Find occurrences of suffixes so we can calculate their productivity (for Ling 523)

suffixes.ipynb

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  {
   "cells": [
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Collect words with suffixes\n",
      "===========================\n",
      "\n",
      "Find all the words in the Brown corpus with the nominalizers *-ness*, *-ity*, and *-th*.  "
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import nltk\n",
      "brown = [ w.lower() for w in nltk.corpus.brown.words() if w.isalpha() ]\n",
      "freq = nltk.FreqDist(brown)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 3
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "print sorted(w for w in freq if w.endswith('th'))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "[u'acth', u'aftermath', u'ainsworth', u'anaprapath', u'bandwidth', u'barth', u'bath', u'bayreuth', u'beckworth', u'becometh', u'believeth', u'beneath', u'berth', u'beth', u'birdbath', u'birth', u'blacksmith', u'blyth', u'booth', u'both', u'breadth', u'breath', u'broth', u'cheesecloth', u'chenoweth', u'childbirth', u'cleanth', u'cloth', u'cometh', u'commonwealth', u'corinth', u'cottonmouth', u'dartmouth', u'dearth', u'death', u'depth', u'dilworth', u'drouth', u'earth', u'edith', u'eighteenth', u'eighth', u'eleventh', u'elisabeth', u'elizabeth', u'ellsworth', u'eyeteeth', u'faith', u'falmouth', u'farnworth', u'fifteenth', u'fifth', u'fiftieth', u'filth', u'followeth', u'footpath', u'forsyth', u'forth', u'fourteenth', u'fourth', u'froth', u'garth', u'girth', u'giveth', u'goldsmith', u'griffith', u'groth', u'growth', u'hath', u'hawksworth', u'health', u'hearth', u'henceforth', u'herewith', u'howorth', u'hundredth', u'interfaith', u'judith', u'keith', u'kenilworth', u'kenneth', u'kililngsworth', u'killingsworth', u'killpath', u'knoweth', u'kornbluth', u'labyrinth', u'lambeth', u'lath', u'leavenworth', u'length', u'loath', u'loincloth', u'macbeth', u'mammoth', u'math', u'meredith', u'mirth', u'molesworth', u'monmouth', u'monolith', u'month', u'moth', u'mouth', u'myth', u'naturopath', u'nawth', u'nineteenth', u'ninetieth', u'ninth', u'north', u'oath', u'oilcloth', u'outgrowth', u'path', u'pebworth', u'pith', u'plath', u'plymouth', u'portsmouth', u'psychopath', u'rebirth', u'reifenrath', u'rexroth', u'ridpath', u'ruth', u'sabbath', u'saith', u'seventeenth', u'seventh', u'sheath', u'shibboleth', u'sixteenth', u'sixth', u'smith', u'smooth', u'south', u'standeth', u'stealth', u'strength', u'sulamith', u'swath', u'teeth', u'tenth', u'thenceforth', u'therewith', u'thirteenth', u'thirtieth', u'thousandth', u'tilth', u'tooth', u'trusteth', u'truth', u'twelfth', u'twentieth', u'undergrowth', u'underneath', u'unearth', u'untruth', u'vermouth', u'vieth', u'warmth', u'wavelength', u'waymouth', u'wealth', u'wentworth', u'wherewith', u'widsith', u'width', u'with', u'wordsworth', u'worth', u'wrath', u'wreath', u'youth', u'zenith']\n"
       ]
      }
     ],
     "prompt_number": 4
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "th = set([u'birth', u'breadth', u'dearth', u'death', u'depth', u'drouth', u'filth', u'girth', u'growth', u'health', \n",
      "          u'length', u'mirth', u'stealth', u'strength', u'tilth', u'truth', u'warmth', u'wealth', u'width'])"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 5
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "print sorted(w for w in freq if w.endswith('ness'))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "[u'abruptness', u'absoluteness', u'abstractedness', u'acquisitiveness', u'adroitness', u'aggressiveness', u'agreeableness', u'alertness', u'allusiveness', u'aloneness', u'aloofness', u'amateurishness', u'appropriateness', u'aptness', u'artfulness', u'assertiveness', u'astuteness', u'awareness', u'awfulness', u'awkwardness', u'badness', u'baldness', u'balkiness', u'baroness', u'bitterness', u'blackness', u'blandness', u'blindness', u'bluntness', u'boldness', u'brashness', u'brazenness', u'brightness', u'briskness', u'business', u'busyness', u'callousness', u'calmness', u'carefulness', u'carelessness', u'cheerfulness', u'childishness', u'chumminess', u'clannishness', u'clearness', u'cleverness', u'cloddishness', u'closeness', u'coarseness', u'cohesiveness', u'coldness', u'commonness', u'completeness', u'conciseness', u'consciousness', u'coolness', u'correctness', u'courtliness', u'covetousness', u'coyness', u'crassness', u'creativeness', u'credulousness', u'crispness', u'curtness', u'dampness', u'darkness', u'deadliness', u'deadness', u'decisiveness', u'decorativeness', u'defensiveness', u'deftness', u'directness', u'discursiveness', u'disorderliness', u'dizziness', u'dreariness', u'drunkenness', u'dryness', u'dullness', u'eagerness', u'earnestness', u'effectiveness', u'elusiveness', u'emptiness', u'exclusiveness', u'expansiveness', u'explicitness', u'expressiveness', u'expressivness', u'exquisiteness', u'extraneousness', u'eyewitness', u'fairness', u'familiarness', u'fierceness', u'fineness', u'firmness', u'fitness', u'flatness', u'fondness', u'foolishness', u'forcefulness', u'forgetfulness', u'forgiveness', u'forthrightness', u'frankness', u'freshness', u'friendliness', u'fruitfulness', u'fullness', u'garishness', u'gentleness', u'giddiness', u'givenness', u'gladness', u'godliness', u'goodness', u'governess', u'greatness', u'greenness', u'grimness', u'guardedness', u'guiltiness', u'happiness', u'hardness', u'harness', u'harshness', u'haughtiness', u'heaviness', u'helpfulness', u'helplessness', u'highness', u'hoarseness', u'holiness', u'hollowness', u'homesickness', u'hopelessness', u'humanness', u'huskiness', u'idleness', u'illness', u'inappropriateness', u'incisiveness', u'inclusiveness', u'incompleteness', u'indecisiveness', u'indefiniteness', u'ineffectiveness', u'ineptness', u'interconnectedness', u'inwardness', u'jewishness', u'joblessness', u'justness', u'kindliness', u'kindness', u'laxness', u'lightness', u'likeness', u'lioness', u'literalness', u'liveliness', u'loneliness', u'looseness', u'lousiness', u'loveliness', u'ludicrousness', u'madness', u'maleness', u'manliness', u'meaningfulness', u'meanness', u'mustiness', u'nakedness', u'narrowness', u'naturalness', u'nearness', u'neatness', u'neighborliness', u'nervousness', u'nothingness', u'numbness', u'objectiveness', u'obtrusiveness', u'obviousness', u'oneness', u'orderliness', u'oversoftness', u'paleness', u'passiveness', u'pastness', u'patroness', u'pettiness', u'physicalness', u'pleasantness', u'plumpness', u'politeness', u'pompousness', u'powerfulness', u'preparedness', u'presentness', u'prettiness', u'proneness', u'queasiness', u'quickness', u'quietness', u'raggedness', u'readiness', u'realness', u'recklessness', u'relatedness', u'relentlessness', u'religiousness', u'remoteness', u'resourcefulness', u'responsiveness', u'restlessness', u'retentiveness', u'richness', u'righteousness', u'rightness', u'robustness', u'roughness', u'roundness', u'ruddiness', u'rudeness', u'ruefulness', u'ruthlessness', u'sacredness', u'sadness', u'saintliness', u'sameness', u'scratchiness', u'selfishness', u'selflessness', u'separateness', u'seriousness', u'sethness', u'shallowness', u'sharpness', u'shortness', u'shortsightedness', u'shrillness', u'sickness', u'sinfulness', u'singleness', u'sinuousness', u'skillfulness', u'slovenliness', u'slowness', u'slyness', u'smallness', u'smoothness', u'softness', u'solicitousness', u'soreness', u'soundness', u'spaciousness', u'speechlessness', u'squeamishness', u'staginess', u'steadiness', u'stiffness', u'stillness', u'strangeness', u'stubbornness', u'suddenness', u'suppleness', u'surfaceness', u'sweetness', u'swiftness', u'tactlessness', u'tardiness', u'tenderness', u'thankfulness', u'thickness', u'thinness', u'thoroughness', u'thoughtfulness', u'tidiness', u'timeliness', u'tiredness', u'togetherness', u'toughness', u'truthfulness', u'tunefulness', u'ugliness', u'unawareness', u'underhandedness', u'uneasiness', u'unhappiness', u'uniqueness', u'unnaturalness', u'unpleasantness', u'unselfconsciousness', u'untidiness', u'untrustworthiness', u'unwillingness', u'usefulness', u'uselessness', u'vagueness', u'viciousness', u'vividness', u'vociferousness', u'wakefulness', u'weakness', u'weariness', u'weightlessness', u'wetness', u'whiteness', u'wholeness', u'wickedness', u'wilderness', u'wildness', u'willingness', u'witness', u'wonderfulness', u'worthlessness', u'wretchedness']\n"
       ]
      }
     ],
     "prompt_number": 6
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "ness = [u'abruptness', u'absoluteness', u'abstractedness', u'acquisitiveness', u'adroitness', u'aggressiveness', u'agreeableness',\n",
      "        u'alertness', u'allusiveness', u'aloneness', u'aloofness', u'amateurishness', u'appropriateness', u'aptness', u'artfulness',\n",
      "        u'assertiveness', u'astuteness', u'awareness', u'awfulness', u'awkwardness', u'badness', u'baldness', u'balkiness', \n",
      "        u'baroness', u'bitterness', u'blackness', u'blandness', u'blindness', u'bluntness', u'boldness', u'brashness', u'brazenness',\n",
      "        u'brightness', u'briskness', u'busyness', u'callousness', u'calmness', u'carefulness', u'carelessness', u'cheerfulness', \n",
      "        u'childishness', u'chumminess', u'clannishness', u'clearness', u'cleverness', u'cloddishness', u'closeness', u'coarseness', \n",
      "        u'cohesiveness', u'coldness', u'commonness', u'completeness', u'conciseness', u'consciousness', u'coolness', u'correctness', \n",
      "        u'courtliness', u'covetousness', u'coyness', u'crassness', u'creativeness', u'credulousness', u'crispness', u'curtness', \n",
      "        u'dampness', u'darkness', u'deadliness', u'deadness', u'decisiveness', u'decorativeness', u'defensiveness', u'deftness', \n",
      "        u'directness', u'discursiveness', u'disorderliness', u'dizziness', u'dreariness', u'drunkenness', u'dryness', u'dullness', \n",
      "        u'eagerness', u'earnestness', u'effectiveness', u'elusiveness', u'emptiness', u'exclusiveness', u'expansiveness', \n",
      "        u'explicitness', u'expressiveness', u'expressivness', u'exquisiteness', u'extraneousness', u'fairness', u'familiarness', \n",
      "        u'fierceness', u'fineness', u'firmness', u'fitness', u'flatness', u'fondness', u'foolishness', u'forcefulness', \n",
      "        u'forgetfulness', u'forgiveness', u'forthrightness', u'frankness', u'freshness', u'friendliness', u'fruitfulness', \n",
      "        u'fullness', u'garishness', u'gentleness', u'giddiness', u'givenness', u'gladness', u'godliness', u'goodness', u'greatness', \n",
      "        u'greenness', u'grimness', u'guardedness', u'guiltiness', u'happiness', u'hardness', u'harshness', u'haughtiness', \n",
      "        u'heaviness', u'helpfulness', u'helplessness', u'highness', u'hoarseness', u'holiness', u'hollowness', u'homesickness',\n",
      "        u'hopelessness', u'humanness', u'huskiness', u'idleness', u'illness', u'inappropriateness', u'incisiveness', \n",
      "        u'inclusiveness', u'incompleteness', u'indecisiveness', u'indefiniteness', u'ineffectiveness', u'ineptness', \n",
      "        u'interconnectedness', u'inwardness', u'jewishness', u'joblessness', u'justness', u'kindliness', u'kindness', \n",
      "        u'laxness', u'lightness', u'likeness', u'lioness', u'literalness', u'liveliness', u'loneliness', u'looseness',\n",
      "        u'lousiness', u'loveliness', u'ludicrousness', u'madness', u'maleness', u'manliness', u'meaningfulness', \n",
      "        u'meanness', u'mustiness', u'nakedness', u'narrowness', u'naturalness', u'nearness', u'neatness', u'neighborliness', \n",
      "        u'nervousness', u'nothingness', u'numbness', u'objectiveness', u'obtrusiveness', u'obviousness', u'oneness', \n",
      "        u'orderliness', u'oversoftness', u'paleness', u'passiveness', u'pastness', u'pettiness', u'physicalness', \n",
      "        u'pleasantness', u'plumpness', u'politeness', u'pompousness', u'powerfulness', u'preparedness', u'presentness',\n",
      "        u'prettiness', u'proneness', u'queasiness', u'quickness', u'quietness', u'raggedness', u'readiness', u'realness', \n",
      "        u'recklessness', u'relatedness', u'relentlessness', u'religiousness', u'remoteness', u'resourcefulness', \n",
      "        u'responsiveness', u'restlessness', u'retentiveness', u'richness', u'righteousness', u'rightness', u'robustness', \n",
      "        u'roughness', u'roundness', u'ruddiness', u'rudeness', u'ruefulness', u'ruthlessness', u'sacredness', u'sadness', \n",
      "        u'saintliness', u'sameness', u'scratchiness', u'selfishness', u'selflessness', u'separateness', u'seriousness', \n",
      "        u'sethness', u'shallowness', u'sharpness', u'shortness', u'shortsightedness', u'shrillness', u'sickness', \n",
      "        u'sinfulness', u'singleness', u'sinuousness', u'skillfulness', u'slovenliness', u'slowness', u'slyness', \n",
      "        u'smallness', u'smoothness', u'softness', u'solicitousness', u'soreness', u'soundness', u'spaciousness', \n",
      "        u'speechlessness', u'squeamishness', u'staginess', u'steadiness', u'stiffness', u'stillness', u'strangeness', \n",
      "        u'stubbornness', u'suddenness', u'suppleness', u'surfaceness', u'sweetness', u'swiftness', u'tactlessness', \n",
      "        u'tardiness', u'tenderness', u'thankfulness', u'thickness', u'thinness', u'thoroughness', u'thoughtfulness',\n",
      "        u'tidiness', u'timeliness', u'tiredness', u'togetherness', u'toughness', u'truthfulness', u'tunefulness', u'ugliness',\n",
      "        u'unawareness', u'underhandedness', u'uneasiness', u'unhappiness', u'uniqueness', u'unnaturalness', u'unpleasantness',\n",
      "        u'unselfconsciousness', u'untidiness', u'untrustworthiness', u'unwillingness', u'usefulness', u'uselessness', \n",
      "        u'vagueness', u'viciousness', u'vividness', u'vociferousness', u'wakefulness', u'weakness', u'weariness', \n",
      "        u'weightlessness', u'wetness', u'whiteness', u'wholeness', u'wickedness', u'wildness', u'willingness', \n",
      "        u'wonderfulness', u'worthlessness', u'wretchedness']"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 7
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "print set(w for w in freq if w.endswith('ity'))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "set([u'practicability', u'similarity', u'carnality', u'reversibility', u'integrity', u'rigidity', u'polarity', u'unanimity', u'electricity', u'disability', u'originality', u'tranquillity', u'tenacity', u'verity', u'passivity', u'hypercellularity', u'felicity', u'rationality', u'austerity', u'intellectuality', u'convexity', u'celebrity', u'humidity', u'indemnity', u'dexterity', u'artificiality', u'nullity', u'precocity', u'feasibility', u'scarcity', u'perplexity', u'profitability', u'unreality', u'eligibility', u'femininity', u'humility', u'criminality', u'sentimentality', u'enmity', u'vulnerability', u'bellicosity', u'maneuverability', u'virility', u'hospitality', u'confidentiality', u'declivity', u'falsity', u'flexibility', u'laity', u'loquacity', u'subjectivity', u'particularity', u'uniformity', u'impunity', u'insecurity', u'impartiality', u'centrality', u'totality', u'credulity', u'formality', u'visibility', u'eccentricity', u'charity', u'frivolity', u'informality', u'conformity', u'mutuality', u'ingenuity', u'harrity', u'purity', u'typicality', u'spinnability', u'invulnerability', u'differentiability', u'stupidity', u'actuality', u'simplicity', u'minority', u'marketability', u'finality', u'legality', u'curiosity', u'solidarity', u'determinability', u'inactivity', u'liability', u'debility', u'commodity', u'emotionality', u'complexity', u'responsibility', u'irregularity', u'immensity', u'circularity', u'magnanimity', u'entity', u'stability', u'alacrity', u'incapacity', u'ity', u'fidelity', u'equanimity', u'relativity', u'vicinity', u'immortality', u'rancidity', u'lethality', u'sterility', u'universality', u'immobility', u'singularity', u'irrationality', u'unpredictability', u'susceptibility', u'celerity', u'equality', u'university', u'capability', u'superficiality', u'inequality', u'instability', u'durability', u'desirability', u'familarity', u'avidity', u'enormity', u'seniority', u'absurdity', u'irritability', u'impurity', u'viability', u'unambiguity', u'objectivity', u'discontinuity', u'inferiority', u'possibility', u'paucity', u'proportionality', u'obesity', u'eventuality', u'imperfectability', u'scrupulosity', u'indivisibility', u'probity', u'audacity', u'serenity', u'obscurity', u'probability', u'municipality', u'antiquity', u'peculiarity', u'permissibility', u'specificity', u'anonymity', u'clarity', u'quality', u'hypocellularity', u'city', u'periodicity', u'restorability', u'priority', u'brevity', u'chastity', u'ferocity', u'inscrutability', u'agility', u'mentality', u'suitability', u'versatility', u'conventionality', u'solemnity', u'excitability', u'rarity', u'calamity', u'subhumanity', u'respectability', u'generality', u'joviality', u'sincerity', u'modality', u'prosperity', u'directivity', u'amorality', u'gravity', u'majority', u'reactivity', u'sorority', u'insularity', u'solidity', u'timidity', u'viscosity', u'insanity', u'viscoelasticity', u'morality', u'popularity', u'consanguinity', u'deductibility', u'profundity', u'liquidity', u'hypervelocity', u'survivability', u'disunity', u'longevity', u'sanctity', u'inviolability', u'acceptability', u'immaturity', u'incorruptibility', u'availability', u'divinity', u'spirituality', u'spontaneity', u'ambiguity', u'equity', u'rotundity', u'mortality', u'personality', u'continuity', u'publicity', u'hostility', u'crudity', u'lucidity', u'sociability', u'domesticity', u'luminosity', u'palatability', u'syllabicity', u'activity', u'compressibility', u'fertility', u'sensuality', u'sensitivity', u'intensity', u'deity', u'conductivity', u'gentility', u'capacity', u'plasticity', u'maturity', u'familiarity', u'incompatibility', u'perfectability', u'frugality', u'variability', u'ability', u'procreativity', u'advisability', u'fatality', u'nationality', u'pity', u'assiduity', u'legibility', u'piezoelectricity', u'conceptuality', u'fraternity', u'suability', u'obscenity', u'virtuosity', u'indefinity', u'community', u'monumentality', u'heredity', u'applicability', u'monstrosity', u'triviality', u'futility', u'irresponsibility', u'creativity', u'compatability', u'trinity', u'diversity', u'musicality', u'optimality', u'captivity', u'practicality', u'civility', u'directionality', u'sexuality', u'profanity', u'reproducibility', u'regularity', u'punctuality', u'productivity', u'severity', u'unity', u'hilarity', u'infinity', u'deformity', u'fecundity', u'necessity', u'liberality', u'opportunity', u'identity', u'incredulity', u'formability', u'inability', u'proximity', u'incongruity', u'homogeneity', u'potentiality', u'temerity', u'density', u'mobility', u'spatiality', u'disparity', u'affinity', u'depravity', u'humanity', u'sociality', u'fluidity', u'criticality', u'complicity', u'suavity', u'corporeality', u'vanity', u'dignity', u'brutality', u'compulsivity', u'aridity', u'irreproducibility', u'superiority', u'mediocrity', u'profoundity', u'adversity', u'virginity', u'religiosity', u'veracity', u'authority', u'perfectibility', u'selectivity', u'rapidity', u'sanity', u'cavity', u'ritiuality', u'masculinity', u'posterity', u'vivacity', u'multiversity', u'security', u'modernity', u'sonority', u'christianity', u'facility', u'elasticity', u'neutrality', u'utility', u'infidelity', u'congeniality', u'accountability', u'unreliability', u'suggestibility', u'autosuggestibility', u'immorality', u'tranquility', u'amity', u'vitality', u'livability', u'historicity', u'extremity', u'multiplicity', u'marginality', u'generosity', u'lobularity', u'gullibility', u'individuality', u'acidity', u'nudity', u'authenticity', u'accessibility', u'reliability', u'levity', u'predictability', u'analyticity', u'locality', u'credibility', u'reality', u'porosity', u'immunity', u'eternity', u'polity', u'validity', u'velocity', u'animosity', u'infirmity', u'radioactivity', u'inevitability', u'impossibility', u'nobility', u'nonreactivity', u'prolixity', u'sensibility', u'quantity'])\n"
       ]
      }
     ],
     "prompt_number": 8
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "ity = set([u'practicability', u'similarity', u'carnality', u'reversibility', u'rigidity', u'polarity', \n",
      "           u'electricity', u'originality', u'tranquillity', u'passivity',\n",
      "           u'hypercellularity', u'rationality', u'austerity', u'intellectuality', u'convexity', \n",
      "           u'humidity', u'artificiality', u'nullity', u'feasibility', u'scarcity', \n",
      "           u'profitability', u'unreality', u'eligibility', u'femininity', u'criminality', \n",
      "           u'sentimentality', u'vulnerability', u'bellicosity', u'maneuverability', u'virility',\n",
      "           u'confidentiality', u'falsity', u'flexibility', u'subjectivity', \n",
      "           u'particularity', u'uniformity', u'insecurity', u'impartiality', u'centrality', u'totality',\n",
      "           u'formality', u'visibility', u'eccentricity', u'informality', u'conformity',\n",
      "           u'mutuality', u'purity', u'typicality', u'spinnability', u'invulnerability', u'differentiability', \n",
      "           u'stupidity', u'actuality', u'simplicity', u'minority', u'marketability', u'finality', u'legality', u'curiosity', \n",
      "           u'determinability', u'inactivity', u'liability', u'emotionality', \n",
      "           u'complexity', u'responsibility', u'irregularity', u'immensity', u'circularity', u'stability', \n",
      "           u'relativity', u'immortality', u'rancidity', \n",
      "           u'lethality', u'sterility', u'universality', u'immobility', u'singularity', u'irrationality', u'unpredictability', \n",
      "           u'susceptibility',u'equality',  u'capability', u'superficiality', u'inequality', u'instability', \n",
      "           u'durability', u'desirability', u'familarity', u'avidity', u'seniority', u'absurdity', u'irritability',\n",
      "           u'impurity', u'viability', u'objectivity', u'inferiority', u'possibility', \n",
      "           u'proportionality', u'obesity', u'eventuality', u'imperfectability', u'scrupulosity', u'indivisibility',\n",
      "           u'serenity', u'obscurity', u'probability', u'municipality', u'peculiarity', \n",
      "           u'permissibility', u'specificity', u'hypocellularity', u'periodicity', u'restorability', \n",
      "           u'priority', u'chastity', u'inscrutability', u'agility', u'mentality', u'suitability',\n",
      "           u'versatility', u'conventionality', u'solemnity', u'excitability', u'rarity', u'subhumanity', \n",
      "           u'respectability', u'generality', u'joviality', u'sincerity', u'modality', u'directivity', \n",
      "           u'amorality', u'majority', u'reactivity', u'insularity', u'solidity', u'timidity',\n",
      "           u'insanity', u'viscoelasticity', u'morality', u'popularity', u'deductibility', \n",
      "           u'profundity', u'liquidity', u'survivability', \n",
      "           u'inviolability', u'acceptability', u'immaturity', u'incorruptibility', u'availability', u'divinity', \n",
      "           u'spirituality', u'rotundity', u'mortality', u'personality', \n",
      "           u'publicity', u'hostility', u'crudity', u'lucidity', u'sociability', u'domesticity', u'luminosity',\n",
      "           u'palatability', u'syllabicity', u'activity', u'compressibility', u'fertility', u'sensuality', u'sensitivity', \n",
      "           u'intensity', u'conductivity', u'gentility', u'plasticity', u'maturity', u'familiarity',\n",
      "           u'incompatibility', u'perfectability', u'frugality', u'variability', u'ability', u'procreativity', u'advisability',\n",
      "           u'fatality',  u'legibility', u'piezoelectricity', u'conceptuality',  \n",
      "           u'obscenity', u'virtuosity', u'monumentality', u'applicability', \n",
      "           u'monstrosity', u'triviality', u'futility', u'irresponsibility', u'creativity', u'compatability',  \n",
      "           u'diversity', u'musicality', u'optimality', u'captivity', u'practicality', u'civility', u'directionality', \n",
      "           u'sexuality', u'profanity', u'reproducibility', u'regularity', u'punctuality', u'productivity', u'severity', \n",
      "           u'deformity', u'fecundity', u'liberality', u'opportunity', \n",
      "           u'incredulity', u'formability', u'inability', \n",
      "           u'potentiality', u'density', u'mobility', u'spatiality', u'depravity', \n",
      "           u'humanity', u'sociality', u'fluidity', u'criticality', u'complicity', u'suavity', u'corporeality', u'vanity', \n",
      "           u'brutality', u'compulsivity', u'aridity', u'irreproducibility', u'superiority', u'mediocrity', \n",
      "           u'profoundity', u'adversity', u'virginity', u'religiosity', u'perfectibility', \n",
      "           u'selectivity', u'rapidity', u'sanity', u'masculinity', u'vivacity', \n",
      "           u'security', u'modernity', u'christianity', u'facility', u'elasticitity',\n",
      "           u'neutrality', u'congeniality', u'accountability', u'unreliability', u'suggestibility',\n",
      "           u'autosuggestibility', u'immorality', u'tranquility', u'vitality', u'livability', u'historicity', u'extremity', \n",
      "           u'marginality', u'generosity', u'lobularity', u'gullibility', u'individuality', u'acidity',\n",
      "           u'nudity', u'authenticity', u'accessibility', u'reliability', u'predictability', u'analyticity', \n",
      "           u'locality', u'credibility', u'reality', u'porosity', u'immunity', u'validity',\n",
      "           u'animosity', u'infirmity', u'radioactivity', u'inevitability', u'impossibility', u'nobility', u'nonreactivity', \n",
      "           u'prolixity', u'sensibility'])"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 9
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "print len(th),len(ness),len(ity)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "19 314 290\n"
       ]
      }
     ],
     "prompt_number": 10
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from cPickle import dump\n",
      "dump((ness, ity, th), open('suffixes.dat','w'))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 11
    }
   ],
   "metadata": {}
  }
 ]
}