], 'eav': ['e', 'e', 'e', 'e', 'e', 'e'], 'not': ['i', 'i', 'i', 'i', 'i', 'i'], 'I l': ['i', 'i', 'i', 'i', 'i', 'i'], 'et ': ['m', 'I', 'm', 'I', 'm', 'I', 'm', 'I', 'm', 'I', 'm', 'I', 'm', 'I'], ' th': ['e', 'e', 'i', 'e', 'e', 'a', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'r', 'e', 'e', 'e', 'o', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'a', 'e', 'e', 'e', 'i', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'i', 'e', 'e', 'a', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'r', 'e', 'e', 'e', 'o', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'a', 'e', 'e', 'e', 'i', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'i', 'e', 'e', 'a', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'r', 'e', 'e', 'e', 'o', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'a', 'e', 'e', 'e', 'i', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'i', 'e', 'e', 'a', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'r', 'e', 'e', 'e', 'o', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'a', 'e', 'e', 'e', 'i', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'i', 'e', 'e', 'a', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'r', 'e', 'e', 'e', 'o', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'a', 'e', 'e', 'e', 'i', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'i', 'e', 'e', 'a', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'r', 'e', 'e', 'e', 'o', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'a', 'e', 'e', 'e', 'i', 'e', 'a', 'a', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'i', 'e', 'e', 'a', 'e', 'a'], 'eng': ['t', 't', 't', 't', 't', 't'], 'apa': ['b', 'b', 'b', 'b', 'b', 'b', 'b'], 'nt ': ['m', 'm', 'm', 'm', 'm', 'm', 'm'], 'ngi': ['n', 'n', 'n', 'n', 'n', 'n'], 'st ': ['t', 't', 't', 't', 't', 't'], 'tua': ['r', 'r', 'r', 'r', 'r', 'r'], 'kne': ['s', 's', 's', 's', 's', 's'], 'ssi': ['o', 'o', 'o', 'o', 'o', 'o', 'o'], ', c': ['o', 'o', 'o', 'o', 'o', 'o'], 't i': ['s', 't', 't', 's', 's', 't', 't', 's', 's', 't', 't', 's', 's', 't', 't', 's', 's', 't', 't', 's', 's', 't', 't', 's'], 'e p': ['r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r'], 'be ': ['i', 't', 't', 'i', 't', 't', 'i', 't', 't', 'i', 't', 't', 'i', 't', 't', 'i', 't', 't', 'i'], 'ful': [' ', 'l', ' ', 'l', ' ', 'l', ' ', 'l', ' ', 'l', ' ', 'l', ' '], 'f b': ['l', 'l', 'l', 'l', 'l', 'l'], 'abl': ['e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e'], 'ind': ['e', 'e', 'e', 'e', 'e', 'e'], 'igh': ['t', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't'], 'fol': ['i', 'i', 'i', 'i', 'i', 'i'], 'tro': ['k', 'k', 'k', 'k', 'k', 'k', 'k'], 'sou': ['l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l', 'l'], 's. ': ['I', 'I', 'I', 'I', 'I', 'I', 'I'], 'con': ['c', 'c', 'c', 'c', 'c', 'c'], 'wer': [',', ',', ',', ',', ',', ','], ' va': ['l', 'p', 'l', 'p', 'l', 'p', 'l', 'p', 'l', 'p', 'l', 'p'], 'ce,': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'the': ['s', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 'n', ' ', ' ', ' ', 'n', ' ', 'n', 's', ' ', ' ', ' ', ' ', ' ', 's', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 'n', ' ', ' ', ' ', 'n', ' ', 'n', 's', ' ', ' ', ' ', ' ', ' ', 's', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 'n', ' ', ' ', ' ', 'n', ' ', 'n', 's', ' ', ' ', ' ', ' ', ' ', 's', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 'n', ' ', ' ', ' ', 'n', ' ', 'n', 's', ' ', ' ', ' ', ' ', ' ', 's', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 'n', ' ', ' ', ' ', 'n', ' ', 'n', 's', ' ', ' ', ' ', ' ', ' ', 's', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 'n', ' ', ' ', ' ', 'n', ' ', 'n', 's', ' ', ' ', ' ', ' ', ' ', 's', 's', ' ', ' ', ' ', ' '], 'y d': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'sta': ['l', 'i', 'l', 'i', 'l', 'i', 'l', 'i', 'l', 'i', 'l', 'i'], 'end': [',', ',', ' ', 'o', ',', ',', ' ', 'o', ',', ',', ' ', 'o', ',', ',', ' ', 'o', ',', ',', ' ', 'o', ',', ',', ' ', 'o', ','], 's w': ['i', 'i', 'i', 'i', 'i', 'i'], 'I f': ['e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e'], 'eet': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'f m': ['y', 'e', 'y', 'y', 'y', 'e', 'y', 'y', 'y', 'e', 'y', 'y', 'y', 'e', 'y', 'y', 'y', 'e', 'y', 'y', 'y', 'e', 'y', 'y', 'y', 'e'], 'ous': ['a', 'a', 'a', 'a', 'a', 'a'], 'y w': ['i', 'h', 'i', 'h', 'i', 'h', 'i', 'h', 'i', 'h', 'i', 'h', 'i', 'h'], 'f t': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 't b': ['e', 'e', 'e', 'e', 'e', 'e'], 'fri': ['e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e'], 't. ': ['I', 'I', 'I', 'I', 'I', 'I', 'I'], 'rib': ['a', 'e', 'a', 'e', 'a', 'e', 'a', 'e', 'a', 'e', 'a', 'e'], 'art': ['.', 'i', 'h', 'h', '.', 'i', 'h', 'h', '.', 'i', 'h', 'h', '.', 'i', 'h', 'h', '.', 'i', 'h', 'h', '.', 'i', 'h', 'h', '.'], 'thi': ['s', 'n', 'n', 's', 'n', 'n', 's', 'n', 'n', 's', 'n', 'n', 's', 'n', 'n', 's', 'n', 'n', 's'], 'swe': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'hin': ['k', ' ', 'k', ' ', 'k', ' ', 'k', ' ', 'k', ' ', 'k', ' '], ' bu': ['t', 'z', 't', 't', 'z', 't', 't', 'z', 't', 't', 'z', 't', 't', 'z', 't', 't', 'z', 't'], 'ds ': ['m', 'm', 'm', 'm', 'm', 'm'], 'wou': ['l', 'l', 'l', 'l', 'l', 'l'], 'ins': ['e', ' ', 'e', ' ', 'e', ' ', 'e', ' ', 'e', ' ', 'e', ' '], 'w f': ['a', 'a', 'a', 'a', 'a', 'a'], 'ies': [',', ',', ',', ',', ',', ','], 'nce': [' ', ',', ' ', 'p', ' ', ',', ' ', 'p', ' ', ',', ' ', 'p', ' ', ',', ' ', 'p', ' ', ',', ' ', 'p', ' ', ',', ' ', 'p', ' ', ','], 's m': ['y', 'y', 'y', 'y', 'y', 'y', 'y', 'y', 'y', 'y', 'y', 'y'], 'd s': ['u', 'u', 'u', 'u', 'u', 'u'], 'ept': ['i', 'i', 'i', 'i', 'i', 'i'], 'b i': ['t', 't', 't', 't', 't', 't'], ' of': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 't', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 't', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 't', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 't', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 't', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 't', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'qui': ['s', 'l', 's', 'l', 's', 'l', 's', 'l', 's', 'l', 's', 'l', 's', 'l'], 'n i': ['m', 'm', 'm', 'm', 'm', 'm'], 'gre': ['a', 'a', 'a', 'a', 'a', 'a'], 'e s': ['o', 'w', 'e', 't', 't', 'p', 'o', 'w', 'e', 't', 't', 'p', 'o', 'w', 'e', 't', 't', 'p', 'o', 'w', 'e', 't', 't', 'p', 'o', 'w', 'e', 't', 't', 'p', 'o', 'w', 'e', 't', 't', 'p', 'o', 'w', 'e', 't'], 'el ': ['t', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't'], ', s': ['o', 'o', 'o', 'o', 'o', 'o', 'o'], 'ary': [',', ',', ',', ',', ',', ','], 'lis': ['s', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's'], 'it ': ['f', 'm', 'i', 'f', 'm', 'i', 'f', 'm', 'i', 'f', 'm', 'i', 'f', 'm', 'i', 'f', 'm', 'i'], 's p': ['o', 'o', 'o', 'o', 'o', 'o'], 'win': ['g', 'g', 'g', 'g', 'g', 'g', 'g'], 'eal': [' ', ' ', ' ', ' ', ' ', ' '], 'pri': ['n', 'n', 'n', 'n', 'n', 'n', 'n'], 'I h': ['e', 'e', 'e', 'e', 'e', 'e'], 'tir': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'h I': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ie ': ['c', 'c', 'c', 'c', 'c', 'c'], ' us': [' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' '], 'ul,': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'r a': ['r', 'r', 'l', 'r', 'r', 'l', 'r', 'r', 'l', 'r', 'r', 'l', 'r', 'r', 'l', 'r', 'r', 'l'], 'mag': ['e', 'e', 'e', 'e', 'e', 'e'], 'y t': ['a', 'e', 'r', 'h', 'a', 'e', 'r', 'h', 'a', 'e', 'r', 'h', 'a', 'e', 'r', 'h', 'a', 'e', 'r', 'h', 'a', 'e', 'r', 'h', 'a'], 'ite': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'e, ': ['a', 't', 'a', 'a', 't', 'a', 't', 'a', 'a', 't', 'a', 't', 'a', 'a', 't', 'a', 't', 'a', 'a', 't', 'a', 't', 'a', 'a', 't', 'a', 't', 'a', 'a', 't', 'a', 't'], '- I': [' ', ' ', ' ', ' ', ' ', ' '], 'ts ': ['a', 'a', 'a', 'p', 'a', 'a', 'a', 'p', 'a', 'a', 'a', 'p', 'a', 'a', 'a', 'p', 'a', 'a', 'a', 'p', 'a', 'a', 'a', 'p'], 'zz ': ['o', 'o', 'o', 'o', 'o', 'o'], 'los': ['e', 'e', 'e', 'e', 'e', 'e'], ' up': ['p', 'o', 'p', 'o', 'p', 'o', 'p', 'o', 'p', 'o', 'p', 'o'], 'oft': ['e', 'e', 'e', 'e', 'e', 'e'], 'ppe': ['r', 'r', 'r', 'r', 'r', 'r'], 'l l': ['o', 'o', 'o', 'o', 'o', 'o'], 'ctu': ['a', 'a', 'a', 'a', 'a', 'a'], 'eat': ['e', 'e', 'h', 'e', 'e', 'h', 'e', 'e', 'h', 'e', 'e', 'h', 'e', 'e', 'h', 'e', 'e', 'h', 'e'], 'n h': ['i', 'i', 'i', 'i', 'i', 'i'], ' he': ['a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a', 'a'], 'h -': ['-', '-', '-', '-', '-', '-'], 'dou': ['r', 'r', 'r', 'r', 'r', 'r'], 's o': ['f', 'f', 'f', 'w', 'v', 'f', 'f', 'f', 'w', 'v', 'f', 'f', 'f', 'w', 'v', 'f', 'f', 'f', 'w', 'v', 'f', 'f', 'f', 'w', 'v', 'f', 'f', 'f', 'w', 'v', 'f', 'f'], 'py,': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'd u': ['n', 's', 's', 'n', 's', 's', 'n', 's', 's', 'n', 's', 's', 'n', 's', 's', 'n', 's', 's'], ' do': ['w', 'w', 'w', 'w', 'w', 'w'], 'ge ': ['o', 'o', 'o', 'o', 'o', 'o'], ', l': ['i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i'], ' by': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ull': [' ', ' ', ' ', ' ', ' ', ' '], ' mu': ['c', 'c', 'c', 'c', 'c', 'c'], 'sel': ['f', 'f', 'f', 'f', 'f', 'f'], '!A ': ['w'], 'is ': ['s', 'o', 'l', 't', 't', 's', 'o', 'l', 't', 't', 's', 'o', 'l', 't', 't', 's', 'o', 'l', 't', 't', 's', 'o', 'l', 't', 't', 's', 'o', 'l', 't', 't', 's'], 'dra': ['w', 'w', 'w', 'w', 'w', 'w', 'w'], 'ns ': ['u', 'u', 'u', 'u', 'u', 'u'], 'who': ['l', ' ', 'l', ' ', 'l', ' ', 'l', ' ', 'l', ' ', 'l', ' ', 'l'], 'th,': [' ', ' ', ' ', ' ', ' ', ' '], 'I e': ['n', 'n', 'n', 'n', 'n', 'n', 'n'], 'ms ': ['w', 's', 'o', 'w', 's', 'o', 'w', 's', 'o', 'w', 's', 'o', 'w', 's', 'o', 'w', 's', 'o'], 'eig': ['h', 'h', 'h', 'h', 'h', 'h'], 'er ': ['w', 'a', 's', 's', 'a', 't', 'w', 'a', 's', 's', 'a', 't', 'w', 'a', 's', 's', 'a', 't', 'w', 'a', 's', 's', 'a', 't', 'w', 'a', 's', 's', 'a', 't', 'w', 'a', 's', 's', 'a', 't'], 'ved': [' ', ' ', ' ', ' ', ' ', ' '], 'enj': ['o', 'o', 'o', 'o', 'o', 'o', 'o'], 'f d': ['r', 'o', 'r', 'o', 'r', 'o', 'r', 'o', 'r', 'o', 'r', 'o', 'r'], 'elo': ['v', 'v', 'v', 'v', 'v', 'v'], 'rfu': ['l', 'l', 'l', 'l', 'l', 'l', 'l'], ' in': [' ', ' ', 'c', 't', 'n', 'd', 's', ' ', ' ', ' ', 'f', ' ', ' ', 'c', 't', 'n', 'd', 's', ' ', ' ', ' ', 'f', ' ', ' ', 'c', 't', 'n', 'd', 's', ' ', ' ', ' ', 'f', ' ', ' ', 'c', 't', 'n', 'd', 's', ' ', ' ', ' ', 'f', ' ', ' ', 'c', 't', 'n', 'd', 's', ' ', ' ', ' ', 'f', ' ', ' ', 'c', 't', 'n', 'd', 's', ' ', ' ', ' ', 'f', ' ', ' ', 'c'], 'bel': ['o', 'o', 'o', 'o', 'o', 'o'], 'res': ['e', 'e', 's', 's', 'e', 'e', 's', 's', 'e', 'e', 's', 's', 'e', 'e', 's', 's', 'e', 'e', 's', 's', 'e', 'e', 's', 's', 'e'], 'inc': ['a', 'a', 'a', 'a', 'a', 'a', 'a'], ' am': [' ', ' ', 'o', 'o', ' ', ' ', 'o', 'o', ' ', ' ', 'o', 'o', ' ', ' ', 'o', 'o', ' ', ' ', 'o', 'o', ' ', ' ', 'o', 'o', ' ', ' '], 'e a': ['t', 't', 't', 't', 't', 't', 't'], 't m': ['o', 'y', 'o', 'i', 'o', 'y', 'o', 'i', 'o', 'y', 'o', 'i', 'o', 'y', 'o', 'i', 'o', 'y', 'o', 'i', 'o', 'y', 'o', 'i', 'o', 'y', 'o'], 'ot,': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'kno': ['w', 'w', 'w', 'w', 'w', 'w'], 'o h': ['a', 'a', 'a', 'a', 'a', 'a', 'a'], 'gin': ['g', 'g', 'g', 'g', 'g', 'g'], 'o m': ['u', 'u', 'u', 'u', 'u', 'u'], 'oat': ['s', 's', 's', 's', 's', 's'], 'e w': ['o', 'h', 'e', 'o', 'h', 'e', 'o', 'h', 'e', 'o', 'h', 'e', 'o', 'h', 'e', 'o', 'h', 'e'], 'cou': ['n', 'l', 'l', 'n', 'l', 'l', 'n', 'l', 'l', 'n', 'l', 'l', 'n', 'l', 'l', 'n', 'l', 'l'], 'h v': ['a', 'a', 'a', 'a', 'a', 'a'], 'tha': ['t', 't', 'n', 't', 't', 't', 't', 't', 'n', 't', 't', 't', 't', 't', 'n', 't', 't', 't', 't', 't', 'n', 't', 't', 't', 't', 't', 'n', 't', 't', 't', 't', 't', 'n', 't', 't', 't', 't', 't'], 'l i': ['n', 'n', 's', 'n', 'n', 's', 'n', 'n', 's', 'n', 'n', 's', 'n', 'n', 's', 'n', 'n', 's'], 'muc': ['h', 'h', 'h', 'h', 'h', 'h'], ' at': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'rou': ['n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n'], 'ith': [' ', ' ', ' ', ' ', 'i', ' ', ' ', ' ', ' ', 'i', ' ', ' ', ' ', ' ', 'i', ' ', ' ', ' ', ' ', 'i', ' ', ' ', ' ', ' ', 'i', ' ', ' ', ' ', ' ', 'i', ' '], ' da': ['r', 'r', 'r', 'r', 'r', 'r'], 'l g': ['r', 'r', 'r', 'r', 'r', 'r'], 's! ': ['A', 'A', 'A', 'A', 'A'], 'nin': ['g', 'g', 'g', 'g', 'g', 'g', 'g'], 'e. ': ['I', 'I', 'I', 'I', 'I', 'I', 'I'], 'row': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ick': ['l', 'l', 'l', 'l', 'l', 'l'], 't u': ['n', 'n', 'n', 'n', 'n', 'n'], 'joy': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'wei': ['g', 'g', 'g', 'g', 'g', 'g'], 't, ': ['w', 'w', 'w', 'w', 'w', 'w', 'w'], ' fo': ['r', 'l', 'r', 'r', 'r', 'r', 'r', 'l', 'r', 'r', 'r', 'r', 'r', 'l', 'r', 'r', 'r', 'r', 'r', 'l', 'r', 'r', 'r', 'r', 'r', 'l', 'r', 'r', 'r', 'r', 'r', 'l', 'r', 'r', 'r', 'r', 'r'], 'hty': [',', ',', ',', ',', ',', ','], 'on ': ['o', 'p', 'o', 'p', 'o', 'p', 'o', 'p', 'o', 'p', 'o', 'p', 'o'], ' dw': ['e', 'e', 'e', 'e', 'e', 'e'], 'lan': ['t', 't', 't', 't', 't', 't'], 'n n': ['o', 'o', 'o', 'o', 'o', 'o'], ' sh': ['o', 'o', 'o', 'o', 'o', 'o', 'o'], 'tea': ['l', 'l', 'l', 'l', 'l', 'l'], 'len': ['t', 'd', 't', 'd', 't', 'd', 't', 'd', 't', 'd', 't', 'd', 't'], 'se ': ['s', 'o', 't', 'c', 'v', 's', 'o', 't', 'c', 'v', 's', 'o', 't', 'c', 'v', 's', 'o', 't', 'c', 'v', 's', 'o', 't', 'c', 'v', 's', 'o', 't', 'c', 'v', 's', 'o'], 'pla': ['n', 'n', 'n', 'n', 'n', 'n'], 'njo': ['y', 'y', 'y', 'y', 'y', 'y', 'y'], 'd I': [' ', ' ', ' ', ' ', ' ', ' '], 'he ': ['c', 'b', 'e', 'p', 'l', 'm', 'u', 'i', 'i', 't', 't', 'e', 'b', 'l', 's', 'c', 'i', 'p', 'A', 'b', 'f', 'm', 'm', 'i', 'w', 's', 'c', 'b', 'e', 'p', 'l', 'm', 'u', 'i', 'i', 't', 't', 'e', 'b', 'l', 's', 'c', 'i', 'p', 'A', 'b', 'f', 'm', 'm', 'i', 'w', 's', 'c', 'b', 'e', 'p', 'l', 'm', 'u', 'i', 'i', 't', 't', 'e', 'b', 'l', 's', 'c', 'i', 'p', 'A', 'b', 'f', 'm', 'm', 'i', 'w', 's', 'c', 'b', 'e', 'p', 'l', 'm', 'u', 'i', 'i', 't', 't', 'e', 'b', 'l', 's', 'c', 'i', 'p', 'A', 'b', 'f', 'm', 'm', 'i', 'w', 's', 'c', 'b', 'e', 'p', 'l', 'm', 'u', 'i', 'i', 't', 't', 'e', 'b', 'l', 's', 'c', 'i', 'p', 'A', 'b', 'f', 'm', 'm', 'i', 'w', 's', 'c', 'b', 'e', 'p', 'l', 'm', 'u', 'i', 'i', 't', 't', 'e', 'b', 'l', 's', 'c', 'i', 'p', 'A', 'b', 'f', 'm', 'm', 'i', 'w', 's', 'c', 'b', 'e', 'p'], ' co': ['u', 'u', 'n', 'u', 'u', 'u', 'n', 'u', 'u', 'u', 'n', 'u', 'u', 'u', 'n', 'u', 'u', 'u', 'n', 'u', 'u', 'u', 'n', 'u'], 'ted': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ath': [' ', ' ', ' ', ' ', ' ', ' '], 'me,': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'lon': ['e', 'g', 'e', 'g', 'e', 'g', 'e', 'g', 'e', 'g', 'e', 'g', 'e'], 'now': ['.', 'n', '.', 'n', '.', 'n', '.', 'n', '.', 'n', '.', 'n'], 'e l': ['o', 'i', 'o', 'i', 'o', 'i', 'o', 'i', 'o', 'i', 'o', 'i'], 'ver': [' ', 's', 's', ' ', 's', 's', ' ', 's', 's', ' ', 's', 's', ' ', 's', 's', ' ', 's', 's'], 'des': ['c', 'c', 'c', 'c', 'c', 'c', 'c', 'c', 'c', 'c', 'c', 'c'], 'mon': ['g', 'g', 'g', 'g', 'g', 'g', 'g', 'g', 'g', 'g', 'g', 'g'], 'rth': [',', ' ', ',', ' ', ',', ' ', ',', ' ', ',', ' ', ',', ' '], 'ake': ['n', 'n', 'n', 'n', 'n', 'n', 'n'], 'dia': ['n', 'n', 'n', 'n', 'n', 'n'], 'rb ': ['i', 'i', 'i', 'i', 'i', 'i'], 'le ': ['h', 'o', 's', 't', 'f', 'w', 'f', 'h', 'o', 's', 't', 'f', 'w', 'f', 'h', 'o', 's', 't', 'f', 'w', 'f', 'h', 'o', 's', 't', 'f', 'w', 'f', 'h', 'o', 's', 't', 'f', 'w', 'f', 'h', 'o', 's', 't', 'f', 'w', 'f', 'h', 'o', 's'], 's a': [' ', 'r', 'n', 'n', 'r', ' ', 'r', 'n', 'n', 'r', ' ', 'r', 'n', 'n', 'r', ' ', 'r', 'n', 'n', 'r', ' ', 'r', 'n', 'n', 'r', ' ', 'r', 'n', 'n', 'r'], 'ng ': ['w', 'a', 't', 's', 't', 's', 'w', 'a', 't', 's', 't', 's', 'w', 'a', 't', 's', 't', 's', 'w', 'a', 't', 's', 't', 's', 'w', 'a', 't', 's', 't', 's', 'w', 'a', 't', 's', 't', 's', 'w', 'a'], ' O ': ['m', 'm', 'm', 'm', 'm', 'm'], 'uni': ['v', 'v', 'v', 'v', 'v', 'v'], 'g a': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'en ': ['p', 'I', 'I', 'd', 'a', 'I', 't', 'p', 'I', 'I', 'd', 'a', 'I', 't', 'p', 'I', 'I', 'd', 'a', 'I', 't', 'p', 'I', 'I', 'd', 'a', 'I', 't', 'p', 'I', 'I', 'd', 'a', 'I', 't', 'p', 'I', 'I', 'd', 'a', 'I', 't', 'p'], 'ay ': ['g', 'g', 'g', 'g', 'g', 'g'], 'd g': ['r', 'r', 'r', 'r', 'r', 'r'], 'a b': ['e', 'e', 'e', 'e', 'e', 'e'], 'y e': ['n', 'y', 'n', 'y', 'n', 'y', 'n', 'y', 'n', 'y', 'n', 'y', 'n'], ' ea': ['r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r'], 'urf': ['a', 'a', 'a', 'a', 'a', 'a'], 'er,': [' ', ' ', ' ', ' ', ' ', ' '], 'xis': ['t', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't', 't'], ' Al': ['m', 'm', 'm', 'm', 'm', 'm'], 'r m': ['y', 'y', 'y', 'y', 'y', 'y'], 'ley': [' ', ' ', ' ', ' ', ' ', ' '], 'wel': ['l', 'l', 'l', 'l', 'l', 'l'], 'fac': ['e', 'e', 'e', 'e', 'e', 'e'], 'd f': ['e', 'o', 'l', 'e', 'o', 'l', 'e', 'o', 'l', 'e', 'o', 'l', 'e', 'o', 'l', 'e', 'o', 'l', 'e', 'o'], 'rme': ['d', 'd', 'd', 'd', 'd', 'd'], 'I n': ['e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e'], 'tre': ['e', 'a', 's', 'n', 'e', 'a', 's', 'n', 'e', 'a', 's', 'n', 'e', 'a', 's', 'n', 'e', 'a', 's', 'n', 'e', 'a', 's', 'n'], 'n s': ['u', 't', 'u', 't', 'u', 't', 'u', 't', 'u', 't', 'u', 't'], ' A ': ['w', 'w', 'w', 'w', 'w'], 'ke ': ['t', 'm', 'a', 't', 't', 'm', 'a', 't', 't', 'm', 'a', 't', 't', 'm', 'a', 't', 't', 'm', 'a', 't', 't', 'm', 'a', 't', 't', 'm', 'a'], 'ne,': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'ers': ['a', 'p', 'a', 'p', 'a', 'p', 'a', 'p', 'a', 'p', 'a', 'p'], 'ce ': ['i', 'o', 'o', 'i', 'o', 'o', 'i', 'o', 'o', 'i', 'o', 'o', 'i', 'o', 'o', 'i', 'o', 'o', 'i'], 'rld': [' ', ' ', ' ', ' ', ' ', ' '], 'ell': [' ', ' ', ' ', ' ', ' ', ' '], 'e m': ['i', 'e', 'i', 'i', 'i', 'e', 'i', 'i', 'i', 'e', 'i', 'i', 'i', 'e', 'i', 'i', 'i', 'e', 'i', 'i', 'i', 'e', 'i', 'i', 'i'], 'enc': ['e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e'], 'e A': ['l', 'l', 'l', 'l', 'l', 'l'], 'ale': ['n', 'n', 'n', 'n', 'n', 'n', 'n'], 'a f': ['e', 'e', 'e', 'e', 'e', 'e'], 'pon': [' ', ' ', ' ', ' ', ' ', ' '], 'fin': ['i', 'i', 'i', 'i', 'i', 'i'], ' sw': ['e', 'e', 'e', 'e', 'e', 'e', 'e'], 'uzz': [' ', ' ', ' ', ' ', ' ', ' '], 'oun': ['d', 't', 'd', 'd', 't', 'd', 'd', 't', 'd', 'd', 't', 'd', 'd', 't', 'd', 'd', 't', 'd'], 'h b': ['e', 'e', 'e', 'e', 'e', 'e'], 'h, ': ['a', 'w', 'a', 'w', 'a', 'w', 'a', 'w', 'a', 'w', 'a', 'w'], 'ain': ['s', 's', 's', 's', 's', 's'], 'ne.': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'war': ['m', 'm', 'm', 'm', 'm', 'm'], 'oy ': ['w', 'w', 'w', 'w', 'w', 'w', 'w'], 'ur ': ['a', 'o', 'a', 'o', 'a', 'o', 'a', 'o', 'a', 'o', 'a', 'o'], 'ul ': ['s', 'a', 'i', 's', 'a', 'i', 's', 'a', 'i', 's', 'a', 'i', 's', 'a', 'i', 's', 'a', 'i', 's'], 'hen': [',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' ', ',', ' ', ' '], ' ta': ['k', 'l', 'l', 'k', 'l', 'l', 'k', 'l', 'l', 'k', 'l', 'l', 'k', 'l', 'l', 'k', 'l', 'l', 'k', 'l'], 'me:': [' ', ' ', ' ', ' ', ' ', ' '], ' ch': ['a', 'a', 'a', 'a', 'a', 'a', 'a'], 'n m': ['y', 'e', 'y', 'e', 'y', 'e', 'y', 'e', 'y', 'e', 'y', 'e'], 'am;': [' ', ' ', ' ', ' ', ' ', ' '], '! A': [' ', ' ', ' ', ' ', ' '], ' pr': ['e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e'], 'clo': ['s', 's', 's', 's', 's', 's'], 'ner': [' ', ' ', ' ', ' ', ' ', ' '], ' ar': ['t', 'o', 'e', 'o', 't', 'o', 'e', 'o', 't', 'o', 'e', 'o', 't', 'o', 'e', 'o', 't', 'o', 'e', 'o', 't', 'o', 'e', 'o'], 'mis': ['t', 't', 't', 't', 't', 't'], 'r o': ['f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f', 'f'], 'ed ': ['f', 'i', 'b', 'u', 'm', 'f', 'i', 'b', 'u', 'm', 'f', 'i', 'b', 'u', 'm', 'f', 'i', 'b', 'u', 'm', 'f', 'i', 'b', 'u', 'm', 'f', 'i', 'b', 'u', 'm', 'f', 'i'], 'so ': ['h', 'a', 'f', 'h', 'a', 'f', 'h', 'a', 'f', 'h', 'a', 'f', 'h', 'a', 'f', 'h', 'a', 'f', 'h', 'a'], 'rsp': ['r', 'r', 'r', 'r', 'r', 'r'], 'g s': ['t', 'o', 't', 'o', 't', 'o', 't', 'o', 't', 'o', 't', 'o'], 'nd ': ['f', 'y', 'm', 't', 'b', 'u', 'g', 'f', 't', 's', 'u', 't', 'h', 'e', 'a', 'w', '-', 'f', 'y', 'm', 't', 'b', 'u', 'g', 'f', 't', 's', 'u', 't', 'h', 'e', 'a', 'w', '-', 'f', 'y', 'm', 't', 'b', 'u', 'g', 'f', 't', 's', 'u', 't', 'h', 'e', 'a', 'w', '-', 'f', 'y', 'm', 't', 'b', 'u', 'g', 'f', 't', 's', 'u', 't', 'h', 'e', 'a', 'w', '-', 'f', 'y', 'm', 't', 'b', 'u', 'g', 'f', 't', 's', 'u', 't', 'h', 'e', 'a', 'w', '-', 'f', 'y', 'm', 't', 'b', 'u', 'g', 'f', 't', 's', 'u', 't', 'h', 'e', 'a', 'w', '-', 'f', 'y'], 'by ': ['t', 'm', 't', 'm', 't', 'm', 't', 'm', 't', 'm', 't', 'm'], ' Go': ['d', 'd', 'd', 'd', 'd', 'd'], 'ete': ['r', 'r', 'r', 'r', 'r', 'r'], 'ect': [' ', 's', ' ', 's', ' ', 's', ' ', 's', ' ', 's', ' ', 's', ' '], 'ike': [' ', ' ', 's', ' ', ' ', ' ', 's', ' ', ' ', ' ', 's', ' ', ' ', ' ', 's', ' ', ' ', ' ', 's', ' ', ' ', ' ', 's', ' ', ' ', ' '], 'vap': ['o', 'o', 'o', 'o', 'o', 'o'], 'rfa': ['c', 'c', 'c', 'c', 'c', 'c'], ' po': ['s', 'w', 's', 'w', 's', 'w', 's', 'w', 's', 'w', 's', 'w', 's'], 'ole': [' ', ' ', ' ', ' ', ' ', ' ', ' '], ' wa': ['s', 's', 'r', 's', 's', 'r', 's', 's', 'r', 's', 's', 'r', 's', 's', 'r', 's', 's', 'r', 's'], 'ust': ['a', 'a', 'a', 'a', 'a', 'a'], 'rbe': ['d', 'd', 'd', 'd', 'd', 'd', 'd'], 'upp': ['e', 'e', 'e', 'e', 'e', 'e'], 'fli': ['e', 'e', 'e', 'e', 'e', 'e'], 'one': [',', ',', ',', ',', ',', ',', ','], 'lov': ['e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e', 'e'], 'a s': ['i', 'i', 'i', 'i', 'i', 'i', 'i'], 'ly ': ['v', 'v', 'v', 'v', 'v', 'v'], 'ile': [' ', ' ', ' ', ' ', ' ', ' '], 'lmi': ['g', 'g', 'g', 'g', 'g', 'g'], 'lec': ['t', 't', 't', 't', 't', 't', 't'], ' te': ['e', 'e', 'e', 'e', 'e', 'e'], 'rni': ['n', 't', 'n', 't', 'n', 't', 'n', 't', 'n', 't', 'n', 't', 'n'], 'ibe': [' ', ' ', ' ', ' ', ' ', ' '], 'y f': ['r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r', 'r'], ' pa': ['p', 'p', 'p', 'p', 'p', 'p'], 'e u': ['p', 'p', 'p', 'p', 'p', 'p'], 'cri': ['b', 'b', 'b', 'b', 'b', 'b', 'b', 'b', 'b', 'b', 'b', 'b'], 'ich': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'tal': ['e', 'l', 'k', 'e', 'l', 'k', 'e', 'l', 'k', 'e', 'l', 'k', 'e', 'l', 'k', 'e', 'l', 'k', 'e'], 'ks,': [' ', ' ', ' ', ' ', ' ', ' '], 'y o': ['f', 'f', 'f', 'f', 'f', 'f'], 'd a': ['m', 'b', 'm', 'b', 'm', 'b', 'm', 'b', 'm', 'b', 'm', 'b'], 'rsa': ['l', 'l', 'l', 'l', 'l', 'l'], 'awi': ['n', 'n', 'n', 'n', 'n', 'n', 'n'], 'lit': ['t', 't', 't', 't', 't', 't'], ' bl': ['i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i'], 'eam': ['s', ';', 's', ';', 's', ';', 's', ';', 's', ';', 's', ';'], 'r f': ['r', 'r', 'r', 'r', 'r', 'r', 'r'], 'nse': [' ', 'c', ' ', 'c', ' ', 'c', ' ', 'c', ' ', 'c', ' ', 'c', ' '], 'as ': ['t', 'c', 'a', 'I', 'i', 'm', 't', 'c', 'a', 'I', 'i', 'm', 't', 'c', 'a', 'I', 'i', 'm', 't', 'c', 'a', 'I', 'i', 'm', 't', 'c', 'a', 'I', 'i', 'm', 't', 'c', 'a', 'I', 'i', 'm', 't', 'c'], 'spr': ['i', 'e', 'i', 'e', 'i', 'e', 'i', 'e', 'i', 'e', 'i', 'e', 'i'], 'nts': ['.', ' ', '.', ' ', '.', ' ', '.', ' ', '.', ' ', '.', ' ', '.'], 't I': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ''], ' ab': ['s', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's', 's'], 't t': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], ' pl': ['a', 'a', 'a', 'a', 'a', 'a'], 'g, ': ['O', 'O', 'O', 'O', 'O', 'O'], 'pou': ['r', 'r', 'r', 'r', 'r', 'r'], 'hro': ['w', 'w', 'w', 'w', 'w', 'w'], 'alk': ['s', 's', 's', 's', 's', 's'], ' gr': ['e', 'a', 'o', 'e', 'a', 'o', 'e', 'a', 'o', 'e', 'a', 'o', 'e', 'a', 'o', 'e', 'a', 'o'], 'yse': ['l', 'l', 'l', 'l', 'l', 'l'], 'ced': [' ', ' ', ' ', ' ', ' ', ' '], 'wit': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 'e b': ['l', 'u', 'r', 'l', 'u', 'r', 'l', 'u', 'r', 'l', 'u', 'r', 'l', 'u', 'r', 'l', 'u', 'r', 'l'], 'and': [' ', ' ', ' ', ' ', ',', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ',', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ',', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ',', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ',', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ',', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'h o': ['f', 'f', 'f', 'f', 'f', 'f'], ' de': ['a', 's', 'a', 's', 'a', 's', 'a', 's', 'a', 's', 'a', 's', 'a'], 'a g': ['r', 'r', 'r', 'r', 'r', 'r'], 'ese': [' ', 'n', 'n', ' ', ' ', ' ', 'n', 'n', ' ', ' ', ' ', 'n', 'n', ' ', ' ', ' ', 'n', 'n', ' ', ' ', ' ', 'n', 'n', ' ', ' ', ' ', 'n', 'n', ' ', ' ', ' ', 'n'], '. W': ['h', 'h', 'h', 'h', 'h', 'h'], 'vis': ['i', 'i', 'i', 'i', 'i', 'i'], 'w. ': ['W', 'W', 'W', 'W', 'W', 'W'], 'ric': ['k', 'k', 'k', 'k', 'k', 'k'], 'd t': ['h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h', 'h'], 'e c': ['h', 'l', 'o', 'o', 'h', 'l', 'o', 'o', 'h', 'l', 'o', 'o', 'h', 'l', 'o', 'o', 'h', 'l', 'o', 'o', 'h', 'l', 'o', 'o', 'h'], 'arm': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 'tic': ['e', 'e', 'e', 'e', 'e', 'e'], 'rik': ['e', 'e', 'e', 'e', 'e', 'e'], 'xqu': ['i', 'i', 'i', 'i', 'i', 'i', 'i'], 'pos': ['s', 's', 's', 's', 's', 's', 's'], ' ha': ['s', 'p', 's', 'p', 's', 'p', 's', 'p', 's', 'p', 's', 'p', 's', 'p'], 'm t': ['o', 'o', 'o', 'o', 'o', 'o'], 'ss,': [' ', ' ', ' ', ' ', ' ', ' '], ' br': ['e', 'e', 'e', 'e', 'e', 'e'], 'ses': ['s', 's', 's', 's', 's', 's', 's'], 'abs': ['o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o', 'o'], 'orb': ['e', ' ', 'e', ' ', 'e', ' ', 'e', ' ', 'e', ' ', 'e', ' ', 'e'], 'lea': ['m', 'm', 'm', 'm', 'm', 'm'], 'w s': ['t', 't', 't', 't', 't', 't'], 'ape': ['r', 'r', 'r', 'r', 'r', 'r'], 'k u': ['n', 'n', 'n', 'n', 'n', 'n'], 'ren': ['i', 'g', 'i', 'g', 'i', 'g', 'i', 'g', 'i', 'g', 'i', 'g', 'i'], '; a': ['n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n', 'n'], ' is': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], ' my': [' ', ' ', ' ', ' ', ' ', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', 's', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' '], 's I': [' ', ' ', ' ', ' ', ' ', ' '], 'iss': [' ', ';', ' ', ';', ' ', ';', ' ', ';', ' ', ';', ' ', ';', ' '], ' hi': ['s', 's', 's', 's', 's', 's'], 'ing': ['s', ' ', ' ', 'l', ' ', ',', ' ', 's', ' ', ' ', 'l', ' ', ',', ' ', 's', ' ', ' ', 'l', ' ', ',', ' ', 's', ' ', ' ', 'l', ' ', ',', ' ', 's', ' ', ' ', 'l', ' ', ',', ' ', 's', ' ', ' ', 'l', ' ', ',', ' ', 's', ' ', ' ', 'l'], 'ter': [' ', 'n', ' ', 'n', ' ', 'n', ' ', 'n', ' ', 'n', ' ', 'n'], 'won': ['d', 'd', 'd', 'd', 'd', 'd', 'd'], 'uls': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'us ': ['i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i', 'i'], 'inf': ['i', 'i', 'i', 'i', 'i', 'i'], 'at ': ['I', 't', 'I', 'u', 'i', 'i', 'I', 't', 'I', 'u', 'i', 'i', 'I', 't', 'I', 'u', 'i', 'i', 'I', 't', 'I', 'u', 'i', 'i', 'I', 't', 'I', 'u', 'i', 'i', 'I', 't', 'I', 'u', 'i', 'i', 'I', 't', 'I'], 'wor': ['l', 'l', 'l', 'l', 'l', 'l'], 'uar': ['y', 'y', 'y', 'y', 'y', 'y'], 'ch ': ['I', 'w', 'b', 'f', 'I', 'w', 'b', 'f', 'I', 'w', 'b', 'f', 'I', 'w', 'b', 'f', 'I', 'w', 'b', 'f', 'I', 'w', 'b', 'f', 'I', 'w'], 'ire': [' ', ' ', ' ', ' ', ' ', ' ', ' '], 'kli': ['n', 'n', 'n', 'n', 'n', 'n'], 'I c': ['o', 'o', 'o', 'o', 'o', 'o'], 'rm ': ['o', 'o', 'w', 'o', 'o', 'w', 'o', 'o', 'w', 'o', 'o', 'w', 'o', 'o', 'w', 'o', 'o', 'w', 'o'], 'h f': ['o', 'o', 'o', 'o', 'o', 'o'], 'bre': ['a', 'a', 'a', 'a', 'a', 'a'], 'lle': ['y', 'y', 'y', 'y', 'y', 'y'], 'rti': ['s', 's', 's', 's', 's', 's'], 'gro': ['w', 'w', 'w', 'w', 'w', 'w'], 'hap': ['p', 'p', 'p', 'p', 'p', 'p', 'p'], 'ely': [' ', ' ', ' ', ' ', ' ', ' ']}\n"
     ]
    }
   ],
   "source": [
    "MarkovList = {}\n",
    "ordre = 3\n",
    "for i in range(len(txt) - ordre + 1):\n",
    "    gram = txt[i:i+ ordre]\n",
    "    #MarkovList.append(txt[i:i+3])\n",
    "    if gram not in MarkovList:\n",
    "        MarkovList[gram] = []\n",
    "    MarkovList[gram].append(txt[i + ordre : i + ordre + 1])\n",
    "print(MarkovList)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The generation of text\n",
    "after difining our states we can build our n-gram model and generate our text ,so first we need to define a starting point ,here we start with the first gram in our dictionary which is ** currentgram ** then with the function ** random ** we pick the next character to add to our result chain (** rslt **) from the array of that gram and we set the range of the for loop to 500 so that the final result will be a 504 character text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import random\n",
    "def GenrerMarkovText(txt,order,MarkovList):\n",
    "    currentgram = txt[0:order]\n",
    "    rslt = currentgram\n",
    "    for i in range(500):\n",
    "        possbilite = MarkovList[currentgram]\n",
    "        nextt = random.choice(possbilite)\n",
    "        \n",
    "        #print(rslt)\n",
    "        rslt +=nextt\n",
    "        lenth = len(rslt) \n",
    "        currentgram = rslt[lenth - ordre:lenth]\n",
    "        #print('C-'+currentMot)\n",
    "    print(rslt)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## final result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "A wonderful and form with love weight be trike the infinite splent mine. I sink with vapour of the foliage of my friend, who ful sence, a beloved me: while of thouls little heaven darkness by me, the spring a greads my friend, soul, and the little of the inner sustainse charm of these charm with my so happy, my talend, and yet mine. I the press of throw familiage, as into that the eart. I shousanctuary, my deartisteal lovely valley teem too much was to the upon of the mirror the preath of the close\n"
     ]
    }
   ],
   "source": [
    "GenrerMarkovText(txt,ordre,MarkovList)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}