Training.ipynb

{
 "cells": [
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "Author: Shayon Gupta\n",
    "Training Ml model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import nltk"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#defining features\n",
    "def word_features(word):\n",
    "    feature = dict(starting_letter = word[0],last_letter = word[-1:],last2_letters = word[-2:],last3_letters = word[-3:])\n",
    "    return feature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "dictionary = open('English_dictionary.txt','r',encoding='utf8').readlines()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['A \\n',\n",
       " '\\n',\n",
       " '\\n',\n",
       " '\\n',\n",
       " 'A-  prefix (also an- before a vowel sound) not, without (amoral). [greek]\\n',\n",
       " '\\n',\n",
       " 'Aa  abbr. 1 automobile association. 2 alcoholics anonymous. 3 anti-aircraft.\\n',\n",
       " '\\n',\n",
       " 'Aardvark  n. Mammal with a tubular snout and a long tongue, feeding on termites. [afrikaans]\\n',\n",
       " '\\n',\n",
       " 'Ab-  prefix off, away, from (abduct). [latin]\\n',\n",
       " '\\n',\n",
       " 'Aback  adv. \\x7f take aback surprise, disconcert. [old english: related to *a2]\\n',\n",
       " '\\n',\n",
       " 'Abacus  n. (pl. -cuses) 1 frame with wires along which beads are slid for calculating. 2 archit. Flat slab on top of a capital. [latin from greek from hebrew]\\n',\n",
       " '\\n',\n",
       " 'Abaft  naut. —adv. In the stern half of a ship. —prep. Nearer the stern than. [from *a2, -baft: see *aft]\\n',\n",
       " '\\n',\n",
       " \"Abandon  —v. 1 give up. 2 forsake, desert. 3 (often foll. By to; often refl.) Yield to a passion, another's control, etc. —n. Freedom from inhibitions. \\x7f abandonment n. [french: related to *ad-, *ban]\\n\",\n",
       " '\\n',\n",
       " 'Abandoned  adj. 1 deserted, forsaken. 2 unrestrained, profligate.\\n',\n",
       " '\\n',\n",
       " 'Abase  v. (-sing) (also refl.) Humiliate, degrade. \\x7f abasement n. [french: related to *ad-, *base2]\\n',\n",
       " '\\n',\n",
       " 'Abashed  predic. Adj. Embarrassed, disconcerted. [french es- *ex-1, baïr astound]\\n',\n",
       " '\\n',\n",
       " 'Abate  v. (-ting) make or become less strong etc.; diminish. \\x7f abatement n. [french abatre from latin batt(u)o beat]\\n',\n",
       " '\\n',\n",
       " 'Abattoir  n. Slaughterhouse. [french abatre fell, as *abate]\\n',\n",
       " '\\n',\n",
       " 'Abbacy  n. (pl. -ies) office or jurisdiction of an abbot or abbess. [latin: related to *abbot]\\n',\n",
       " '\\n',\n",
       " 'Abbé  n. (in france) abbot or priest. [french from latin: related to *abbot]\\n',\n",
       " '\\n',\n",
       " 'Abbess  n. Head of a community of nuns.\\n',\n",
       " '\\n',\n",
       " 'Abbey  n. (pl. -s) 1 building(s) occupied by a community of monks or nuns. 2 the community itself. 3 building that was once an abbey.\\n',\n",
       " '\\n',\n",
       " 'Abbot  n. Head of a community of monks. [old english from latin abbas]\\n',\n",
       " '\\n',\n",
       " 'Abbreviate  v. (-ting) shorten, esp. Represent (a word etc.) By a part of it. \\x7f abbreviation n. [latin: related to *brief]\\n',\n",
       " '\\n',\n",
       " 'Abc  n. 1 the alphabet. 2 rudiments of a subject. 3 alphabetical guide.\\n',\n",
       " '\\n',\n",
       " 'Abdicate  v. (-ting) 1 (usu. Absol.) Give up or renounce (the throne). 2 renounce (a duty, right, etc.). \\x7f abdication n. [latin dico declare]\\n',\n",
       " '\\n',\n",
       " 'Abdomen  n. 1 the belly, including the stomach, bowels, etc. 2 the hinder part of an insect etc. \\x7f abdominal adj. [latin]\\n',\n",
       " '\\n',\n",
       " 'Abduct  v. Carry off or kidnap illegally. \\x7f abduction n. Abductor n. [latin duco lead]\\n',\n",
       " '\\n',\n",
       " \"Abeam  adv. At right angles to a ship's or an aircraft's length.\\n\",\n",
       " '\\n',\n",
       " 'Aberdeen angus  n. Animal of a scottish breed of hornless black cattle. [aberdeen in scotland]\\n',\n",
       " '\\n',\n",
       " 'Aberdonian  —adj. Of aberdeen. —n. Native or citizen of aberdeen. [medieval latin]\\n',\n",
       " '\\n',\n",
       " 'Aberrant  adj. Deviating from what is normal or accepted. [latin: related to *err]\\n',\n",
       " '\\n',\n",
       " 'Aberration  n. 1 aberrant behaviour; moral or mental lapse. 2 biol. Deviation from a normal type. 3 distortion of an image because of a defect in a lens or mirror. 4 astron. Apparent displacement of a celestial body.\\n',\n",
       " '\\n',\n",
       " 'Abet  v. (-tt-) (usu. In aid and abet) encourage or assist (an offender or offence). [french: related to *ad-, *bait]\\n',\n",
       " '\\n',\n",
       " 'Abeyance  n. (usu. Prec. By in, into) temporary disuse. [french: related to *ad-, beer gape]\\n',\n",
       " '\\n',\n",
       " 'Abhor  v. (-rr-) detest; regard with disgust. [latin: related to *horror\\n',\n",
       " '\\n',\n",
       " 'Abhorrence  n. Disgust; detestation.\\n',\n",
       " '\\n',\n",
       " 'Abhorrent  adj. (often foll. By to) disgusting or hateful.\\n',\n",
       " '\\n',\n",
       " \"Abide  v. (-ding; past abided or rarely abode) 1 (usu. In neg.) Tolerate, endure (can't abide him). 2 (foll. By by) a act in accordance with (abide by the rules). B keep (a promise). 3 archaic remain, continue. [old english a- intensive prefix, *bide]\\n\",\n",
       " '\\n',\n",
       " 'Abiding  adj. Enduring, permanent.\\n',\n",
       " '\\n',\n",
       " 'Ability  n. (pl. -ies) 1 (often foll. By to + infin.) Capacity or power. 2 cleverness, talent. [french: related to *able]\\n',\n",
       " '\\n',\n",
       " '-ability  suffix forming nouns of quality from, or corresponding to, adjectives in -able.\\n',\n",
       " '\\n',\n",
       " 'Ab initio  adv. From the beginning. [latin]\\n',\n",
       " '\\n',\n",
       " 'Abject  adj. Miserable, wretched; degraded; despicable. \\x7f abjection n. [latin jacio -ject- throw]\\n',\n",
       " '\\n',\n",
       " 'Abjure  v. (-ring) renounce on oath (an opinion, cause, etc.). \\x7f abjuration n. [latin juro swear]\\n',\n",
       " '\\n',\n",
       " 'Ablative  gram. —n. Case (in latin) of nouns and pronouns indicating an agent, instrument, or location. —adj. Of or in the ablative. [latin ablatus taken away]\\n',\n",
       " '\\n',\n",
       " 'Ablaze  predic. Adj. & adv. 1 on fire. 2 glittering, glowing. 3 greatly excited.\\n',\n",
       " '\\n',\n",
       " 'Able  adj. (abler, ablest) 1 (often foll. By to + infin.; used esp. In is able, will be able, etc., replacing tenses of can) having the capacity or power (not able to come). 2 talented, clever. \\x7f ably adv. [latin habilis]\\n',\n",
       " '\\n',\n",
       " '-able  suffix forming adjectives meaning: 1 that may or must be (eatable; payable). 2 that can be made the subject of (dutiable; objectionable). 3 relevant to or in accordance with (fashionable; seasonable). [latin -abilis]\\n',\n",
       " '\\n',\n",
       " 'Able-bodied  adj. Fit, healthy.\\n',\n",
       " '\\n',\n",
       " 'Able-bodied seaman  n. Ordinary trained seaman.\\n',\n",
       " '\\n',\n",
       " 'Ablution  n. (usu. In pl.) 1 ceremonial washing of the hands, sacred vessels, etc. 2 colloq. A ordinary bodily washing. B place for this. [latin ablutio from luo lut- wash]\\n',\n",
       " '\\n',\n",
       " '-ably  suffix forming adverbs corresponding to adjectives in -able.\\n',\n",
       " '\\n',\n",
       " 'Abm  abbr. Anti-ballistic missile.\\n',\n",
       " '\\n',\n",
       " 'Abnegate  v. (-ting) give up or renounce (a pleasure or right etc.). [latin nego deny]\\n',\n",
       " '\\n',\n",
       " 'Abnegation  n. Denial; renunciation of a doctrine.\\n',\n",
       " '\\n',\n",
       " 'Abnormal  adj. Deviating from the norm; exceptional. \\x7f abnormality n. (pl. -ies). Abnormally adv. [french: related to *anomalous]\\n',\n",
       " '\\n',\n",
       " 'Abo  (also abo) austral. Slang usu. Offens. —n. (pl. -s) aboriginal. —adj. Aboriginal. [abbreviation]\\n',\n",
       " '\\n',\n",
       " 'Aboard  adv. & prep. On or into (a ship, aircraft, etc.). [from *a2]\\n',\n",
       " '\\n',\n",
       " 'Abode1  n. Dwelling-place. [related to *abide]\\n',\n",
       " '\\n',\n",
       " 'Abode2  see *abide.\\n',\n",
       " '\\n',\n",
       " 'Abolish  v. Put an end to (esp. A custom or institution). [latin aboleo destroy]\\n',\n",
       " '\\n',\n",
       " 'Abolition  n. Abolishing or being abolished. \\x7f abolitionist n.\\n',\n",
       " '\\n',\n",
       " 'A-bomb  n. = *atomic bomb. [a for *atomic]\\n',\n",
       " '\\n',\n",
       " 'Abominable  adj. 1 detestable, loathsome. 2 colloq. Very unpleasant (abominable weather). \\x7f abominably adv. [latin abominor deprecate]\\n',\n",
       " '\\n',\n",
       " 'Abominable snowman  n. Supposed manlike or bearlike himalayan animal; yeti.\\n',\n",
       " '\\n',\n",
       " 'Abominate  v. (-ting) detest, loathe. \\x7f abomination n. [latin: related to *abominable]\\n',\n",
       " '\\n',\n",
       " 'Aboriginal  —adj. 1 indigenous, inhabiting a land from the earliest times, esp. Before the arrival of colonists. 2 (usu. Aboriginal) of australian aborigines. —n. 1 aboriginal inhabitant. 2 (usu. Aboriginal) aboriginal inhabitant of australia. [latin: related to *origin]\\n',\n",
       " '\\n',\n",
       " 'Aborigine  n. (usu. In pl.) 1 aboriginal inhabitant. 2 (usu. Aborigine) aboriginal inhabitant of australia.\\n',\n",
       " '\\n',\n",
       " 'Usage  when referring to the people, aboriginal is preferred for the singular form and aborigines for the plural, although aboriginals is also acceptable.\\n',\n",
       " '\\n',\n",
       " 'Abort  v. 1 miscarry. 2 a effect abortion of (a foetus). B effect abortion in (a mother). 3 end or cause (a project etc.) To end before completion. [latin orior be born]\\n',\n",
       " '\\n',\n",
       " 'Abortion  n. 1 natural or (esp.) Induced expulsion of a foetus from the womb before it is able to survive independently. 2 stunted or deformed creature or thing. 3 failed project or action. \\x7f abortionist n.\\n',\n",
       " 'Aboriginal  —adj. 1 indigenous, inhabiting a land from the earliest times, esp. Before the arrival of colonists. 2 (usu. Aboriginal) of australian aborigines. —n. 1 aboriginal inhabitant. 2 (usu. Aboriginal) aboriginal inhabitant of australia. [latin: related to *origin]\\n',\n",
       " '\\n',\n",
       " 'Aborigine  n. (usu. In pl.) 1 aboriginal inhabitant. 2 (usu. Aborigine) aboriginal inhabitant of australia.\\n',\n",
       " '\\n',\n",
       " 'Usage  when referring to the people, aboriginal is preferred for the singular form and aborigines for the plural, although aboriginals is also acceptable.\\n',\n",
       " '\\n',\n",
       " 'Abort  v. 1 miscarry. 2 a effect abortion of (a foetus). B effect abortion in (a mother). 3 end or cause (a project etc.) To end before completion. [latin orior be born]\\n',\n",
       " '\\n',\n",
       " 'Abortion  n. 1 natural or (esp.) Induced expulsion of a foetus from the womb before it is able to survive independently. 2 stunted or deformed creature or thing. 3 failed project or action. \\x7f abortionist n.\\n',\n",
       " '\\n',\n",
       " 'Abortive  adj. Fruitless, unsuccessful.\\n',\n",
       " '\\n',\n",
       " 'Abound  v. 1 be plentiful. 2 (foll. By in, with) be rich; teem. [latin unda wave]\\n',\n",
       " '\\n',\n",
       " 'About  —prep. 1 a on the subject of (a book about birds). B relating to (glad about it). C in relation to (symmetry about a plane). 2 at a time near to (about six). 3 a in, round (walked about the town; a scarf about her neck). B all round from a centre (look about you). 4 at points in (strewn about the house). 5 carried with (no money about me). 6 occupied with (about her business). —adv. 1 a approximately (about ten miles). B colloq. In an understatement (just about had enough). 2 nearby (a lot of flu about). 3 in every direction (look about). 4 on the move; in action (out and about). 5 in rotation or succession (turn and turn about). \\x7f be about (or all about) colloq. Have as its essential nature (life is all about having fun). Be about to be on the point of (was about to laugh). [old english]\\n',\n",
       " '\\n',\n",
       " 'About-face  n. & int. = *about-turn, about turn.\\n',\n",
       " '\\n',\n",
       " 'About-turn  —n. 1 turn made so as to face the opposite direction. 2 change of opinion or policy etc. —int. (about turn) mil. Command to make an about-turn.\\n',\n",
       " '\\n',\n",
       " 'Above  —prep. 1 over; on the top of; higher than; over the surface of (head above water; above the din). 2 more than (above twenty people). 3 higher in rank, importance, etc., than. 4 a too great or good for (not above cheating). B beyond the reach of (above my understanding; above suspicion). —adv. 1 at or to a higher point; overhead (the floor above; the sky above). 2 earlier on a page or in a book (as noted above). —adj. Preceding (the above argument). —n. (prec. By the) preceding text (the above shows). \\x7f above all most of all, more than anything else. Above oneself conceited, arrogant. [old english: related to *a2]\\n',\n",
       " '\\n',\n",
       " 'Above-board  adj. & adv. Without concealment; open or openly.\\n',\n",
       " '\\n',\n",
       " 'Abracadabra  —int. Supposedly magic word used in conjuring. —n. Spell or charm. [latin from greek]\\n',\n",
       " '\\n',\n",
       " 'Abrade  v. (-ding) scrape or wear away (skin, rock, etc.) By rubbing. [latin rado scrape]\\n',\n",
       " '\\n',\n",
       " 'Abrasion  n. 1 scraping or wearing away (of skin, rock, etc.). 2 resulting damaged area.\\n',\n",
       " '\\n',\n",
       " 'Abrasive  —adj. 1 a tending to rub or graze. B capable of polishing by rubbing or grinding. 2 harsh or hurtful in manner. —n. Abrasive substance.\\n',\n",
       " '\\n',\n",
       " 'Abreast  adv. 1 side by side and facing the same way. 2 (foll. By of) up to date.\\n',\n",
       " '\\n',\n",
       " 'Abridge  v. (-ging) shorten (a book, film, etc.). \\x7f abridgement n. [latin: related to *abbreviate]\\n',\n",
       " '\\n',\n",
       " 'Abroad  adv. 1 in or to a foreign country or countries. 2 widely (scatter abroad). 3 in circulation (rumour abroad).\\n',\n",
       " '\\n',\n",
       " 'Abrogate  v. (-ting) repeal, abolish (a law etc.). \\x7f abrogation n. [latin rogo propose a law]\\n',\n",
       " '\\n',\n",
       " 'Abrupt  adj. 1 sudden, hasty (abrupt end). 2 (of manner etc.) Curt. 3 steep, precipitous. \\x7f abruptly adv. Abruptness n. [latin: related to *rupture]\\n',\n",
       " '\\n',\n",
       " 'Abscess  n. (pl. Abscesses) swelling containing pus. [latin: related to *ab-, *cede]\\n',\n",
       " 'Abseil  —v. Descend by using a doubled rope coiled round the body and fixed at a higher point. —n. Descent made by abseiling. [german ab down, seil rope]\\n',\n",
       " '\\n',\n",
       " 'Absence  n. 1 being away. 2 time of this. 3 (foll. By of) lack of. \\x7f absence of mind inattentiveness. [latin absentia]\\n',\n",
       " '\\n',\n",
       " 'Absent  —adj. 1 not present. 2 not existing; lacking. 3 inattentive. —v.refl. Go, or stay, away. \\x7f absently adv. (in sense 3 of adj.).\\n',\n",
       " '\\n',\n",
       " 'Absentee  n. Person not present.\\n',\n",
       " '\\n',\n",
       " 'Absenteeism  n. Absenting oneself from work or school etc., esp. Frequently or illicitly.\\n',\n",
       " '\\n',\n",
       " 'Absentee landlord  n. One who lets a property while living elsewhere.\\n',\n",
       " '\\n',\n",
       " 'Absent-minded  adj. Forgetful or inattentive. \\x7f absent-mindedly adv. Absent-mindedness n.\\n',\n",
       " '\\n',\n",
       " 'Absinth  n. 1 wormwood. 2 (usu. Absinthe) aniseed-flavoured liqueur based on this. [french from latin]\\n',\n",
       " '\\n',\n",
       " 'Absolute  —adj. 1 complete, utter (absolute bliss). 2 unconditional (absolute authority). 3 despotic (absolute monarch). 4 not relative or comparative (absolute standard). 5 gram. A (of a construction) syntactically independent of the rest of the sentence, as in dinner being over, we left the table. B (of an adjective or transitive verb) without an expressed noun or object (e.g. The deaf, guns kill). 6 (of a legal decree etc.) Final. —n. Philos. (prec. By the) that which can exist independently of anything else. [latin: related to *absolve]\\n',\n",
       " '\\n',\n",
       " 'Absolutely  adv. 1 completely, utterly. 2 in an absolute sense (god exists absolutely). 3  colloq. (used in reply) quite so; yes.\\n',\n",
       " '\\n',\n",
       " 'Absolute majority  n. Majority over all rivals combined.\\n',\n",
       " '\\n',\n",
       " 'Absolute pitch  n. Ability to recognize or sound any given note.\\n',\n",
       " '\\n',\n",
       " 'Absolute temperature  n. One measured from absolute zero.\\n',\n",
       " '\\n',\n",
       " 'Absolute zero  n. Theoretical lowest possible temperature calculated as –273.15° c (or 0° k).\\n',\n",
       " '\\n',\n",
       " 'Absolution  n. Formal forgiveness of sins.\\n',\n",
       " '\\n',\n",
       " 'Absolutism  n. Principle or practice of absolute government. \\x7f absolutist n.\\n',\n",
       " '\\n',\n",
       " 'Absolve  v. (-ving) (often foll. By from, of) set or pronounce free from blame or obligation etc. [latin: related to *solve]\\n',\n",
       " '\\n',\n",
       " 'Absorb  v. 1 incorporate as part of itself or oneself. 2 take in, suck up (liquid, heat, knowledge, etc.). 3 reduce the effect or intensity of; deal easily with (an impact, sound, difficulty, etc.). 4 consume (resources etc.). 5 (often as absorbing adj.) Engross the attention of. [latin sorbeo suck in]\\n',\n",
       " '\\n',\n",
       " 'Absorbent  —adj. Tending to absorb. —n. Absorbent substance or organ.\\n',\n",
       " '\\n',\n",
       " 'Absorption  n. 1 absorbing or being absorbed. 2 mental engrossment. \\x7f absorptive adj.\\n',\n",
       " '\\n',\n",
       " 'Abstain  v. 1 (usu. Foll. By from) refrain from indulging (abstained from smoking). 2 decline to vote. [latin teneo tent- hold]\\n',\n",
       " '\\n',\n",
       " 'Abstemious  adj. Moderate or ascetic, esp. In eating and drinking. \\x7f abstemiously adv. [latin: related to *ab-, temetum strong drink]\\n',\n",
       " '\\n',\n",
       " 'Abstention  n. Abstaining, esp. From voting. [latin: related to *abstain]\\n',\n",
       " '\\n',\n",
       " 'Abstinence  n. Abstaining, esp. From food or alcohol. \\x7f abstinent adj. [french: related to *abstain]\\n',\n",
       " '\\n',\n",
       " 'Abstract  —adj. 1 a of or existing in thought or theory rather than matter or practice; not concrete. B (of a word, esp. A noun) denoting a quality, condition, etc., not a concrete object. 2 (of art) achieving its effect by form and colour rather than by realism. —v. 1 (often foll. By from) extract, remove. 2 summarize. —n. 1 summary. 2 abstract work of art. 3 abstraction or abstract term. [latin: related to *tract1]\\n',\n",
       " '\\n',\n",
       " 'Abstracted  adj. Inattentive, distracted. \\x7f abstractedly adv.\\n',\n",
       " '\\n',\n",
       " 'Abstraction  n. 1 abstracting or taking away. 2 abstract or visionary idea. 3 abstract qualities (esp. In art). 4 absent-mindedness.\\n',\n",
       " '\\n',\n",
       " 'Abstruse  adj. Hard to understand, profound. [latin abstrudo -trus- conceal]\\n',\n",
       " '\\n',\n",
       " 'Absurd  adj. Wildly illogical or inappropriate; ridiculous. \\x7f absurdity n. (pl. -ies). Absurdly adv. [latin: related to *surd]\\n',\n",
       " '\\n',\n",
       " 'Abta  abbr. Association of british travel agents.\\n',\n",
       " '\\n',\n",
       " 'Abundance  n. 1 plenty; more than enough; a lot. 2 wealth. [latin: related to *abound]\\n',\n",
       " 'Abundance  n. 1 plenty; more than enough; a lot. 2 wealth. [latin: related to *abound]\\n',\n",
       " '\\n',\n",
       " 'Abundant  adj. 1 plentiful. 2 (foll. By in) rich (abundant in fruit). \\x7f abundantly adv.\\n',\n",
       " '\\n',\n",
       " 'Abuse  —v. (-sing) 1 use improperly, misuse. 2 insult verbally. 3 maltreat. —n. 1 misuse. 2 insulting language. 3 unjust or corrupt practice. 4 maltreatment (child abuse). \\x7f abuser n. [latin: related to *use]\\n',\n",
       " '\\n',\n",
       " 'Abusive  adj. Insulting, offensive. \\x7f abusively adv.\\n',\n",
       " '\\n',\n",
       " 'Abut  v. (-tt-) 1 (foll. By on) (of land) border on. 2 (foll. By on, against) (of a building) touch or lean upon (another). [anglo-latin butta strip of land: related to *butt1]\\n',\n",
       " '\\n',\n",
       " 'Abutment  n. Lateral supporting structure of a bridge, arch, etc.\\n',\n",
       " '\\n',\n",
       " 'Abuzz  adv. & adj. In a state of excitement or activity.\\n',\n",
       " '\\n',\n",
       " 'Abysmal  adj. 1 colloq. Extremely bad (abysmal food). 2 profound, utter (abysmal ignorance). \\x7f abysmally adv. [latin: related to *abyss]\\n',\n",
       " '\\n',\n",
       " 'Abyss  n. 1 deep chasm. 2 immeasurable depth (abyss of despair). [latin from greek, = bottomless]\\n',\n",
       " '\\n',\n",
       " 'Ac  abbr. 1 (also ac) alternating current. 2 aircraftman.\\n',\n",
       " '\\n',\n",
       " 'Ac  symb. Actinium.\\n',\n",
       " '\\n',\n",
       " 'A/c  abbr. Account. [account current]\\n',\n",
       " '\\n',\n",
       " '-ac  suffix forming adjectives often (or only) used as nouns (cardiac; maniac). [latin -acus, greek -akos]\\n',\n",
       " '\\n',\n",
       " 'Acacia  n. Tree with yellow or white flowers, esp. One yielding gum arabic. [latin from greek]\\n',\n",
       " '\\n',\n",
       " 'Academia  n. The academic world; scholastic life.\\n',\n",
       " '\\n',\n",
       " 'Academic  —adj. 1 scholarly, of learning. 2 of no practical relevance; theoretical. —n. Teacher or scholar in a university etc. \\x7f academically adv.\\n',\n",
       " '\\n',\n",
       " 'Academician  n. Member of an academy. [french académicien]\\n',\n",
       " '\\n',\n",
       " 'Academy  n. (pl. -ies) 1 place of specialized training (military academy). 2 (usu. Academy) society or institution of distinguished scholars, artists, scientists, etc. (royal academy). 3 scot. Secondary school. [greek akademeia the place in athens where plato taught]\\n',\n",
       " '\\n',\n",
       " 'Acanthus  n. (pl. -thuses) 1 herbaceous plant with spiny leaves. 2 archit. Representation of its leaf. [latin from greek]\\n',\n",
       " '\\n',\n",
       " 'A cappella  adj. & adv. (of choral music) unaccompanied. [italian, = in church style]\\n',\n",
       " '\\n',\n",
       " 'Acas  abbr. Advisory, conciliation, and arbitration service.\\n',\n",
       " '\\n',\n",
       " 'Accede  v. (-ding) (foll. By to) 1 take office, esp. As monarch. 2 assent or agree. [latin: related to *cede]\\n',\n",
       " '\\n',\n",
       " 'Accelerate  v. (-ting) move or cause to move or happen more quickly. \\x7f acceleration n. [latin: related to *celerity]\\n',\n",
       " '\\n',\n",
       " \"Accelerator  n. 1 device for increasing speed, esp. The pedal controlling the speed of a vehicle's engine. 2 physics apparatus for imparting high speeds to charged particles.\\n\",\n",
       " '\\n',\n",
       " 'Accent  —n. 1 particular (esp. Local or national) mode of pronunciation. 2 distinctive feature or emphasis (accent on speed). 3 prominence given to a syllable by stress or pitch. 4 mark on a letter or word to indicate pitch, stress, or vowel quality. —v. 1 emphasize (a word or syllable etc.). 2 write or print accents on (words etc.). 3 accentuate. [latin cantus song]\\n',\n",
       " '\\n',\n",
       " 'Accentuate  v. (-ting) emphasize, make prominent. \\x7f accentuation n. [medieval latin: related to *accent]\\n',\n",
       " '\\n',\n",
       " 'Accept  v. 1 (also absol.) Willingly receive (a thing offered). 2 (also absol.) Answer affirmatively (an offer etc.). 3 regard favourably; treat as welcome (felt accepted). 4 believe, receive (an opinion, explanation, etc.) As adequate or valid. 5 take as suitable (does accept cheques). 6 undertake (an office or duty). [latin capio take]\\n',\n",
       " '\\n',\n",
       " 'Acceptable  adj. 1 worth accepting, welcome. 2 tolerable. \\x7f acceptability n. Acceptably adv. [french: related to *accept]\\n',\n",
       " '\\n',\n",
       " 'Acceptance  n. 1 willingness to accept. 2 affirmative answer to an invitation etc. 3 approval, belief (found wide acceptance).\\n',\n",
       " '\\n',\n",
       " 'Access  —n. 1 way of approach or entry (shop with rear access). 2 a right or opportunity to reach or use or visit; admittance (access to secret files, to the prisoner). B accessibility. 3 archaic outburst (an access of anger). —v. 1 computing gain access to (data etc.). 2 accession. [french: related to *accede]\\n',\n",
       " 'Accessible  adj. (often foll. By to) 1 reachable or obtainable; readily available. 2 easy to understand. \\x7f accessibility n.\\n',\n",
       " '\\n',\n",
       " 'Accession  —n. 1 taking office, esp. As monarch. 2 thing added. —v. Record the addition of (a new item) to a library etc.\\n',\n",
       " '\\n',\n",
       " 'Accessory  n. (pl. -ies) 1 additional or extra thing. 2 (usu. In pl.) Small attachment, fitting, or subsidiary item of dress (e.g. Shoes, gloves). 3 (often foll. By to) person who abets or is privy to an (esp. Illegal) act. [medieval latin: related to *accede]\\n',\n",
       " '\\n',\n",
       " 'Access road  n. Road giving access only to the properties along it.\\n',\n",
       " '\\n',\n",
       " 'Access time  n. Computing time taken to retrieve data from storage.\\n',\n",
       " '\\n',\n",
       " 'Accident  n. 1 unfortunate esp. Harmful event, caused unintentionally. 2 event that is unexpected or without apparent cause. \\x7f by accident unintentionally. [latin cado fall]\\n',\n",
       " '\\n',\n",
       " \"Accidental  —adj. Happening by chance or accident. —n. Mus. Sign indicating a note's momentary departure from the key signature. \\x7f accidentally adv.\\n\",\n",
       " '\\n',\n",
       " 'Accident-prone  adj. Clumsy.\\n',\n",
       " '\\n',\n",
       " 'Acclaim  —v. 1 welcome or applaud enthusiastically. 2 hail as (acclaimed him king). —n. Applause, welcome, public praise. [latin acclamo: related to *claim]\\n',\n",
       " '\\n',\n",
       " \"Acclamation  n. 1 loud and eager assent. 2 (usu. In pl.) Shouting in a person's honour.\\n\",\n",
       " '\\n',\n",
       " 'Acclimatize  v. (also -ise) (-zing or -sing) adapt to a new climate or conditions. \\x7f acclimatization n. [french acclimater: related to *climate]\\n',\n",
       " '\\n',\n",
       " 'Accolade  n. 1 praise given. 2 touch made with a sword at the conferring of a knighthood. [latin collum neck]\\n',\n",
       " '\\n',\n",
       " 'Accommodate  v. (-ting) 1 provide lodging or room for (flat accommodates two). 2 adapt, harmonize, reconcile (must accommodate himself to new ideas). 3 a do favour to, oblige (a person). B (foll. By with) supply (a person) with. [latin: related to *commode]\\n',\n",
       " '\\n',\n",
       " 'Accommodating  adj. Obliging, compliant.\\n',\n",
       " '\\n',\n",
       " 'Accommodation  n. 1 lodgings. 2 adjustment, adaptation. 3 convenient arrangement; settlement, compromise.\\n',\n",
       " '\\n',\n",
       " 'Accommodation address  n. Postal address used by a person unable or unwilling to give a permanent address.\\n',\n",
       " '\\n',\n",
       " 'Accompaniment  n. 1 instrumental or orchestral support for a solo instrument, voice, or group. 2 accompanying thing. \\x7f accompanist n. (in sense 1).\\n',\n",
       " '\\n',\n",
       " 'Accompany  v. (-ies, -ied) 1 go with; escort. 2 (usu. In passive; foll. By with, by) be done or found with; supplement. 3 mus. Partner with accompaniment. [french: related to *companion]\\n',\n",
       " '\\n',\n",
       " 'Accomplice  n. Partner in a crime etc. [latin: related to *complex]\\n',\n",
       " '\\n',\n",
       " 'Accomplish  v. Succeed in doing; achieve, complete. [latin: related to *complete]\\n',\n",
       " '\\n',\n",
       " 'Accomplished  adj. Clever, skilled.\\n',\n",
       " '\\n',\n",
       " 'Accomplishment  n. 1 completion (of a task etc.). 2 acquired, esp. Social, skill. 3 thing achieved.\\n',\n",
       " '\\n',\n",
       " \"Accord  —v. 1 (often foll. By with) be consistent or in harmony. 2 grant (permission, a request, etc.); give (a welcome etc.). —n. 1 agreement, consent. 2 mus. & art etc. Harmony. \\x7f of one's own accord on one's own initiative; voluntarily. With one accord unanimously. [latin cor cord- heart]\\n\",\n",
       " '\\n',\n",
       " 'Accordance  n. \\x7f in accordance with in conformity to. \\x7f accordant adj.\\n',\n",
       " '\\n',\n",
       " 'According  adv. 1 (foll. By to) a as stated by (according to mary). B in proportion to (lives according to his means). 2 (foll. By as + clause) in a manner or to a degree that varies as (pays according as he is able).\\n',\n",
       " '\\n',\n",
       " 'Accordingly  adv. 1 as circumstances suggest or require (please act accordingly). 2 consequently (accordingly, he left the room).\\n',\n",
       " '\\n',\n",
       " 'Accordion  n. Musical reed instrument with concertina-like bellows, keys, and buttons. \\x7f accordionist n. [italian accordare to tune]\\n',\n",
       " '\\n',\n",
       " 'Accost  v. 1 approach and address (a person), esp. Boldly. 2 (of a prostitute) solicit. [latin costa rib]\\n',\n",
       " 'Accession  —n. 1 taking office, esp. As monarch. 2 thing added. —v. Record the addition of (a new item) to a library etc.\\n',\n",
       " '\\n',\n",
       " 'Accessory  n. (pl. -ies) 1 additional or extra thing. 2 (usu. In pl.) Small attachment, fitting, or subsidiary item of dress (e.g. Shoes, gloves). 3 (often foll. By to) person who abets or is privy to an (esp. Illegal) act. [medieval latin: related to *accede]\\n',\n",
       " '\\n',\n",
       " 'Access road  n. Road giving access only to the properties along it.\\n',\n",
       " '\\n',\n",
       " 'Access time  n. Computing time taken to retrieve data from storage.\\n',\n",
       " '\\n',\n",
       " 'Accident  n. 1 unfortunate esp. Harmful event, caused unintentionally. 2 event that is unexpected or without apparent cause. \\x7f by accident unintentionally. [latin cado fall]\\n',\n",
       " '\\n',\n",
       " \"Accidental  —adj. Happening by chance or accident. —n. Mus. Sign indicating a note's momentary departure from the key signature. \\x7f accidentally adv.\\n\",\n",
       " '\\n',\n",
       " 'Accident-prone  adj. Clumsy.\\n',\n",
       " '\\n',\n",
       " 'Acclaim  —v. 1 welcome or applaud enthusiastically. 2 hail as (acclaimed him king). —n. Applause, welcome, public praise. [latin acclamo: related to *claim]\\n',\n",
       " '\\n',\n",
       " \"Acclamation  n. 1 loud and eager assent. 2 (usu. In pl.) Shouting in a person's honour.\\n\",\n",
       " '\\n',\n",
       " 'Acclimatize  v. (also -ise) (-zing or -sing) adapt to a new climate or conditions. \\x7f acclimatization n. [french acclimater: related to *climate]\\n',\n",
       " '\\n',\n",
       " 'Accolade  n. 1 praise given. 2 touch made with a sword at the conferring of a knighthood. [latin collum neck]\\n',\n",
       " '\\n',\n",
       " 'Accommodate  v. (-ting) 1 provide lodging or room for (flat accommodates two). 2 adapt, harmonize, reconcile (must accommodate himself to new ideas). 3 a do favour to, oblige (a person). B (foll. By with) supply (a person) with. [latin: related to *commode]\\n',\n",
       " '\\n',\n",
       " 'Accommodating  adj. Obliging, compliant.\\n',\n",
       " '\\n',\n",
       " 'Accommodation  n. 1 lodgings. 2 adjustment, adaptation. 3 convenient arrangement; settlement, compromise.\\n',\n",
       " '\\n',\n",
       " 'Accommodation address  n. Postal address used by a person unable or unwilling to give a permanent address.\\n',\n",
       " '\\n',\n",
       " 'Accompaniment  n. 1 instrumental or orchestral support for a solo instrument, voice, or group. 2 accompanying thing. \\x7f accompanist n. (in sense 1).\\n',\n",
       " '\\n',\n",
       " 'Accompany  v. (-ies, -ied) 1 go with; escort. 2 (usu. In passive; foll. By with, by) be done or found with; supplement. 3 mus. Partner with accompaniment. [french: related to *companion]\\n',\n",
       " '\\n',\n",
       " 'Accomplice  n. Partner in a crime etc. [latin: related to *complex]\\n',\n",
       " '\\n',\n",
       " 'Accomplish  v. Succeed in doing; achieve, complete. [latin: related to *complete]\\n',\n",
       " '\\n',\n",
       " 'Accomplished  adj. Clever, skilled.\\n',\n",
       " '\\n',\n",
       " 'Accomplishment  n. 1 completion (of a task etc.). 2 acquired, esp. Social, skill. 3 thing achieved.\\n',\n",
       " '\\n',\n",
       " \"Accord  —v. 1 (often foll. By with) be consistent or in harmony. 2 grant (permission, a request, etc.); give (a welcome etc.). —n. 1 agreement, consent. 2 mus. & art etc. Harmony. \\x7f of one's own accord on one's own initiative; voluntarily. With one accord unanimously. [latin cor cord- heart]\\n\",\n",
       " '\\n',\n",
       " 'Accordance  n. \\x7f in accordance with in conformity to. \\x7f accordant adj.\\n',\n",
       " '\\n',\n",
       " 'According  adv. 1 (foll. By to) a as stated by (according to mary). B in proportion to (lives according to his means). 2 (foll. By as + clause) in a manner or to a degree that varies as (pays according as he is able).\\n',\n",
       " '\\n',\n",
       " 'Accordingly  adv. 1 as circumstances suggest or require (please act accordingly). 2 consequently (accordingly, he left the room).\\n',\n",
       " '\\n',\n",
       " 'Accordion  n. Musical reed instrument with concertina-like bellows, keys, and buttons. \\x7f accordionist n. [italian accordare to tune]\\n',\n",
       " '\\n',\n",
       " 'Accost  v. 1 approach and address (a person), esp. Boldly. 2 (of a prostitute) solicit. [latin costa rib]\\n',\n",
       " '\\n',\n",
       " 'Account  —n. 1 narration, description (an account of his trip). 2 arrangement at a bank etc. For depositing and withdrawing money, credit, etc. (open an account). 3 record or statement of financial transactions with the balance (kept detailed accounts). —v. Consider as (account him wise, a fool).\\n',\n",
       " \"Accountable  adj. 1 responsible; required to account for one's conduct. 2 explicable, understandable. \\x7f accountability n.\\n\",\n",
       " '\\n',\n",
       " 'Accountant  n. Professional keeper or verifier of accounts. \\x7f accountancy n. Accounting n.\\n',\n",
       " '\\n',\n",
       " \"Accouterments  n.pl. (brit. Accoutrements) 1 equipment, trappings. 2 soldier's equipment excluding weapons and clothes. [french]\\n\",\n",
       " '\\n',\n",
       " \"Accoutrements  n.pl. (us accouterments) 1 equipment, trappings. 2 soldier's equipment excluding weapons and clothes. [french]\\n\",\n",
       " '\\n',\n",
       " 'Accredit  v. (-t-) 1 (foll. By to) attribute (a saying etc.) To (a person). 2 (foll. By with) credit (a person) with (a saying etc.). 3 (usu. Foll. By to or at) send (an ambassador etc.) With credentials. 4 gain influence for or make credible (an adviser, a statement, etc.). [french: related to *credit]\\n',\n",
       " '\\n',\n",
       " 'Accredited  adj. 1 officially recognized. 2 generally accepted.\\n',\n",
       " '\\n',\n",
       " 'Accretion  n. 1 growth or increase by accumulation, addition, or organic enlargement. 2 the resulting whole. 3 a matter so added. B adhesion of this to the core matter. [latin cresco cret- grow]\\n',\n",
       " '\\n',\n",
       " 'Accrue  v. (-ues, -ued, -uing) (often foll. By to) come as a natural increase or advantage, esp. Financial. [latin: related to *accretion]\\n',\n",
       " '\\n',\n",
       " 'Accumulate  v. (-ting) 1 acquire an increasing number or quantity of; amass, collect. 2 grow numerous; increase. [latin: related to *cumulus]\\n',\n",
       " '\\n',\n",
       " 'Accumulation  n. 1 accumulating or being accumulated. 2 accumulated mass. 3 growth of capital by continued interest. \\x7f accumulative adj.\\n',\n",
       " '\\n',\n",
       " 'Accumulator  n. 1 rechargeable electric cell. 2 bet placed on a sequence of events, with the winnings and stake from each placed on the next.\\n',\n",
       " '\\n',\n",
       " 'Accuracy  n. Exactness or careful precision. [latin cura care]\\n',\n",
       " '\\n',\n",
       " 'Accurate  adj. Careful, precise; conforming exactly with the truth or a standard. \\x7f accurately adv.\\n',\n",
       " '\\n',\n",
       " 'Accursed  adj. 1 under a curse. 2 colloq. Detestable, annoying. [old english a- intensive prefix, *curse]\\n',\n",
       " '\\n',\n",
       " 'Accusation  n. Accusing or being accused. [french: related to *accuse]\\n',\n",
       " '\\n',\n",
       " 'Accusative  gram. —n. Case expressing the object of an action. —adj. Of or in this case.\\n',\n",
       " '\\n',\n",
       " 'Accusatory  adj. Of or implying accusation.\\n',\n",
       " '\\n',\n",
       " 'Accuse  v. (-sing) (often foll. By of) charge with a fault or crime; blame. [latin accusare: related to *cause]\\n',\n",
       " '\\n',\n",
       " 'Accustom  v. (foll. By to) make used to (accustomed him to hardship). [french: related to *custom]\\n',\n",
       " '\\n',\n",
       " 'Accustomed  adj. 1 (usu. Foll. By to) used to a thing. 2 customary, usual.\\n',\n",
       " '\\n',\n",
       " 'Ace  —n. 1 playing-card etc. With a single spot and generally signifying ‘one’. 2 a person who excels in some activity. B pilot who has shot down many enemy aircraft. 3 (in tennis) unreturnable stroke (esp. A service). —adj. Slang excellent. \\x7f within an ace of on the verge of. [latin as unity]\\n',\n",
       " '\\n',\n",
       " 'Acellular  adj. Having no cells; not consisting of cells.\\n',\n",
       " 'Aceous  suffix forming adjectives in the sense ‘of the nature of’, esp. In the natural sciences (herbaceous). [latin -aceus]\\n',\n",
       " '\\n',\n",
       " 'Acerbic  adj. Harsh and sharp, esp. In speech or manner. \\x7f acerbity n. (pl. -ies). [latin acerbus sour]\\n',\n",
       " '\\n',\n",
       " 'Acetaldehyde  n. Colourless volatile liquid aldehyde. [from *acetic, *aldehyde]\\n',\n",
       " '\\n',\n",
       " 'Acetate  n. 1 salt or ester of acetic acid, esp. The cellulose ester. 2 fabric made from this.\\n',\n",
       " '\\n',\n",
       " 'Acetic  adj. Of or like vinegar. [latin acetum vinegar]\\n',\n",
       " '\\n',\n",
       " 'Acetic acid  n. Clear liquid acid giving vinegar its characteristic taste.\\n',\n",
       " '\\n',\n",
       " 'Acetone  n. Colourless volatile liquid that dissolves organic compounds, esp. Paints, varnishes, etc.\\n',\n",
       " '\\n',\n",
       " 'Acetylene  n. Hydrocarbon gas burning with a bright flame, used esp. In welding.\\n',\n",
       " '\\n',\n",
       " 'Ache  —n. 1 continuous dull pain. 2 mental distress. —v. (-ching) suffer from or be the source of an ache. [old english]\\n',\n",
       " '\\n',\n",
       " 'Achieve  v. (-ving) 1 reach or attain, esp. By effort (achieved victory; achieved notoriety). 2 accomplish (a feat or task). [french achever: related to *chief]\\n',\n",
       " '\\n',\n",
       " 'Achievement  n. 1 something achieved. 2 act of achieving.\\n',\n",
       " '\\n',\n",
       " \"Achilles heel  n. Person's weak or vulnerable point. [achilles, greek hero in the iliad]\\n\",\n",
       " '\\n',\n",
       " 'Achilles tendon  n. Tendon connecting the heel with the calf muscles.\\n',\n",
       " '\\n',\n",
       " 'Achromatic  adj. Optics 1 transmitting light without separation into constituent colours (achromatic lens). 2 without colour. \\x7f achromatically adv. [french: related to *a-, *chrome]\\n',\n",
       " '\\n',\n",
       " 'Achy  adj. (-ier, -iest) full of or suffering from aches.\\n',\n",
       " '\\n',\n",
       " 'Acid  —n. 1 a any of a class of substances that liberate hydrogen ions in water, are usu. Sour and corrosive, turn litmus red, and have a ph of less than 7. B any compound or atom donating protons. 2 any sour substance. 3 slang the drug lsd. —adj. 1 sour. 2 biting, sharp (an acid wit). 3 chem. Having the essential properties of an acid. \\x7f acidic adj. Acidify v. (-ies, -ied). Acidity n. Acidly adv. [latin aceo be sour]\\n',\n",
       " '\\n',\n",
       " 'Acid house  n. A type of synthesized music with a simple repetitive beat, often associated with hallucinogenic drugs.\\n',\n",
       " '\\n',\n",
       " 'Acid rain  n. Acid, esp. From industrial waste gases, falling with rain.\\n',\n",
       " '\\n',\n",
       " 'Acid test  n. Severe or conclusive test.\\n',\n",
       " '\\n',\n",
       " 'Acidulous  adj. Somewhat acid.\\n',\n",
       " '\\n',\n",
       " \"Ack-ack  colloq. —adj. Anti-aircraft. —n. Anti-aircraft gun etc. [formerly signallers' term for aa]\\n\",\n",
       " '\\n',\n",
       " 'Acknowledge  v. (-ging) 1 recognize; accept the truth of (acknowledged its failure). 2 confirm the receipt of (a letter etc.). 3 a show that one has noticed (acknowledged my arrival with a grunt). B express appreciation of (a service etc.). 4 recognize the validity of, own (the acknowledged king). [from *ad-, *knowledge]\\n',\n",
       " '\\n',\n",
       " \"Acknowledgement  n. 1 act of acknowledging. 2 a thing given or done in gratitude. B letter confirming receipt of something. 3 (usu. In pl.) Author's statement of gratitude, prefacing a book.\\n\",\n",
       " '\\n',\n",
       " 'Acme  n. Highest point (of achievement etc.). [greek]\\n',\n",
       " '\\n',\n",
       " 'Acne  n. Skin condition with red pimples. [latin]\\n',\n",
       " '\\n',\n",
       " 'Acolyte  n. 1 person assisting a priest. 2 assistant; beginner. [greek akolouthos follower]\\n',\n",
       " '\\n',\n",
       " 'Aconite  n. 1 any of various poisonous plants, esp. Monkshood. 2 drug from these. [greek akoniton]\\n',\n",
       " '\\n',\n",
       " 'Acorn  n. Fruit of the oak, with a smooth nut in a cuplike base. [old english]\\n',\n",
       " '\\n',\n",
       " 'Acoustic  adj. 1 of sound or the sense of hearing. 2 (of a musical instrument etc.) Without electrical amplification (acoustic guitar). \\x7f acoustically adv. [greek akouo hear]\\n',\n",
       " '\\n',\n",
       " 'Acoustics  n.pl. 1 properties or qualities (of a room etc.) In transmitting sound. 2 (usu. As sing.) Science of sound.\\n',\n",
       " '\\n',\n",
       " 'Acquaint  v. (usu. Foll. By with) make aware of or familiar with (acquaint me with the facts). \\x7f be acquainted with have personal knowledge of; know slightly. [latin: related to *ad-, *cognizance]\\n',\n",
       " '\\n',\n",
       " 'Acquaintance  n. 1 being acquainted. 2 person one knows slightly. \\x7f acquaintanceship n.\\n',\n",
       " 'Acquiesce  v. (-cing) 1 agree, esp. By default. 2 (foll. By in) accept (an arrangement etc.). \\x7f acquiescence n. Acquiescent adj. [latin: related to *ad-, *quiet]\\n',\n",
       " '\\n',\n",
       " 'Acquire  v. (-ring) gain for oneself; come into possession of. [latin: related to *ad-, quaero quisit- seek]\\n',\n",
       " '\\n',\n",
       " 'Acquired immune deficiency syndrome  see *aids.\\n',\n",
       " '\\n',\n",
       " 'Acquired taste  n. 1 liking developed by experience. 2 object of this.\\n',\n",
       " '\\n',\n",
       " 'Acquirement  n. Thing acquired, esp. A mental attainment.\\n',\n",
       " '\\n',\n",
       " 'Acquisition  n. 1 thing acquired, esp. When useful. 2 acquiring or being acquired. [latin: related to *acquire]\\n',\n",
       " '\\n',\n",
       " 'Acquisitive  adj. Keen to acquire things.\\n',\n",
       " '\\n',\n",
       " 'Acquit  v. (-tt-) 1 (often foll. By of) declare not guilty. 2 refl. A behave or perform in a specified way (acquitted herself well). B (foll. By of) discharge (a duty or responsibility). \\x7f acquittal n. [latin: related to *ad-, *quit]\\n',\n",
       " '\\n',\n",
       " 'Acre  n. Measure of land, 4,840 sq. Yds., 0.405 ha. [old english]\\n',\n",
       " '\\n',\n",
       " 'Acreage  n. A number of acres; extent of land.\\n',\n",
       " '\\n',\n",
       " 'Acrid  adj. (-er, -est) bitterly pungent. \\x7f acridity n. [latin acer keen, pungent]\\n',\n",
       " '\\n',\n",
       " 'Acrimonious  adj. Bitter in manner or temper. \\x7f acrimony n.\\n',\n",
       " '\\n',\n",
       " 'Acrobat  n. Entertainer performing gymnastic feats. \\x7f acrobatic adj. Acrobatically adv. [greek akrobates from akron summit, baino walk]\\n',\n",
       " '\\n',\n",
       " 'Acrobatics  n.pl. 1 acrobatic feats. 2 (as sing.) Art of performing these.\\n',\n",
       " '\\n',\n",
       " 'Acronym  n. Word formed from the initial letters of other words (e.g. Laser, nato). [greek akron end, onoma name]\\n',\n",
       " '\\n',\n",
       " 'Acropolis  n. Citadel of an ancient greek city. [greek akron summit, polis city]\\n',\n",
       " '\\n',\n",
       " 'Across  —prep. 1 to or on the other side of (across the river). 2 from one side to another side of (spread across the floor). 3 at or forming an angle with (a stripe across the flag). —adv. 1 to or on the other side (ran across). 2 from one side to another (stretched across). \\x7f across the board applying to all. [french à, en, croix: related to *cross]\\n',\n",
       " '\\n',\n",
       " 'Acrostic  n. Poem etc. In which certain letters (usu. The first and last in each line) form a word or words. [greek akron end, stikhos row]\\n',\n",
       " '\\n',\n",
       " 'Acrylic  —adj. Of synthetic material made from acrylic acid. —n. Acrylic fibre or fabric. [latin acer pungent, oleo to smell]\\n',\n",
       " '\\n',\n",
       " 'Acrylic acid  n. A pungent liquid organic acid.\\n',\n",
       " '\\n',\n",
       " \"Act  —n. 1 something done; a deed. 2 process of doing (caught in the act). 3 item of entertainment. 4 pretence (all an act). 5 main division of a play etc. 6 a decree of a legislative body. B document attesting a legal transaction. —v. 1 behave (acted wisely). 2 perform an action or function; take action (act as referee; brakes failed to act; he acted quickly). 3 (also foll. By on) have an effect (alcohol acts on the brain). 4 a perform a part in a play, film, etc. B pretend. 5 a play the part of (acted othello; acts the fool). B perform (a play etc.). C portray (an incident) by actions. \\x7f act for be the (esp. Legal) representative of. Act of god natural event, e.g. An earthquake. Act up colloq. Misbehave; give trouble (car is acting up). Get one's act together slang become properly organized; prepare. Put on an act colloq. Make a pretence. [latin ago act- do]\\n\",\n",
       " '\\n',\n",
       " 'Acting  —n. Art or occupation of an actor. —attrib. Adj. Serving temporarily or as a substitute (acting manager).\\n',\n",
       " '\\n',\n",
       " 'Actinism  n. Property of short-wave radiation that produces chemical changes, as in photography. [greek aktis ray]\\n',\n",
       " '\\n',\n",
       " 'Actinium  n. Chem. Radioactive metallic element found in pitchblende. [as *actinism]\\n',\n",
       " '\\n',\n",
       " 'Action  n. 1 process of doing or acting (demanded action). 2 forcefulness or energy. 3 exertion of energy or influence (action of acid on metal). 4 deed, act (not aware of his actions). 5 (the action) a series of events in a story, play, etc. B slang exciting activity (missed the action). 6 battle, fighting (killed in action). 7 a mechanism of an instrument. B style of movement of an animal or human. 8 lawsuit. \\x7f out of action not working. [latin: related to *act]\\n',\n",
       " 'Actionable  adj. Giving cause for legal action.\\n',\n",
       " '\\n',\n",
       " 'Action-packed  adj. Full of action or excitement.\\n',\n",
       " '\\n',\n",
       " 'Action point  n. Proposal for action.\\n',\n",
       " '\\n',\n",
       " 'Action replay  n. Playback of part of a television broadcast, esp. A sporting event, often in slow motion.\\n',\n",
       " '\\n',\n",
       " 'Action stations  n.pl. Positions taken up by troops etc. Ready for battle.\\n',\n",
       " '\\n',\n",
       " 'Activate  v. (-ting) 1 make active. 2 chem. Cause reaction in. 3 make radioactive.\\n',\n",
       " '\\n',\n",
       " 'Active  —adj. 1 marked by action; energetic; diligent (an active life). 2 working, operative (active volcano). 3 not merely passive or inert; positive (active support; active ingredients). 4 radioactive. 5 gram. Designating the form of a verb whose subject performs the action (e.g. Saw in he saw a film). —n. Gram. Active form or voice of a verb. \\x7f actively adv. [latin: related to *act]\\n',\n",
       " '\\n',\n",
       " 'Active service  n. Military service in wartime.\\n',\n",
       " '\\n',\n",
       " 'Activism  n. Policy of vigorous action, esp. For a political cause. \\x7f activist n.\\n',\n",
       " '\\n',\n",
       " 'Activity  n. (pl. -ies) 1 being active; busy or energetic action. 2 (often in pl.) Occupation or pursuit (outdoor activities). 3 = *radioactivity.\\n',\n",
       " '\\n',\n",
       " 'Actor  n. Person who acts in a play, film, etc. [latin: related to *act]\\n',\n",
       " '\\n',\n",
       " 'Actress  n. Female actor.\\n',\n",
       " '\\n',\n",
       " 'Actual  adj. (usu. Attrib.) 1 existing in fact; real. 2 current. [latin: related to *act]\\n',\n",
       " '\\n',\n",
       " 'Actuality  n. (pl. -ies) 1 reality. 2 (in pl.) Existing conditions.\\n',\n",
       " '\\n',\n",
       " 'Actually  adv. 1 as a fact, really (not actually very rich). 2 strange as it may seem (he actually refused!).\\n',\n",
       " '\\n',\n",
       " 'Actuary  n. (pl. -ies) statistician, esp. One calculating insurance risks and premiums. \\x7f actuarial adj. [latin actuarius bookkeeper]\\n',\n",
       " '\\n',\n",
       " 'Actuate  v. (-ting) 1 cause (a machine etc.) To move or function. 2 cause (a person) to act. [latin]\\n',\n",
       " '\\n',\n",
       " 'Acuity  n. Sharpness, acuteness. [medieval latin: related to *acute]\\n',\n",
       " '\\n',\n",
       " 'Acumen  n. Keen insight or discernment. [latin, = *acute thing]\\n',\n",
       " '\\n',\n",
       " 'Acupuncture  n. Medical treatment using needles in parts of the body. \\x7f acupuncturist n. [latin acu with needle]\\n',\n",
       " '\\n',\n",
       " 'Acute  —adj. (acuter, acutest) 1 serious, severe (acute hardship). 2 (of senses etc.) Keen, penetrating. 3 shrewd. 4 (of a disease) coming quickly to a crisis. 5 (of an angle) less than 90°. 6 (of a sound) high, shrill. —n. = *acute accent. \\x7f acutely adv. [latin acutus pointed]\\n',\n",
       " '\\n',\n",
       " 'Acute accent  n. Diacritical mark (´) placed over certain letters in french etc., esp. To show pronunciation.\\n',\n",
       " '\\n',\n",
       " '-acy  suffix forming nouns of state or quality (accuracy; piracy), or an instance of it (conspiracy; fallacy). [french -acie, latin -acia, -atia, greek -ateia]\\n',\n",
       " '\\n',\n",
       " 'Ad  abbr. Of the christian era. [*anno domini]\\n',\n",
       " '\\n',\n",
       " 'Ad  n. Colloq. Advertisement. [abbreviation]\\n',\n",
       " '\\n',\n",
       " 'Ad-  prefix (altered or assimilated before some letters) implying motion or direction to, reduction or change into, addition, adherence, increase, or intensification. [latin]\\n',\n",
       " '\\n',\n",
       " 'Adage  n. Traditional maxim, proverb. [french from latin]\\n',\n",
       " '\\n',\n",
       " 'Adagio  mus. —adv. & adj. In slow time. —n. (pl. -s) such a movement or passage. [italian]\\n',\n",
       " '\\n',\n",
       " 'Adam  n. The first man. \\x7f not know a person from adam be unable to recognize a person. [hebrew, = man]\\n',\n",
       " '\\n',\n",
       " 'Adamant  adj. Stubbornly resolute; unyielding. \\x7f adamantly adv. [greek adamas adamant- untameable]\\n',\n",
       " '\\n',\n",
       " \"Adam's apple  n. Projection of cartilage at the front of the neck.\\n\",\n",
       " '\\n',\n",
       " 'Adapt  v. 1 a (foll. By to) fit, adjust (one thing to another). B (foll. By to, for) make suitable for a purpose. C modify (esp. A text for broadcasting etc.). 2 (also refl., usu. Foll. By to) adjust to new conditions. \\x7f adaptable adj. Adaptation n. [latin: related to *ad-, *apt]\\n',\n",
       " 'Adaptor  n. 1 device for making equipment compatible. 2 device for connecting several electrical plugs to one socket.\\n',\n",
       " '\\n',\n",
       " 'Add  v. 1 join (one thing to another) as an increase or supplement. 2 put together (numbers) to find their total. 3 say further. \\x7f add in include. Add up 1 find the total of. 2 (foll. By to) amount to. 3 colloq. Make sense. [latin addo]\\n',\n",
       " '\\n',\n",
       " 'Addendum  n. (pl. -da) 1 thing to be added. 2 material added at the end of a book.\\n',\n",
       " '\\n',\n",
       " 'Adder  n. Small venomous snake, esp. The common viper. [old english, originally nadder]\\n',\n",
       " '\\n',\n",
       " 'Addict  n. 1 person addicted, esp. To a drug. 2 colloq. Devotee (film addict). [latin: related to *ad-, dico say]\\n',\n",
       " '\\n',\n",
       " 'Addicted  adj. 1 (usu. Foll. By to) dependent on a drug etc. As a habit. 2 devoted to an interest. \\x7f addiction n.\\n',\n",
       " '\\n',\n",
       " 'Addictive  adj. Causing addiction.\\n',\n",
       " '\\n',\n",
       " 'Addition  n. 1 adding. 2 person or thing added. \\x7f in addition (often foll. By to) also, as well (as). [latin: related to *add]\\n',\n",
       " '\\n',\n",
       " 'Additional  adj. Added, extra, supplementary. \\x7f additionally adv.\\n',\n",
       " '\\n',\n",
       " 'Additive  n. Substance added to improve another, esp. To colour, flavour, or preserve food. [latin: related to *add]\\n',\n",
       " '\\n',\n",
       " 'Addle  v. (-ling) 1 muddle, confuse. 2 (usu. As addled adj.) (of an egg) become rotten. [old english, = filth]\\n',\n",
       " '\\n',\n",
       " \"Address  —n. 1 a place where a person lives or an organization is situated. B particulars of this, esp. For postal purposes. C computing location of an item of stored information. 2 discourse to an audience. —v. 1 write postal directions on (an envelope etc.). 2 direct (remarks etc.). 3 speak or write to, esp. Formally. 4 direct one's attention to. 5 golf take aim at (the ball). \\x7f address oneself to 1 speak or write to. 2 attend to. [french: related to *ad-, *direct]\\n\",\n",
       " '\\n',\n",
       " 'Addressee  n. Person to whom a letter etc. Is addressed.\\n',\n",
       " '\\n',\n",
       " 'Adduce  v. (-cing) cite as an instance or as proof or evidence. \\x7f adducible adj. [latin: related to *ad-, duco lead]\\n',\n",
       " '\\n',\n",
       " 'Adenoids  n.pl. Area of enlarged lymphatic tissue between the nose and the throat, often hindering breathing in the young. \\x7f adenoidal adj. [greek aden gland]\\n',\n",
       " '\\n',\n",
       " 'Adept  —adj. (foll. By at, in) skilful. —n. Adept person. [latin adipiscor adept- attain]\\n',\n",
       " '\\n',\n",
       " 'Adequate  adj. Sufficient, satisfactory. \\x7f adequacy n. Adequately adv. [latin: related to *ad-, *equate]\\n',\n",
       " '\\n',\n",
       " 'À deux  adv. & adj. For or between two. [french]\\n',\n",
       " '\\n',\n",
       " 'Adhere  v. (-ring) 1 (usu. Foll. By to) stick fast to a substance etc. 2 (foll. By to) behave according to (a rule, undertaking, etc.). 3 (foll. By to) give allegiance. [latin haereo stick]\\n',\n",
       " '\\n',\n",
       " 'Adherent  —n. Supporter. —adj. Sticking, adhering. \\x7f adherence n.\\n',\n",
       " '\\n',\n",
       " 'Adhesion  n. 1 adhering. 2 unnatural union of body tissues due to inflammation.\\n',\n",
       " '\\n',\n",
       " 'Adhesive  —adj. Sticky, causing adhesion. —n. Adhesive substance. \\x7f adhesiveness n.\\n',\n",
       " '\\n',\n",
       " 'Ad hoc  adv. & adj. For one particular occasion or use. [latin]\\n',\n",
       " '\\n',\n",
       " 'Adieu  int. Goodbye. [french, = to god]\\n',\n",
       " '\\n',\n",
       " 'Ad infinitum  adv. Without limit; for ever. [latin]\\n',\n",
       " '\\n',\n",
       " 'Adipose  adj. Of fat; fatty (adipose tissue). \\x7f adiposity n. [latin adeps fat]\\n',\n",
       " '\\n',\n",
       " 'Adjacent  adj. (often foll. By to) lying near; adjoining. \\x7f adjacency n. [latin jaceo lie]\\n',\n",
       " '\\n',\n",
       " 'Adjective  n. Word used to describe or modify a noun or pronoun. \\x7f adjectival adj. [latin jaceo lie]\\n',\n",
       " '\\n',\n",
       " 'Adjoin  v. Be next to and joined with. [latin jungo join]\\n',\n",
       " '\\n',\n",
       " 'Adjourn  v. 1 put off, postpone; break off (a meeting etc.) Temporarily. 2 (of a meeting) break and disperse or (foll. By to) transfer to another place (adjourned to the pub). \\x7f adjournment n. [latin: related to *ad-, diurnum day]\\n',\n",
       " '\\n',\n",
       " 'Adjudge  v. (-ging) 1 pronounce judgement on (a matter). 2 pronounce or award judicially. \\x7f adjudgement n. (also adjudgment). [latin judex judge]\\n',\n",
       " 'Adjudicate  v. (-ting) 1 act as judge in a competition, court, etc. 2 adjudge. \\x7f adjudication n. Adjudicative adj. Adjudicator n.\\n',\n",
       " '\\n',\n",
       " 'Adjunct  n. 1 (foll. By to, of) subordinate or incidental thing. 2 gram. Word or phrase used to explain or amplify the predicate, subject, etc. [latin: related to *adjoin]\\n',\n",
       " '\\n',\n",
       " 'Adjure  v. (-ring) (usu. Foll. By to + infin.) Beg or command. \\x7f adjuration n. [latin adjuro put to oath: related to *jury]\\n',\n",
       " '\\n',\n",
       " 'Adjust  v. 1 order or position; regulate; arrange. 2 (usu. Foll. By to) become or make suited; adapt. 3 harmonize (discrepancies). 4 assess (loss or damages). \\x7f adjustable adj. Adjustment n. [latin juxta near]\\n',\n",
       " '\\n',\n",
       " 'Adjutant  n. 1 a army officer assisting a superior in administrative duties. B assistant. 2 (in full adjutant bird) giant indian stork. [latin: related to *ad-, juvo jut- help]\\n',\n",
       " '\\n',\n",
       " 'Ad lib  —v. (-bb-) improvise. —adj. Improvised. —adv. As one pleases, to any desired extent. [abbreviation of latin ad libitum according to pleasure]\\n',\n",
       " '\\n',\n",
       " 'Admin  n. Colloq. Administration. [abbreviation]\\n',\n",
       " '\\n',\n",
       " 'Administer  v. 1 manage (business affairs etc.). 2 a deliver or dispense, esp. Formally (a punishment, sacrament, etc.). B (usu. Foll. By to) direct the taking of (an oath). [latin: related to *ad-, *minister]\\n',\n",
       " '\\n',\n",
       " 'Administrate  v. (-ting) administer (esp. Business affairs); act as an administrator.\\n',\n",
       " '\\n',\n",
       " 'Administration  n. 1 administering, esp. Public affairs. 2 government in power.\\n',\n",
       " '\\n',\n",
       " 'Administrative  adj. Of the management of affairs.\\n',\n",
       " '\\n',\n",
       " \"Administrator  n. Manager of a business, public affairs, or a person's estate.\\n\",\n",
       " '\\n',\n",
       " 'Admirable  adj. Deserving admiration; excellent. \\x7f admirably adv. [latin: related to *admire]\\n',\n",
       " '\\n',\n",
       " 'Admiral  n. 1 a commander-in-chief of a navy. B high-ranking naval officer, commander. 2 any of various butterflies. [arabic: related to *amir]\\n',\n",
       " '\\n',\n",
       " 'Admiralty  n. (pl. -ies) (in full admiralty board) hist. Committee superintending the royal navy.\\n',\n",
       " '\\n',\n",
       " 'Admiration  n. 1 respect; warm approval or pleasure. 2 object of this.\\n',\n",
       " '\\n',\n",
       " 'Admire  v. (-ring) 1 regard with approval, respect, or satisfaction. 2 express admiration of. \\x7f admirer n. Admiring adj. Admirlingly adv. [latin: related to *ad-, miror wonder at]\\n',\n",
       " '\\n',\n",
       " 'Admissible  adj. 1 (of an idea etc.) Worth accepting or considering. 2 law allowable as evidence. [latin: related to *admit]\\n',\n",
       " '\\n',\n",
       " 'Admission  n. 1 acknowledgement (admission of error). 2 a process or right of entering. B charge for this (admission is £5).\\n',\n",
       " '\\n',\n",
       " 'Admit  v. (-tt-) 1 (often foll. By to be, or that + clause) acknowledge; recognize as true. 2 (foll. By to) confess to (a deed, fault, etc.). 3 allow (a person) entrance, access, etc. 4 take (a patient) into hospital. 5 (of an enclosed space) accommodate. 6 (foll. By of) allow as possible. [latin mitto miss- send]\\n',\n",
       " '\\n',\n",
       " 'Admittance  n. Admitting or being admitted, usu. To a place.\\n',\n",
       " '\\n',\n",
       " 'Admittedly  adv. As must be admitted.\\n',\n",
       " '\\n',\n",
       " 'Admixture  n. 1 thing added, esp. A minor ingredient. 2 adding of this.\\n',\n",
       " '\\n',\n",
       " 'Admonish  v. 1 reprove. 2 urge, advise. 3 (foll. By of) warn. \\x7f admonishment n. Admonition n. Admonitory adj. [latin moneo warn]\\n',\n",
       " '\\n',\n",
       " 'Ad nauseam  adv. Excessively; disgustingly. [latin, = to sickness]\\n',\n",
       " '\\n',\n",
       " 'Ado  n. Fuss, busy activity; trouble. [from *at, *do1: originally in much ado = much to do]\\n',\n",
       " '\\n',\n",
       " 'Adobe  n. 1 sun-dried brick. 2 clay for making these. [spanish]\\n',\n",
       " '\\n',\n",
       " 'Adolescent  —adj. Between childhood and adulthood. —n. Adolescent person. \\x7f adolescence n. [latin adolesco grow up]\\n',\n",
       " '\\n',\n",
       " 'Adonis  n. Handsome young man. [latin, name of a youth loved by venus]\\n',\n",
       " '\\n',\n",
       " \"Adopt  v. 1 legally take (a person) into a relationship, esp. Another's child as one's own. 2 choose (a course of action etc.). 3 take over (another's idea etc.). 4 choose as a candidate for office. 5 accept responsibility for the maintenance of (a road etc.). 6 accept or approve (a report, accounts, etc.). \\x7f adoption n. [latin: related to *ad-, *opt]\\n\",\n",
       " 'Adoptive  adj. Because of adoption (adoptive son). [latin: related to *adopt]\\n',\n",
       " '\\n',\n",
       " 'Adorable  adj. 1 deserving adoration. 2 colloq. Delightful, charming.\\n',\n",
       " '\\n',\n",
       " 'Adore  v. (-ring) 1 love intensely. 2 worship as divine. 3 colloq. Like very much. \\x7f adoration n. Adorer n. [latin adoro worship]\\n',\n",
       " '\\n',\n",
       " 'Adorn  v. Add beauty to; decorate. \\x7f adornment n. [latin: related to *ad-, orno decorate]\\n',\n",
       " '\\n',\n",
       " 'Adrenal  —adj. 1 at or near the kidneys. 2 of the adrenal glands. —n. (in full adrenal gland) either of two ductless glands above the kidneys, secreting adrenalin. [from *ad-, *renal]\\n',\n",
       " '\\n',\n",
       " 'Adrenalin  n. (also adrenaline) 1 stimulative hormone secreted by the adrenal glands. 2 this extracted or synthesized for medicinal use.\\n',\n",
       " '\\n',\n",
       " 'Adrift  adv. & predic.adj. 1 drifting. 2 powerless; aimless. 3 colloq. A unfastened. B out of order, wrong (plans went adrift).\\n',\n",
       " '\\n',\n",
       " 'Adroit  adj. Dexterous, skilful. [french à droit according to right]\\n',\n",
       " '\\n',\n",
       " 'Adsorb  v. (usu. Of a solid) hold (molecules of a gas or liquid etc.) To its surface, forming a thin film. \\x7f adsorbent adj. & n. Adsorption n. [from *ad-, *absorb]\\n',\n",
       " '\\n',\n",
       " 'Adulation  n. Obsequious flattery. [latin adulor fawn on]\\n',\n",
       " '\\n',\n",
       " 'Adult  —adj. 1 mature, grown-up. 2 (attrib.) Of or for adults (adult education). —n. Adult person. \\x7f adulthood n. [latin adolesco adultus grow up]\\n',\n",
       " '\\n',\n",
       " 'Adulterate  v. (-ting) debase (esp. Foods) by adding other substances. \\x7f adulterant adj. & n. Adulteration n. [latin adultero corrupt]\\n',\n",
       " '\\n',\n",
       " 'Adulterer  n. (fem. Adulteress) person who commits adultery.\\n',\n",
       " '\\n',\n",
       " 'Adultery  n. Voluntary sexual intercourse between a married person and a person other than his or her spouse. \\x7f adulterous adj.\\n',\n",
       " '\\n',\n",
       " 'Adumbrate  v. (-ting) 1 indicate faintly or in outline. 2 foreshadow. 3 overshadow. \\x7f adumbration n. [latin: related to *ad-, umbra shade]\\n',\n",
       " '\\n',\n",
       " 'Advance  —v. (-cing) 1 move or put forward; progress. 2 pay or lend (money) beforehand. 3 promote (a person, cause, etc.). 4 present (a suggestion etc.). 5 (as advanced adj.) A well ahead. B socially progressive. —n. 1 going forward; progress. 2 prepayment; loan. 3 (in pl.) Amorous approaches. 4 rise in price. —attrib. Adj. Done or supplied beforehand (advance warning). \\x7f advance on approach threateningly. In advance ahead in place or time. [latin: related to *ab-, ante before]\\n',\n",
       " '\\n',\n",
       " 'Advanced level  n. High level of gce examination.\\n',\n",
       " '\\n',\n",
       " 'Advancement  n. Promotion of a person, cause, or plan.\\n',\n",
       " '\\n',\n",
       " 'Advantage  —n. 1 beneficial feature. 2 benefit, profit. 3 (often foll. By over) superiority. 4 (in tennis) the next point after deuce. —v. (-ging) benefit, favour. \\x7f take advantage of 1 make good use of. 2 exploit, esp. Unfairly. 3 euphem. Seduce. \\x7f advantageous adj. [french: related to *advance]\\n',\n",
       " '\\n',\n",
       " 'Advent  n. 1 season before christmas. 2 coming of christ. 3 (advent) important arrival. [latin adventus from venio come]\\n',\n",
       " '\\n',\n",
       " 'Adventist  n. Member of a christian sect believing in the imminent second coming of christ.\\n',\n",
       " '\\n',\n",
       " 'Adventitious  adj. 1 accidental, casual. 2 added from outside. 3 biol. Formed accidentally or under unusual conditions. [latin: related to *advent]\\n',\n",
       " '\\n',\n",
       " 'Adventure  —n. 1 unusual and exciting experience. 2 enterprise (spirit of adventure). —v. (-ring) dare, venture; engage in adventure. [latin: related to *advent]\\n',\n",
       " '\\n',\n",
       " 'Adventure playground  n. Playground with climbing-frames, building blocks, etc.\\n',\n",
       " '\\n',\n",
       " 'Adventurer  n. (fem. Adventuress) 1 person who seeks adventure, esp. For personal gain or enjoyment. 2 financial speculator.\\n',\n",
       " '\\n',\n",
       " 'Adventurous  adj. Venturesome, enterprising.\\n',\n",
       " 'Adverb  n. Word indicating manner, degree, circumstance, etc., used to modify an adjective, verb, or other adverb (e.g. Gently, quite, then). \\x7f adverbial adj. [latin: related to *ad-, verbum word, *verb]\\n',\n",
       " '\\n',\n",
       " 'Adversary  n. (pl. -ies) enemy, opponent.\\n',\n",
       " '\\n',\n",
       " 'Adverse  adj. Unfavourable; harmful. \\x7f adversely adv. [latin: related to *ad-, verto vers- turn]\\n',\n",
       " '\\n',\n",
       " 'Adversity  n. Misfortune, distress.\\n',\n",
       " '\\n',\n",
       " 'Advert  n. Colloq. Advertisement. [abbreviation]\\n',\n",
       " '\\n',\n",
       " 'Advertise  v. (-sing) 1 promote (goods or services) publicly to increase sales. 2 make generally known. 3 (often foll. By for) seek by a notice in a newspaper etc. To buy, employ, sell, etc. [french avertir: related to *adverse]\\n',\n",
       " '\\n',\n",
       " 'Advertisement  n. 1 public announcement, esp. Of goods etc. For sale or wanted, vacancies, etc. 2 advertising. [french avertissement: related to *adverse]\\n',\n",
       " '\\n',\n",
       " 'Advice  n. 1 recommendation on how to act. 2 information given; news. 3 formal notice of a transaction.\\n',\n",
       " '\\n',\n",
       " 'Advisable  adj. To be recommended, expedient. \\x7f advisability n.\\n',\n",
       " '\\n',\n",
       " 'Advise  v. (-sing) 1 (also absol.) Give advice to. 2 recommend (advised me to rest). 3 (usu. Foll. By of, or that + clause) inform. [latin: related to *ad-, video vis- see]\\n',\n",
       " '\\n',\n",
       " 'Advisedly  adv. After due consideration; deliberately.\\n',\n",
       " '\\n',\n",
       " 'Adviser  n. (also advisor) person who advises, esp. Officially.\\n',\n",
       " '\\n',\n",
       " 'Usage  the variant advisor is fairly common, but is considered incorrect by many people.\\n',\n",
       " '\\n',\n",
       " 'Advisory  adj. Giving advice (advisory body).\\n',\n",
       " '\\n',\n",
       " 'Advocaat  n. Liqueur of eggs, sugar, and brandy. [dutch, = *advocate]\\n',\n",
       " '\\n',\n",
       " 'Advocacy  n. Support or argument for a cause, policy, etc.\\n',\n",
       " '\\n',\n",
       " 'Advocate  —n. 1 (foll. By of) person who supports or speaks in favour. 2 person who pleads for another, esp. In a lawcourt. —v. (-ting) recommend by argument. [latin: related to *ad-, voco call]\\n',\n",
       " '\\n',\n",
       " 'Adz  n. (brit adze) tool like an axe, with an arched blade at right angles to the handle. [old english]\\n',\n",
       " '\\n',\n",
       " 'Adze  n. (us adz) tool like an axe, with an arched blade at right angles to the handle. [old english]\\n',\n",
       " '\\n',\n",
       " 'Aegis  n. Protection; support. [greek aigis shield of zeus or athene]\\n',\n",
       " '\\n',\n",
       " 'Aeolian harp  n. Stringed instrument or toy sounding when the wind passes through it. [latin aeolus wind-god, from greek]\\n',\n",
       " '\\n',\n",
       " 'Aeon  n. (also eon) 1 long or indefinite period. 2 an age. [latin from greek]\\n',\n",
       " '\\n',\n",
       " 'Aerate  v. (-ting) 1 charge (a liquid) with carbon dioxide. 2 expose to air. \\x7f aeration n. [latin aer *air]\\n',\n",
       " '\\n',\n",
       " 'Aerial  —n. Device for transmitting or receiving radio waves. —adj. 1 by or from the air; involving aircraft (aerial attack). 2 existing in the air. 3 of or like air. [greek: related to *air]\\n',\n",
       " '\\n',\n",
       " 'Aero-  comb. Form air; aircraft. [greek aero- from aer air]\\n',\n",
       " '\\n',\n",
       " 'Aerobatics  n.pl. 1 spectacular flying of aircraft, esp. To entertain. 2 (as sing.) Performance of these. [from *aero-, after *acrobatics]\\n',\n",
       " '\\n',\n",
       " 'Aerobics  n.pl. Vigorous exercises designed to increase oxygen intake. \\x7f aerobic adj. [from *aero-, greek bios life]\\n',\n",
       " '\\n',\n",
       " 'Aerodrome  n. Small airport or airfield. [from *aero-, greek dromos course]\\n',\n",
       " '\\n',\n",
       " 'Aerodynamics  n.pl. (usu. Treated as sing.) Dynamics of solid bodies moving through air. \\x7f aerodynamic adj.\\n',\n",
       " '\\n',\n",
       " 'Aerofoil  n. Structure with curved surfaces (e.g. A wing, fin, or tailplane) designed to give lift in flight.\\n',\n",
       " '\\n',\n",
       " 'Aeronautics  n.pl. (usu. Treated as sing.) Science or practice of motion in the air. \\x7f aeronautic adj. Aeronautical adj. [from *aero-, *nautical]\\n',\n",
       " '\\n',\n",
       " 'Aeroplane  n. Powered heavier-than-air flying vehicle with fixed wings. [french: related to *aero-, *plane1]\\n',\n",
       " '\\n',\n",
       " 'Aerosol  n. 1 pressurized container releasing a substance as a fine spray. 2 system of minute particles suspended in gas (e.g. Fog or smoke). [from *aero-, *solution]\\n',\n",
       " '\\n',\n",
       " \"Aerospace  n. 1 earth's atmosphere and outer space. 2 aviation in this.\\n\",\n",
       " '\\n',\n",
       " 'Aesthete  n. Person who has or professes a special appreciation of beauty. [greek aisthanomai perceive]\\n',\n",
       " 'Aesthete  n. Person who has or professes a special appreciation of beauty. [greek aisthanomai perceive]\\n',\n",
       " '\\n',\n",
       " 'Aesthetic  —adj. 1 of or sensitive to beauty. 2 artistic, tasteful. —n. (in pl.) Philosophy of beauty, esp. In art. \\x7f aesthetically adv. Aestheticism n.\\n',\n",
       " '\\n',\n",
       " 'Aetiology  n. (us etiology) study of causation or of the causes of disease. \\x7f aetiological adj. [greek aitia cause]\\n',\n",
       " '\\n',\n",
       " 'Af  abbr. Audio frequency.\\n',\n",
       " '\\n',\n",
       " 'Afar  adv. At or to a distance.\\n',\n",
       " '\\n',\n",
       " 'Affable  adj. 1 friendly. 2 courteous. \\x7f affability n. Affably adv. [latin affabilis]\\n',\n",
       " '\\n',\n",
       " 'Affair  n. 1 matter, concern, or thing to be attended to (that is my affair). 2 a celebrated or notorious happening. B colloq. Thing or event (puzzling affair). 3 = *love affair. 4 (in pl.) Public or private business. [french à faire to do]\\n',\n",
       " '\\n',\n",
       " 'Affect  v. 1 a produce an effect on. B (of disease etc.) Attack. 2 move emotionally. 3 pretend (affected ignorance). 4 pose as or use for effect (affects the aesthete; affects fancy hats). \\x7f affecting adj. Affectingly adv. [latin afficio affect- influence]\\n',\n",
       " '\\n',\n",
       " 'Usage  affect should not be confused with effect, meaning ‘to bring about’. Note also that effect is used as a noun as well as a verb.\\n',\n",
       " '\\n',\n",
       " 'Affectation  n. 1 artificial manner. 2 (foll. By of) studied display. 3 pretence.\\n',\n",
       " '\\n',\n",
       " 'Affected  adj. 1 pretended, artificial. 2 full of affectation.\\n',\n",
       " '\\n',\n",
       " 'Affection  n. 1 goodwill, fond feeling. 2 disease; diseased condition.\\n',\n",
       " '\\n',\n",
       " 'Affectionate  adj. Loving, fond. \\x7f affectionately adv.\\n',\n",
       " '\\n',\n",
       " 'Affidavit  n. Written statement confirmed by oath. [latin, = has stated on oath]\\n',\n",
       " '\\n',\n",
       " 'Affiliate  —v. (-ting) (foll. By to, with) attach, adopt, or connect as a member or branch. —n. Affiliated person etc. [latin: related to *filial]\\n',\n",
       " '\\n',\n",
       " 'Affiliation  n. Affiliating or being affiliated.\\n',\n",
       " '\\n',\n",
       " 'Affiliation order  n. Legal order against the supposed father of an illegitimate child for support.\\n',\n",
       " '\\n',\n",
       " 'Affinity  n. (pl. -ies) 1 liking or attraction; feeling of kinship. 2 relationship, esp. By marriage. 3 similarity of structure or character suggesting a relationship. 4 chem. The tendency of certain substances to combine with others. [latin finis border] \\n',\n",
       " '\\n',\n",
       " 'Affirm  v. 1 assert, state as a fact. 2 law make a solemn declaration in place of an oath. \\x7f affirmation n. [latin: related to *firm1]\\n',\n",
       " '\\n',\n",
       " 'Affirmative  —adj. Affirming; expressing approval. —n. Affirmative statement or word etc.\\n',\n",
       " '\\n',\n",
       " 'Affix  —v. 1 attach, fasten. 2 add in writing. —n. 1 addition. 2 gram. Prefix or suffix. [latin: related to *fix]\\n',\n",
       " '\\n',\n",
       " 'Afflict  v. Distress physically or mentally. [latin fligo flict- strike down]\\n',\n",
       " '\\n',\n",
       " 'Affliction  n. 1 distress, suffering. 2 cause of this.\\n',\n",
       " '\\n',\n",
       " 'Affluent  adj. Wealthy, rich. \\x7f affluence n. [latin: related to *fluent]\\n',\n",
       " '\\n',\n",
       " \"Afford  v. 1 (prec. By can or be able to) a have enough money, time, etc., for; be able to spare. B be in a position (can't afford to be critical). 2 provide (affords a view of the sea). [old english ge- prefix implying completeness, *forth]\\n\",\n",
       " '\\n',\n",
       " 'Afforest  v. 1 convert into forest. 2 plant with trees. \\x7f afforestation n. [latin: related to *forest]\\n',\n",
       " '\\n',\n",
       " 'Affray  n. Breach of the peace by fighting or rioting in public. [anglo-french = ‘remove from peace’]\\n',\n",
       " '\\n',\n",
       " 'Affront  —n. Open insult. —v. Insult openly; offend, embarrass. [latin: related to *front]\\n',\n",
       " '\\n',\n",
       " 'Afghan  —n. 1 a native or national of afghanistan. B person of afghan descent. 2 official language of afghanistan. —adj. Of afghanistan. [pashto]\\n',\n",
       " '\\n',\n",
       " 'Afghan hound  n. Tall hunting dog with long silky hair.\\n',\n",
       " '\\n',\n",
       " 'Aficionado  n. (pl. -s) devotee of a sport or pastime. [spanish]\\n',\n",
       " '\\n',\n",
       " 'Afield  adv. To or at a distance (esp. Far afield). [old english: related to *a2]\\n',\n",
       " '\\n',\n",
       " 'Aflame  adv. & predic.adj. 1 in flames. 2 very excited.\\n',\n",
       " '\\n',\n",
       " 'Afloat  adv. & predic.adj. 1 floating. 2 at sea. 3 out of debt or difficulty. 4 current. [old english: related to *a2]\\n',\n",
       " '\\n',\n",
       " 'Afoot  adv. & predic.adj. In operation; progressing.\\n',\n",
       " '\\n',\n",
       " 'Afore  prep. & adv. Archaic before; previously; in front (of). [old english: related to *a2]\\n',\n",
       " '\\n',\n",
       " 'Afore-  comb. Form before, previously (aforementioned; aforesaid).\\n',\n",
       " 'Afore  prep. & adv. Archaic before; previously; in front (of). [old english: related to *a2]\\n',\n",
       " '\\n',\n",
       " 'Afore-  comb. Form before, previously (aforementioned; aforesaid).\\n',\n",
       " '\\n',\n",
       " 'Aforethought  adj. Premeditated (following a noun: malice aforethought).\\n',\n",
       " '\\n',\n",
       " \"Afraid  predic. Adj. Alarmed, frightened. \\x7f be afraid colloq. Politely regret (i'm afraid we're late). [originally past part. Of *affray]\\n\",\n",
       " '\\n',\n",
       " 'Afresh  adv. Anew; with a fresh beginning. [earlier of fresh]\\n',\n",
       " '\\n',\n",
       " 'African  —n. 1 native (esp. Dark-skinned) of africa. 2 person of african descent. —adj. Of africa. [latin]\\n',\n",
       " '\\n',\n",
       " 'African elephant  n. The elephant of africa, larger than that of india.\\n',\n",
       " '\\n',\n",
       " 'African violet  n. House-plant with velvety leaves and blue, purple, or pink flowers.\\n',\n",
       " '\\n',\n",
       " 'Afrikaans  n. Language derived from dutch, used in s. Africa. [dutch, = ‘african’]\\n',\n",
       " '\\n',\n",
       " 'Afrikaner  n. Afrikaans-speaking white person in s. Africa, esp. Of dutch descent.\\n',\n",
       " '\\n',\n",
       " 'Afro  —adj. (of hair) tightly-curled and bushy. —n. (pl. -s) afro hairstyle.\\n',\n",
       " '\\n',\n",
       " 'Afro-  comb. Form african.\\n',\n",
       " '\\n',\n",
       " 'Afro-american  —adj. Of american blacks or their culture. —n. American black.\\n',\n",
       " '\\n',\n",
       " 'Afro-caribbean  —n. Caribbean person of african descent. —adj. Of afro-caribbeans.\\n',\n",
       " '\\n',\n",
       " 'Aft  adv. Naut. & aeron. At or towards the stern or tail. [earlier baft]\\n',\n",
       " '\\n',\n",
       " \"After  —prep. 1 following in time; later than (after a week). 2 in view of, in spite of (after what you did what do you expect?; after all my efforts i still lost). 3 behind (shut the door after you). 4 in pursuit or quest of (run after them). 5 about, concerning (asked after her). 6 in allusion to (named after the prince). 7 in imitation of (a painting after rubens). 8 next in importance to (best one after mine). —conj. Later than (left after they arrived). —adv. 1 later (soon after). 2 behind (followed on after). —adj. 1 later, following (in after years). 2 naut. Nearer the stern (after cabins). \\x7f after all in spite of everything (after all, what does it matter?). After one's own heart to one's taste. [old english]\\n\",\n",
       " '\\n',\n",
       " 'Afterbirth  n. Placenta etc. Discharged from the womb after childbirth.\\n',\n",
       " '\\n',\n",
       " 'After-care  n. Attention after leaving hospital etc.\\n',\n",
       " '\\n',\n",
       " 'After-effect  n. Delayed effect following an accident, trauma, etc.\\n',\n",
       " '\\n',\n",
       " 'Afterglow  n. Glow remaining after its source has disappeared.\\n',\n",
       " '\\n',\n",
       " 'Afterlife  n. Life after death.\\n',\n",
       " '\\n',\n",
       " 'Aftermath  n. 1 consequences, esp. Unpleasant (aftermath of war). 2 new grass growing after mowing. [from *after, math mowing]\\n',\n",
       " '\\n',\n",
       " 'Afternoon  n. Time from noon or lunch-time to evening.\\n',\n",
       " '\\n',\n",
       " 'Afterpains  n.pl. Pains caused by contraction of the womb after childbirth.\\n',\n",
       " '\\n',\n",
       " 'Afters  n.pl. Colloq. = *dessert 1.\\n',\n",
       " '\\n',\n",
       " 'Aftershave  n. Lotion used after shaving.\\n',\n",
       " '\\n',\n",
       " 'Aftertaste  n. Taste after eating or drinking.\\n',\n",
       " '\\n',\n",
       " 'Afterthought  n. Thing thought of or added later.\\n',\n",
       " '\\n',\n",
       " 'Afterward  adv. (brit. Afterwards) later, subsequently. [old english: related to *after, *-ward]\\n',\n",
       " '\\n',\n",
       " 'Afterwards  adv. (us afterward) later, subsequently. [old english: related to *after, *-ward]\\n',\n",
       " ...]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dictionary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "*****************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "**********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "******************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************"
     ]
    }
   ],
   "source": [
    "#labeling words\n",
    "labeled_words = list()\n",
    "pos=0 # assuming the word is located only at 0\n",
    "label=''\n",
    "for sentence in dictionary:\n",
    "    words = nltk.word_tokenize(sentence)\n",
    "    if len(words)>2:\n",
    "        pos = 0\n",
    "        got_label = False\n",
    "        while not got_label and pos<3:\n",
    "            if words[pos+1].lower() in '-n.':\n",
    "                label = 'noun'\n",
    "                got_label = True\n",
    "            elif words[pos+1].lower() in '-v.':\n",
    "                label = 'verb'\n",
    "                got_label = True\n",
    "            elif words[pos+1].lower() in '-adj.':\n",
    "                label = 'adjective'\n",
    "                got_label = True\n",
    "            elif words[pos+1].lower() in '-adv.':\n",
    "                label = 'adverb'\n",
    "                got_label = True\n",
    "            else:\n",
    "                got_label = False\n",
    "                pos+=1\n",
    "        labeled_words.append((words[0],label))\n",
    "        print('*',end='')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('A-', ''),\n",
       " ('Aa', 'noun'),\n",
       " ('Aardvark', 'noun'),\n",
       " ('Ab-', 'noun'),\n",
       " ('Aback', 'adverb'),\n",
       " ('Abacus', 'noun'),\n",
       " ('Abaft', 'noun'),\n",
       " ('Abandon', 'noun'),\n",
       " ('Abandoned', 'adjective'),\n",
       " ('Abase', 'verb'),\n",
       " ('Abashed', 'noun'),\n",
       " ('Abate', 'verb'),\n",
       " ('Abattoir', 'noun'),\n",
       " ('Abbacy', 'noun'),\n",
       " ('Abbé', 'noun'),\n",
       " ('Abbess', 'noun'),\n",
       " ('Abbey', 'noun'),\n",
       " ('Abbot', 'noun'),\n",
       " ('Abbreviate', 'verb'),\n",
       " ('Abc', 'noun'),\n",
       " ('Abdicate', 'verb'),\n",
       " ('Abdomen', 'noun'),\n",
       " ('Abduct', 'verb'),\n",
       " ('Abeam', 'adverb'),\n",
       " ('Aberdeen', 'noun'),\n",
       " ('Aberdonian', 'noun'),\n",
       " ('Aberrant', 'adjective'),\n",
       " ('Aberration', 'noun'),\n",
       " ('Abet', 'verb'),\n",
       " ('Abeyance', 'noun'),\n",
       " ('Abhor', 'verb'),\n",
       " ('Abhorrence', 'noun'),\n",
       " ('Abhorrent', 'adjective'),\n",
       " ('Abide', 'verb'),\n",
       " ('Abiding', 'adjective'),\n",
       " ('Ability', 'noun'),\n",
       " ('-ability', 'noun'),\n",
       " ('Ab', 'adverb'),\n",
       " ('Abject', 'adjective'),\n",
       " ('Abjure', 'verb'),\n",
       " ('Ablative', 'noun'),\n",
       " ('Ablaze', 'noun'),\n",
       " ('Able', 'adjective'),\n",
       " ('-able', 'adjective'),\n",
       " ('Able-bodied', 'adjective'),\n",
       " ('Able-bodied', 'noun'),\n",
       " ('Ablution', 'noun'),\n",
       " ('-ably', 'noun'),\n",
       " ('Abm', 'noun'),\n",
       " ('Abnegate', 'verb'),\n",
       " ('Abnegation', 'noun'),\n",
       " ('Abnormal', 'adjective'),\n",
       " ('Abo', 'adjective'),\n",
       " ('Aboard', 'adverb'),\n",
       " ('Abode1', 'noun'),\n",
       " ('Abode2', 'noun'),\n",
       " ('Abolish', 'verb'),\n",
       " ('Abolition', 'noun'),\n",
       " ('A-bomb', 'noun'),\n",
       " ('Abominable', 'adjective'),\n",
       " ('Abominable', 'noun'),\n",
       " ('Abominate', 'verb'),\n",
       " ('Aboriginal', 'noun'),\n",
       " ('Aborigine', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Abort', 'verb'),\n",
       " ('Abortion', 'noun'),\n",
       " ('Aboriginal', 'noun'),\n",
       " ('Aborigine', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Abort', 'verb'),\n",
       " ('Abortion', 'noun'),\n",
       " ('Abortive', 'adjective'),\n",
       " ('Abound', 'verb'),\n",
       " ('About', 'noun'),\n",
       " ('About-face', 'noun'),\n",
       " ('About-turn', 'noun'),\n",
       " ('Above', 'noun'),\n",
       " ('Above-board', 'adjective'),\n",
       " ('Abracadabra', 'noun'),\n",
       " ('Abrade', 'verb'),\n",
       " ('Abrasion', 'noun'),\n",
       " ('Abrasive', 'noun'),\n",
       " ('Abreast', 'adverb'),\n",
       " ('Abridge', 'verb'),\n",
       " ('Abroad', 'adverb'),\n",
       " ('Abrogate', 'verb'),\n",
       " ('Abrupt', 'adjective'),\n",
       " ('Abscess', 'noun'),\n",
       " ('Abseil', 'noun'),\n",
       " ('Absence', 'noun'),\n",
       " ('Absent', 'noun'),\n",
       " ('Absentee', 'noun'),\n",
       " ('Absenteeism', 'noun'),\n",
       " ('Absentee', 'noun'),\n",
       " ('Absent-minded', 'adjective'),\n",
       " ('Absinth', 'noun'),\n",
       " ('Absolute', 'noun'),\n",
       " ('Absolutely', 'adverb'),\n",
       " ('Absolute', 'noun'),\n",
       " ('Absolute', 'noun'),\n",
       " ('Absolute', 'noun'),\n",
       " ('Absolute', 'noun'),\n",
       " ('Absolution', 'noun'),\n",
       " ('Absolutism', 'noun'),\n",
       " ('Absolve', 'verb'),\n",
       " ('Absorb', 'verb'),\n",
       " ('Absorbent', 'noun'),\n",
       " ('Absorption', 'noun'),\n",
       " ('Abstain', 'verb'),\n",
       " ('Abstemious', 'adjective'),\n",
       " ('Abstention', 'noun'),\n",
       " ('Abstinence', 'noun'),\n",
       " ('Abstract', 'noun'),\n",
       " ('Abstracted', 'adjective'),\n",
       " ('Abstraction', 'noun'),\n",
       " ('Abstruse', 'adjective'),\n",
       " ('Absurd', 'adjective'),\n",
       " ('Abta', 'noun'),\n",
       " ('Abundance', 'noun'),\n",
       " ('Abundance', 'noun'),\n",
       " ('Abundant', 'adjective'),\n",
       " ('Abuse', 'noun'),\n",
       " ('Abusive', 'adjective'),\n",
       " ('Abut', 'verb'),\n",
       " ('Abutment', 'noun'),\n",
       " ('Abuzz', 'adverb'),\n",
       " ('Abysmal', 'adjective'),\n",
       " ('Abyss', 'noun'),\n",
       " ('Ac', 'noun'),\n",
       " ('Ac', 'noun'),\n",
       " ('A/c', 'noun'),\n",
       " ('-ac', 'noun'),\n",
       " ('Acacia', 'noun'),\n",
       " ('Academia', 'noun'),\n",
       " ('Academic', 'noun'),\n",
       " ('Academician', 'noun'),\n",
       " ('Academy', 'noun'),\n",
       " ('Acanthus', 'noun'),\n",
       " ('A', 'adjective'),\n",
       " ('Acas', 'noun'),\n",
       " ('Accede', 'verb'),\n",
       " ('Accelerate', 'verb'),\n",
       " ('Accelerator', 'noun'),\n",
       " ('Accent', 'noun'),\n",
       " ('Accentuate', 'verb'),\n",
       " ('Accept', 'verb'),\n",
       " ('Acceptable', 'adjective'),\n",
       " ('Acceptance', 'noun'),\n",
       " ('Access', 'noun'),\n",
       " ('Accessible', 'adjective'),\n",
       " ('Accession', 'noun'),\n",
       " ('Accessory', 'noun'),\n",
       " ('Access', 'noun'),\n",
       " ('Access', 'noun'),\n",
       " ('Accident', 'noun'),\n",
       " ('Accidental', 'noun'),\n",
       " ('Accident-prone', 'adjective'),\n",
       " ('Acclaim', 'noun'),\n",
       " ('Acclamation', 'noun'),\n",
       " ('Acclimatize', 'verb'),\n",
       " ('Accolade', 'noun'),\n",
       " ('Accommodate', 'verb'),\n",
       " ('Accommodating', 'adjective'),\n",
       " ('Accommodation', 'noun'),\n",
       " ('Accommodation', 'noun'),\n",
       " ('Accompaniment', 'noun'),\n",
       " ('Accompany', 'verb'),\n",
       " ('Accomplice', 'noun'),\n",
       " ('Accomplish', 'verb'),\n",
       " ('Accomplished', 'adjective'),\n",
       " ('Accomplishment', 'noun'),\n",
       " ('Accord', 'noun'),\n",
       " ('Accordance', 'noun'),\n",
       " ('According', 'adverb'),\n",
       " ('Accordingly', 'adverb'),\n",
       " ('Accordion', 'noun'),\n",
       " ('Accost', 'verb'),\n",
       " ('Accession', 'noun'),\n",
       " ('Accessory', 'noun'),\n",
       " ('Access', 'noun'),\n",
       " ('Access', 'noun'),\n",
       " ('Accident', 'noun'),\n",
       " ('Accidental', 'noun'),\n",
       " ('Accident-prone', 'adjective'),\n",
       " ('Acclaim', 'noun'),\n",
       " ('Acclamation', 'noun'),\n",
       " ('Acclimatize', 'verb'),\n",
       " ('Accolade', 'noun'),\n",
       " ('Accommodate', 'verb'),\n",
       " ('Accommodating', 'adjective'),\n",
       " ('Accommodation', 'noun'),\n",
       " ('Accommodation', 'noun'),\n",
       " ('Accompaniment', 'noun'),\n",
       " ('Accompany', 'verb'),\n",
       " ('Accomplice', 'noun'),\n",
       " ('Accomplish', 'verb'),\n",
       " ('Accomplished', 'adjective'),\n",
       " ('Accomplishment', 'noun'),\n",
       " ('Accord', 'noun'),\n",
       " ('Accordance', 'noun'),\n",
       " ('According', 'adverb'),\n",
       " ('Accordingly', 'adverb'),\n",
       " ('Accordion', 'noun'),\n",
       " ('Accost', 'verb'),\n",
       " ('Account', 'noun'),\n",
       " ('Accountable', 'adjective'),\n",
       " ('Accountant', 'noun'),\n",
       " ('Accouterments', 'noun'),\n",
       " ('Accoutrements', 'noun'),\n",
       " ('Accredit', 'verb'),\n",
       " ('Accredited', 'adjective'),\n",
       " ('Accretion', 'noun'),\n",
       " ('Accrue', 'verb'),\n",
       " ('Accumulate', 'verb'),\n",
       " ('Accumulation', 'noun'),\n",
       " ('Accumulator', 'noun'),\n",
       " ('Accuracy', 'noun'),\n",
       " ('Accurate', 'adjective'),\n",
       " ('Accursed', 'adjective'),\n",
       " ('Accusation', 'noun'),\n",
       " ('Accusative', 'noun'),\n",
       " ('Accusatory', 'adjective'),\n",
       " ('Accuse', 'verb'),\n",
       " ('Accustom', 'verb'),\n",
       " ('Accustomed', 'adjective'),\n",
       " ('Ace', 'noun'),\n",
       " ('Acellular', 'adjective'),\n",
       " ('Aceous', 'adjective'),\n",
       " ('Acerbic', 'adjective'),\n",
       " ('Acetaldehyde', 'noun'),\n",
       " ('Acetate', 'noun'),\n",
       " ('Acetic', 'adjective'),\n",
       " ('Acetic', 'noun'),\n",
       " ('Acetone', 'noun'),\n",
       " ('Acetylene', 'noun'),\n",
       " ('Ache', 'noun'),\n",
       " ('Achieve', 'verb'),\n",
       " ('Achievement', 'noun'),\n",
       " ('Achilles', 'noun'),\n",
       " ('Achilles', 'noun'),\n",
       " ('Achromatic', 'adjective'),\n",
       " ('Achy', 'adjective'),\n",
       " ('Acid', 'noun'),\n",
       " ('Acid', 'noun'),\n",
       " ('Acid', 'noun'),\n",
       " ('Acid', 'noun'),\n",
       " ('Acidulous', 'adjective'),\n",
       " ('Ack-ack', 'noun'),\n",
       " ('Acknowledge', 'verb'),\n",
       " ('Acknowledgement', 'noun'),\n",
       " ('Acme', 'noun'),\n",
       " ('Acne', 'noun'),\n",
       " ('Acolyte', 'noun'),\n",
       " ('Aconite', 'noun'),\n",
       " ('Acorn', 'noun'),\n",
       " ('Acoustic', 'adjective'),\n",
       " ('Acoustics', 'noun'),\n",
       " ('Acquaint', 'verb'),\n",
       " ('Acquaintance', 'noun'),\n",
       " ('Acquiesce', 'verb'),\n",
       " ('Acquire', 'verb'),\n",
       " ('Acquired', 'verb'),\n",
       " ('Acquired', 'noun'),\n",
       " ('Acquirement', 'noun'),\n",
       " ('Acquisition', 'noun'),\n",
       " ('Acquisitive', 'adjective'),\n",
       " ('Acquit', 'verb'),\n",
       " ('Acre', 'noun'),\n",
       " ('Acreage', 'noun'),\n",
       " ('Acrid', 'adjective'),\n",
       " ('Acrimonious', 'adjective'),\n",
       " ('Acrobat', 'noun'),\n",
       " ('Acrobatics', 'noun'),\n",
       " ('Acronym', 'noun'),\n",
       " ('Acropolis', 'noun'),\n",
       " ('Across', 'noun'),\n",
       " ('Acrostic', 'noun'),\n",
       " ('Acrylic', 'noun'),\n",
       " ('Acrylic', 'noun'),\n",
       " ('Act', 'noun'),\n",
       " ('Acting', 'noun'),\n",
       " ('Actinism', 'noun'),\n",
       " ('Actinium', 'noun'),\n",
       " ('Action', 'noun'),\n",
       " ('Actionable', 'adjective'),\n",
       " ('Action-packed', 'adjective'),\n",
       " ('Action', 'noun'),\n",
       " ('Action', 'noun'),\n",
       " ('Action', 'noun'),\n",
       " ('Activate', 'verb'),\n",
       " ('Active', 'noun'),\n",
       " ('Active', 'noun'),\n",
       " ('Activism', 'noun'),\n",
       " ('Activity', 'noun'),\n",
       " ('Actor', 'noun'),\n",
       " ('Actress', 'noun'),\n",
       " ('Actual', 'adjective'),\n",
       " ('Actuality', 'noun'),\n",
       " ('Actually', 'adverb'),\n",
       " ('Actuary', 'noun'),\n",
       " ('Actuate', 'verb'),\n",
       " ('Acuity', 'noun'),\n",
       " ('Acumen', 'noun'),\n",
       " ('Acupuncture', 'noun'),\n",
       " ('Acute', 'noun'),\n",
       " ('Acute', 'noun'),\n",
       " ('-acy', 'noun'),\n",
       " ('Ad', 'noun'),\n",
       " ('Ad', 'noun'),\n",
       " ('Ad-', 'noun'),\n",
       " ('Adage', 'noun'),\n",
       " ('Adagio', 'noun'),\n",
       " ('Adam', 'noun'),\n",
       " ('Adamant', 'adjective'),\n",
       " ('Adam', 'noun'),\n",
       " ('Adapt', 'verb'),\n",
       " ('Adaptor', 'noun'),\n",
       " ('Add', 'verb'),\n",
       " ('Addendum', 'noun'),\n",
       " ('Adder', 'noun'),\n",
       " ('Addict', 'noun'),\n",
       " ('Addicted', 'adjective'),\n",
       " ('Addictive', 'adjective'),\n",
       " ('Addition', 'noun'),\n",
       " ('Additional', 'adjective'),\n",
       " ('Additive', 'noun'),\n",
       " ('Addle', 'verb'),\n",
       " ('Address', 'noun'),\n",
       " ('Addressee', 'noun'),\n",
       " ('Adduce', 'verb'),\n",
       " ('Adenoids', 'noun'),\n",
       " ('Adept', 'noun'),\n",
       " ('Adequate', 'adjective'),\n",
       " ('À', 'adverb'),\n",
       " ('Adhere', 'verb'),\n",
       " ('Adherent', 'noun'),\n",
       " ('Adhesion', 'noun'),\n",
       " ('Adhesive', 'noun'),\n",
       " ('Ad', 'adverb'),\n",
       " ('Adieu', 'noun'),\n",
       " ('Ad', 'adverb'),\n",
       " ('Adipose', 'adjective'),\n",
       " ('Adjacent', 'adjective'),\n",
       " ('Adjective', 'noun'),\n",
       " ('Adjoin', 'verb'),\n",
       " ('Adjourn', 'verb'),\n",
       " ('Adjudge', 'verb'),\n",
       " ('Adjudicate', 'verb'),\n",
       " ('Adjunct', 'noun'),\n",
       " ('Adjure', 'verb'),\n",
       " ('Adjust', 'verb'),\n",
       " ('Adjutant', 'noun'),\n",
       " ('Ad', 'noun'),\n",
       " ('Admin', 'noun'),\n",
       " ('Administer', 'verb'),\n",
       " ('Administrate', 'verb'),\n",
       " ('Administration', 'noun'),\n",
       " ('Administrative', 'adjective'),\n",
       " ('Administrator', 'noun'),\n",
       " ('Admirable', 'adjective'),\n",
       " ('Admiral', 'noun'),\n",
       " ('Admiralty', 'noun'),\n",
       " ('Admiration', 'noun'),\n",
       " ('Admire', 'verb'),\n",
       " ('Admissible', 'adjective'),\n",
       " ('Admission', 'noun'),\n",
       " ('Admit', 'verb'),\n",
       " ('Admittance', 'noun'),\n",
       " ('Admittedly', 'adverb'),\n",
       " ('Admixture', 'noun'),\n",
       " ('Admonish', 'verb'),\n",
       " ('Ad', 'adverb'),\n",
       " ('Ado', 'noun'),\n",
       " ('Adobe', 'noun'),\n",
       " ('Adolescent', 'noun'),\n",
       " ('Adonis', 'noun'),\n",
       " ('Adopt', 'verb'),\n",
       " ('Adoptive', 'adjective'),\n",
       " ('Adorable', 'adjective'),\n",
       " ('Adore', 'verb'),\n",
       " ('Adorn', 'verb'),\n",
       " ('Adrenal', 'noun'),\n",
       " ('Adrenalin', 'noun'),\n",
       " ('Adrift', 'adverb'),\n",
       " ('Adroit', 'adjective'),\n",
       " ('Adsorb', 'verb'),\n",
       " ('Adulation', 'noun'),\n",
       " ('Adult', 'noun'),\n",
       " ('Adulterate', 'verb'),\n",
       " ('Adulterer', 'noun'),\n",
       " ('Adultery', 'noun'),\n",
       " ('Adumbrate', 'verb'),\n",
       " ('Advance', 'noun'),\n",
       " ('Advanced', 'noun'),\n",
       " ('Advancement', 'noun'),\n",
       " ('Advantage', 'noun'),\n",
       " ('Advent', 'noun'),\n",
       " ('Adventist', 'noun'),\n",
       " ('Adventitious', 'adjective'),\n",
       " ('Adventure', 'noun'),\n",
       " ('Adventure', 'noun'),\n",
       " ('Adventurer', 'noun'),\n",
       " ('Adventurous', 'adjective'),\n",
       " ('Adverb', 'noun'),\n",
       " ('Adversary', 'noun'),\n",
       " ('Adverse', 'adjective'),\n",
       " ('Adversity', 'noun'),\n",
       " ('Advert', 'noun'),\n",
       " ('Advertise', 'verb'),\n",
       " ('Advertisement', 'noun'),\n",
       " ('Advice', 'noun'),\n",
       " ('Advisable', 'adjective'),\n",
       " ('Advise', 'verb'),\n",
       " ('Advisedly', 'adverb'),\n",
       " ('Adviser', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Advisory', 'adjective'),\n",
       " ('Advocaat', 'noun'),\n",
       " ('Advocacy', 'noun'),\n",
       " ('Advocate', 'noun'),\n",
       " ('Adz', 'noun'),\n",
       " ('Adze', 'noun'),\n",
       " ('Aegis', 'noun'),\n",
       " ('Aeolian', 'noun'),\n",
       " ('Aeon', 'noun'),\n",
       " ('Aerate', 'verb'),\n",
       " ('Aerial', 'noun'),\n",
       " ('Aero-', 'noun'),\n",
       " ('Aerobatics', 'noun'),\n",
       " ('Aerobics', 'noun'),\n",
       " ('Aerodrome', 'noun'),\n",
       " ('Aerodynamics', 'noun'),\n",
       " ('Aerofoil', 'noun'),\n",
       " ('Aeronautics', 'noun'),\n",
       " ('Aeroplane', 'noun'),\n",
       " ('Aerosol', 'noun'),\n",
       " ('Aerospace', 'noun'),\n",
       " ('Aesthete', 'noun'),\n",
       " ('Aesthete', 'noun'),\n",
       " ('Aesthetic', 'noun'),\n",
       " ('Aetiology', 'noun'),\n",
       " ('Af', 'noun'),\n",
       " ('Afar', 'adverb'),\n",
       " ('Affable', 'adjective'),\n",
       " ('Affair', 'noun'),\n",
       " ('Affect', 'verb'),\n",
       " ('Usage', 'verb'),\n",
       " ('Affectation', 'noun'),\n",
       " ('Affected', 'adjective'),\n",
       " ('Affection', 'noun'),\n",
       " ('Affectionate', 'adjective'),\n",
       " ('Affidavit', 'noun'),\n",
       " ('Affiliate', 'noun'),\n",
       " ('Affiliation', 'noun'),\n",
       " ('Affiliation', 'noun'),\n",
       " ('Affinity', 'noun'),\n",
       " ('Affirm', 'verb'),\n",
       " ('Affirmative', 'noun'),\n",
       " ('Affix', 'noun'),\n",
       " ('Afflict', 'verb'),\n",
       " ('Affliction', 'noun'),\n",
       " ('Affluent', 'adjective'),\n",
       " ('Afford', 'verb'),\n",
       " ('Afforest', 'verb'),\n",
       " ('Affray', 'noun'),\n",
       " ('Affront', 'noun'),\n",
       " ('Afghan', 'noun'),\n",
       " ('Afghan', 'noun'),\n",
       " ('Aficionado', 'noun'),\n",
       " ('Afield', 'adverb'),\n",
       " ('Aflame', 'adverb'),\n",
       " ('Afloat', 'adverb'),\n",
       " ('Afoot', 'adverb'),\n",
       " ('Afore', 'noun'),\n",
       " ('Afore-', 'noun'),\n",
       " ('Afore', 'noun'),\n",
       " ('Afore-', 'noun'),\n",
       " ('Aforethought', 'adjective'),\n",
       " ('Afraid', 'noun'),\n",
       " ('Afresh', 'adverb'),\n",
       " ('African', 'noun'),\n",
       " ('African', 'noun'),\n",
       " ('African', 'noun'),\n",
       " ('Afrikaans', 'noun'),\n",
       " ('Afrikaner', 'noun'),\n",
       " ('Afro', 'noun'),\n",
       " ('Afro-', 'noun'),\n",
       " ('Afro-american', 'noun'),\n",
       " ('Afro-caribbean', 'noun'),\n",
       " ('Aft', 'adverb'),\n",
       " ('After', 'noun'),\n",
       " ('Afterbirth', 'noun'),\n",
       " ('After-care', 'noun'),\n",
       " ('After-effect', 'noun'),\n",
       " ('Afterglow', 'noun'),\n",
       " ('Afterlife', 'noun'),\n",
       " ('Aftermath', 'noun'),\n",
       " ('Afternoon', 'noun'),\n",
       " ('Afterpains', 'noun'),\n",
       " ('Afters', 'noun'),\n",
       " ('Aftershave', 'noun'),\n",
       " ('Aftertaste', 'noun'),\n",
       " ('Afterthought', 'noun'),\n",
       " ('Afterward', 'adverb'),\n",
       " ('Afterwards', 'adverb'),\n",
       " ('Ag', 'noun'),\n",
       " ('Again', 'adverb'),\n",
       " ('Against', 'noun'),\n",
       " ('Agape', 'noun'),\n",
       " ('Agaric', 'noun'),\n",
       " ('Agate', 'noun'),\n",
       " ('Agate', 'noun'),\n",
       " ('Agave', 'noun'),\n",
       " ('Age', 'noun'),\n",
       " ('-age', 'noun'),\n",
       " ('Aged', 'adjective'),\n",
       " ('Ageism', 'noun'),\n",
       " ('Ageless', 'adjective'),\n",
       " ('Agelong', 'adjective'),\n",
       " ('Agency', 'noun'),\n",
       " ('Agenda', 'noun'),\n",
       " ('Agent', 'noun'),\n",
       " ('Agent', 'noun'),\n",
       " ('Age', 'noun'),\n",
       " ('Age-old', 'adjective'),\n",
       " ('Agglomerate', 'noun'),\n",
       " ('Agglutinate', 'verb'),\n",
       " ('Aggrandize', 'verb'),\n",
       " ('Aggravate', 'verb'),\n",
       " ('Usage', 'verb'),\n",
       " ('Aggregate', 'noun'),\n",
       " ('Aggression', 'noun'),\n",
       " ('Aggressive', 'adjective'),\n",
       " ('Aggressor', 'noun'),\n",
       " ('Aggrieved', 'adjective'),\n",
       " ('Aggro', 'noun'),\n",
       " ('Aghast', 'noun'),\n",
       " ('Agile', 'adjective'),\n",
       " ('Agitate', 'verb'),\n",
       " ('Aglow', 'noun'),\n",
       " ('Agm', 'noun'),\n",
       " ('Agnail', 'noun'),\n",
       " ('Agnostic', 'noun'),\n",
       " ('Ago', 'adverb'),\n",
       " ('Agog', 'noun'),\n",
       " ('Agonize', 'verb'),\n",
       " ('Agony', 'noun'),\n",
       " ('Agony', 'noun'),\n",
       " ('Agony', 'noun'),\n",
       " ('Agoraphobia', 'noun'),\n",
       " ('Agrarian', 'noun'),\n",
       " ('Agree', 'verb'),\n",
       " ('Agreeable', 'adjective'),\n",
       " ('Agreement', 'noun'),\n",
       " ('Agriculture', 'noun'),\n",
       " ('Agrimony', 'noun'),\n",
       " ('Agronomy', 'noun'),\n",
       " ('Aground', 'noun'),\n",
       " ('Ague', 'noun'),\n",
       " ('Ah', 'noun'),\n",
       " ('Ah', 'noun'),\n",
       " ('Aha', 'noun'),\n",
       " ('Ahead', 'adverb'),\n",
       " ('Ahem', 'noun'),\n",
       " ('Ahoy', 'noun'),\n",
       " ('Ai', 'noun'),\n",
       " ('Aid', 'noun'),\n",
       " ('Aid', 'noun'),\n",
       " ('Aide', 'noun'),\n",
       " ('Aide-de-camp', 'noun'),\n",
       " ('Aids', 'noun'),\n",
       " ('Ail', 'verb'),\n",
       " ('Aileron', 'noun'),\n",
       " ('Ailing', 'adjective'),\n",
       " ('Ailment', 'noun'),\n",
       " ('Aim', 'noun'),\n",
       " ('Aimless', 'adjective'),\n",
       " ('Ai', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Aimless', 'adjective'),\n",
       " ('Ai', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Airbase', 'noun'),\n",
       " ('Air-bed', 'noun'),\n",
       " ('Airborne', 'adjective'),\n",
       " ('Air-brick', 'noun'),\n",
       " ('Airbus', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Air-conditioning', 'noun'),\n",
       " ('Aircraft', 'noun'),\n",
       " ('Aircraft-carrier', 'noun'),\n",
       " ('Aircraftman', 'noun'),\n",
       " ('Aircraftwoman', 'noun'),\n",
       " ('Aircrew', 'noun'),\n",
       " ('Air-cushion', 'noun'),\n",
       " ('Airedale', 'noun'),\n",
       " ('Airer', 'noun'),\n",
       " ('Airfield', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Airgun', 'noun'),\n",
       " ('Airhead', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Airless', 'adjective'),\n",
       " ('Air', 'noun'),\n",
       " ('Airlift', 'noun'),\n",
       " ('Airline', 'noun'),\n",
       " ('Airliner', 'noun'),\n",
       " ('Airlock', 'noun'),\n",
       " ('Airmail', 'noun'),\n",
       " ('Airman', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Airplane', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Airport', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Airs', 'noun'),\n",
       " ('Airscrew', 'noun'),\n",
       " ('Airship', 'noun'),\n",
       " ('Airsick', 'adjective'),\n",
       " ('Airspace', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Airstrip', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Airtight', 'adjective'),\n",
       " ('Air', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Airwaves', 'noun'),\n",
       " ('Airway', 'noun'),\n",
       " ('Airwoman', 'noun'),\n",
       " ('Airworthy', 'adjective'),\n",
       " ('Airy', 'adjective'),\n",
       " ('Airy-fairy', 'adjective'),\n",
       " ('Aisle', 'noun'),\n",
       " ('Aitch', 'noun'),\n",
       " ('Aitchbone', 'noun'),\n",
       " ('Ajar', 'adverb'),\n",
       " ('Akela', 'noun'),\n",
       " ('Akimbo', 'adverb'),\n",
       " ('Akin', 'noun'),\n",
       " ('Al', 'noun'),\n",
       " ('-al', 'noun'),\n",
       " ('À', 'noun'),\n",
       " ('Alabaster', 'noun'),\n",
       " ('À', 'adverb'),\n",
       " ('Alacrity', 'noun'),\n",
       " ('À', 'adverb'),\n",
       " ('Alarm', 'noun'),\n",
       " ('Alarm', 'noun'),\n",
       " ('Alarmist', 'noun'),\n",
       " ('Alas', 'noun'),\n",
       " ('Alb', 'noun'),\n",
       " ('Albatross', 'noun'),\n",
       " ('Albeit', 'noun'),\n",
       " ('Albino', 'noun'),\n",
       " ('Album', 'noun'),\n",
       " ('Albumen', 'noun'),\n",
       " ('Albumin', 'noun'),\n",
       " ('Alchemy', 'noun'),\n",
       " ('Alcohol', 'noun'),\n",
       " ('Alcoholic', 'noun'),\n",
       " ('Alcoholism', 'noun'),\n",
       " ('Alcove', 'noun'),\n",
       " ('Aldehyde', 'noun'),\n",
       " ('Aldehyde', 'noun'),\n",
       " ('Al', 'adjective'),\n",
       " ('Alder', 'noun'),\n",
       " ('Alderman', 'noun'),\n",
       " ('Ale', 'noun'),\n",
       " ('Aleatory', 'adjective'),\n",
       " ('Alehouse', 'noun'),\n",
       " ('Alembic', 'noun'),\n",
       " ('Alert', 'noun'),\n",
       " ('A', 'noun'),\n",
       " ('Alexander', 'noun'),\n",
       " ('Alexandrine', 'noun'),\n",
       " ('Alfalfa', 'noun'),\n",
       " ('Alfresco', 'adverb'),\n",
       " ('Alga', 'noun'),\n",
       " ('Algebra', 'noun'),\n",
       " ('Algol', 'noun'),\n",
       " ('Algorithm', 'noun'),\n",
       " ('Alias', 'noun'),\n",
       " ('Alibi', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Alien', 'noun'),\n",
       " ('Alienable', 'adjective'),\n",
       " ('Alienate', 'verb'),\n",
       " ('Alight1', 'noun'),\n",
       " ('Alight2', 'verb'),\n",
       " ('Align', 'verb'),\n",
       " ('Alike', 'noun'),\n",
       " ('Alimentary', 'adjective'),\n",
       " ('Alimentary', 'noun'),\n",
       " ('Alimony', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Aliphatic', 'adjective'),\n",
       " ('Aliquot', 'noun'),\n",
       " ('Alive', 'adjective'),\n",
       " ('Alkali', 'noun'),\n",
       " ('Alkalinity', 'noun'),\n",
       " ('Alkaloid', 'noun'),\n",
       " ('Alkane', 'noun'),\n",
       " ('Alkene', 'noun'),\n",
       " ('Alkyne', 'noun'),\n",
       " ('All', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Allah', 'noun'),\n",
       " ('Allay', 'verb'),\n",
       " ('All-clear', 'noun'),\n",
       " ('All', 'noun'),\n",
       " ('Allegation', 'noun'),\n",
       " ('Allege', 'verb'),\n",
       " ('Allegedly', 'adverb'),\n",
       " ('Allegiance', 'noun'),\n",
       " ('Allegory', 'noun'),\n",
       " ('Allegretto', 'noun'),\n",
       " ('Allegro', 'noun'),\n",
       " ('Alleluia', 'noun'),\n",
       " ('Allen', 'noun'),\n",
       " ('Allen', 'noun'),\n",
       " ('Allergic', 'adjective'),\n",
       " ('Allergy', 'noun'),\n",
       " ('Alleviate', 'verb'),\n",
       " ('Alley', 'noun'),\n",
       " ('Alliance', 'noun'),\n",
       " ('Allied', 'adjective'),\n",
       " ('Alligator', 'noun'),\n",
       " ('All-in', 'noun'),\n",
       " ('All-in', 'noun'),\n",
       " ('Alliteration', 'noun'),\n",
       " ('Allocate', 'verb'),\n",
       " ('Allot', 'verb'),\n",
       " ('Allotment', 'noun'),\n",
       " ('Allotropy', 'noun'),\n",
       " ('Allow', 'verb'),\n",
       " ('Allowance', 'noun'),\n",
       " ('Alloy', 'noun'),\n",
       " ('All-purpose', 'noun'),\n",
       " ('All-right', 'noun'),\n",
       " ('All-round', 'noun'),\n",
       " ('All-rounder', 'noun'),\n",
       " ('All', 'noun'),\n",
       " ('All', 'noun'),\n",
       " ('Allspice', 'noun'),\n",
       " ('All-time', 'noun'),\n",
       " ('Allude', 'verb'),\n",
       " ('Allure', 'noun'),\n",
       " ('Allusion', 'noun'),\n",
       " ('Alluvial', 'noun'),\n",
       " ('Alleluia', 'noun'),\n",
       " ('Allen', 'noun'),\n",
       " ('Allen', 'noun'),\n",
       " ('Allergic', 'adjective'),\n",
       " ('Allergy', 'noun'),\n",
       " ('Alleviate', 'verb'),\n",
       " ('Alley', 'noun'),\n",
       " ('Alliance', 'noun'),\n",
       " ('Allied', 'adjective'),\n",
       " ('Alligator', 'noun'),\n",
       " ('All-in', 'noun'),\n",
       " ('All-in', 'noun'),\n",
       " ('Alliteration', 'noun'),\n",
       " ('Allocate', 'verb'),\n",
       " ('Allot', 'verb'),\n",
       " ('Allotment', 'noun'),\n",
       " ('Allotropy', 'noun'),\n",
       " ('Allow', 'verb'),\n",
       " ('Allowance', 'noun'),\n",
       " ('Alloy', 'noun'),\n",
       " ('All-purpose', 'noun'),\n",
       " ('All-right', 'noun'),\n",
       " ('All-round', 'noun'),\n",
       " ('All-rounder', 'noun'),\n",
       " ('All', 'noun'),\n",
       " ('All', 'noun'),\n",
       " ('Allspice', 'noun'),\n",
       " ('All-time', 'noun'),\n",
       " ('Allude', 'verb'),\n",
       " ('Allure', 'noun'),\n",
       " ('Allusion', 'noun'),\n",
       " ('Alluvial', 'noun'),\n",
       " ('Alluvial', 'noun'),\n",
       " ('Alluvium', 'noun'),\n",
       " ('Ally', 'noun'),\n",
       " ('Alma', 'noun'),\n",
       " ('Almanac', 'noun'),\n",
       " ('Almighty', 'adjective'),\n",
       " ('Almond', 'noun'),\n",
       " ('Almoner', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Almost', 'adverb'),\n",
       " ('Alms', 'noun'),\n",
       " ('Almshouse', 'noun'),\n",
       " ('Aloe', 'noun'),\n",
       " ('Aloft', 'noun'),\n",
       " ('Alone', 'noun'),\n",
       " ('Along', 'noun'),\n",
       " ('Alongside', 'noun'),\n",
       " ('Aloof', 'noun'),\n",
       " ('Aloud', 'adverb'),\n",
       " ('Alp', 'noun'),\n",
       " ('Alpaca', 'noun'),\n",
       " ('Alpha', 'noun'),\n",
       " ('Alphabet', 'noun'),\n",
       " ('Alphanumeric', 'adjective'),\n",
       " ('Alpha', 'noun'),\n",
       " ('Alpine', 'noun'),\n",
       " ('Already', 'adverb'),\n",
       " ('Alright', 'adverb'),\n",
       " ('Usage', 'adverb'),\n",
       " ('Alsatian', 'noun'),\n",
       " ('Also', 'adverb'),\n",
       " ('Also-ran', 'noun'),\n",
       " ('Altar', 'noun'),\n",
       " ('Altarpiece', 'noun'),\n",
       " ('Alter', 'verb'),\n",
       " ('Altercate', 'verb'),\n",
       " ('Alter', 'noun'),\n",
       " ('Alter', 'noun'),\n",
       " ('Alternate', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Alternate', 'noun'),\n",
       " ('Alternating', 'noun'),\n",
       " ('Alternative', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Alternator', 'noun'),\n",
       " ('Although', 'noun'),\n",
       " ('Altimeter', 'noun'),\n",
       " ('Altitude', 'noun'),\n",
       " ('Alto', 'noun'),\n",
       " ('Altogether', 'adverb'),\n",
       " ('Usage', 'adverb'),\n",
       " ('Altruism', 'noun'),\n",
       " ('Alum', 'noun'),\n",
       " ('Alumina', 'noun'),\n",
       " ('Aluminium', 'noun'),\n",
       " ('Aluminize', 'verb'),\n",
       " ('Aluminum', 'noun'),\n",
       " ('Alumnus', 'noun'),\n",
       " ('Always', 'adverb'),\n",
       " ('Alyssum', 'noun'),\n",
       " ('Alzheimer', 'noun'),\n",
       " ('Am', 'noun'),\n",
       " ('Am', 'noun'),\n",
       " ('Am', 'noun'),\n",
       " ('A.m.', 'noun'),\n",
       " ('Amalgam', 'noun'),\n",
       " ('Amalgamate', 'verb'),\n",
       " ('Amanuensis', 'noun'),\n",
       " ('Amaranth', 'noun'),\n",
       " ('Amaryllis', 'noun'),\n",
       " ('Amass', 'verb'),\n",
       " ('Amateur', 'noun'),\n",
       " ('Amatory', 'adjective'),\n",
       " ('Amatory', 'adjective'),\n",
       " ('Amaze', 'verb'),\n",
       " ('Amazon', 'noun'),\n",
       " ('Ambassador', 'noun'),\n",
       " ('Amber', 'noun'),\n",
       " ('Ambergris', 'noun'),\n",
       " ('Ambidextrous', 'adjective'),\n",
       " ('Ambience', 'noun'),\n",
       " ('Ambient', 'adjective'),\n",
       " ('Ambiguous', 'adjective'),\n",
       " ('Ambit', 'noun'),\n",
       " ('Ambition', 'noun'),\n",
       " ('Ambitious', 'adjective'),\n",
       " ('Ambivalence', 'noun'),\n",
       " ('Amble', 'noun'),\n",
       " ('Ambrosia', 'noun'),\n",
       " ('Ambulance', 'noun'),\n",
       " ('Ambulatory', 'noun'),\n",
       " ('Ambuscade', 'noun'),\n",
       " ('Ambush', 'noun'),\n",
       " ('Ameliorate', 'verb'),\n",
       " ('Amen', 'noun'),\n",
       " ('Amenable', 'adjective'),\n",
       " ('Amend', 'verb'),\n",
       " ('Usage', 'verb'),\n",
       " ('Amendment', 'noun'),\n",
       " ('Amends', 'noun'),\n",
       " ('Amenity', 'noun'),\n",
       " ('American', 'noun'),\n",
       " ('American', 'noun'),\n",
       " ('American', 'noun'),\n",
       " ('American', 'noun'),\n",
       " ('Americanism', 'noun'),\n",
       " ('Americium', 'noun'),\n",
       " ('Amerind', 'adjective'),\n",
       " ('Amethyst', 'noun'),\n",
       " ('Amharic', 'noun'),\n",
       " ('Amiable', 'adjective'),\n",
       " ('Amiable', 'adjective'),\n",
       " ('Amicable', 'adjective'),\n",
       " ('Amid', 'noun'),\n",
       " ('Amidships', 'adverb'),\n",
       " ('Amidst', 'noun'),\n",
       " ('Amine', 'noun'),\n",
       " ('Amino', 'noun'),\n",
       " ('Amir', 'noun'),\n",
       " ('Amiss', 'noun'),\n",
       " ('Amity', 'noun'),\n",
       " ('Ammeter', 'noun'),\n",
       " ('Ammo', 'noun'),\n",
       " ('Ammonia', 'noun'),\n",
       " ('Ammonite', 'noun'),\n",
       " ('Ammunition', 'noun'),\n",
       " ('Amnesia', 'noun'),\n",
       " ('Amnesty', 'noun'),\n",
       " ('Amniocentesis', 'noun'),\n",
       " ('Amnion', 'noun'),\n",
       " ('Amoeba', 'noun'),\n",
       " ('Amok', 'adverb'),\n",
       " ('Among', 'noun'),\n",
       " ('Amoral', 'adjective'),\n",
       " ('Amorous', 'adjective'),\n",
       " ('Amorphous', 'adjective'),\n",
       " ('Amortize', 'verb'),\n",
       " ('Amount', 'noun'),\n",
       " ('Amour', 'noun'),\n",
       " ('Amour', 'noun'),\n",
       " ('Amp1', 'noun'),\n",
       " ('Amp2', 'noun'),\n",
       " ('Ampelopsis', 'noun'),\n",
       " ('Amperage', 'noun'),\n",
       " ('Ampere', 'noun'),\n",
       " ('Ampersand', 'noun'),\n",
       " ('Amphetamine', 'noun'),\n",
       " ('Amphibian', 'noun'),\n",
       " ('Amphibious', 'adjective'),\n",
       " ('Amphitheatre', 'noun'),\n",
       " ('Amphitheatre', 'noun'),\n",
       " ('Amphora', 'noun'),\n",
       " ('Ample', 'adjective'),\n",
       " ('Amplifier', 'noun'),\n",
       " ('Amplify', 'verb'),\n",
       " ('Amplitude', 'noun'),\n",
       " ('Amplitude', 'noun'),\n",
       " ('Ampoule', 'noun'),\n",
       " ('Ampulla', 'noun'),\n",
       " ('Amputate', 'verb'),\n",
       " ('Amuck', 'noun'),\n",
       " ('Amulet', 'noun'),\n",
       " ('Amuse', 'verb'),\n",
       " ('Amusement', 'noun'),\n",
       " ('Amusement', 'noun'),\n",
       " ('An', 'noun'),\n",
       " ('An-', 'noun'),\n",
       " ('-an', 'noun'),\n",
       " ('Anabaptist', 'noun'),\n",
       " ('Anabolic', 'noun'),\n",
       " ('Anabolism', 'noun'),\n",
       " ('Anachronism', 'noun'),\n",
       " ('Anaconda', 'noun'),\n",
       " ('Anaemia', 'noun'),\n",
       " ('Anaemic', 'adjective'),\n",
       " ('Anaesthesia', 'noun'),\n",
       " ('Anaesthetic', 'noun'),\n",
       " ('Anaesthetist', 'noun'),\n",
       " ('Anaesthetize', 'verb'),\n",
       " ('Anagram', 'noun'),\n",
       " ('Anal', 'adjective'),\n",
       " ('Analgesia', 'noun'),\n",
       " ('Analgesic', 'noun'),\n",
       " ('Analog', 'noun'),\n",
       " ('Analogize', 'verb'),\n",
       " ('Analogous', 'adjective'),\n",
       " ('Analogue', 'noun'),\n",
       " ('Analogy', 'noun'),\n",
       " ('Analogy', 'noun'),\n",
       " ('Analyse', 'verb'),\n",
       " ('Analysis', 'noun'),\n",
       " ('Analyst', 'noun'),\n",
       " ('Analytical', 'adjective'),\n",
       " ('Analyze', 'noun'),\n",
       " ('Anapaest', 'noun'),\n",
       " ('Anarchism', 'noun'),\n",
       " ('Anarchist', 'noun'),\n",
       " ('Anarchy', 'noun'),\n",
       " ('Anathema', 'noun'),\n",
       " ('Anathematize', 'verb'),\n",
       " ('Anatomy', 'noun'),\n",
       " ('Anatto', 'noun'),\n",
       " ('Anc', 'noun'),\n",
       " ('-ance', 'noun'),\n",
       " ('Ancestor', 'noun'),\n",
       " ('Ancestral', 'adjective'),\n",
       " ('Ancestry', 'noun'),\n",
       " ('Anchor', 'noun'),\n",
       " ('Anchorage', 'noun'),\n",
       " ('Anchorite', 'noun'),\n",
       " ('Anchorman', 'noun'),\n",
       " ('Anchovy', 'noun'),\n",
       " ('Ancien', 'noun'),\n",
       " ('Ancient', 'adjective'),\n",
       " ('Ancillary', 'noun'),\n",
       " ...]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "labeled_words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "import random"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "random.shuffle(labeled_words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('Gregarious', 'adjective'),\n",
       " ('Perfection', 'noun'),\n",
       " ('Finis', 'noun'),\n",
       " ('Put-up', 'noun'),\n",
       " ('Unaccompanied', 'adjective'),\n",
       " ('Photoelectric', 'noun'),\n",
       " ('Bivouac', 'noun'),\n",
       " ('Septuagenarian', 'noun'),\n",
       " ('Divine', 'noun'),\n",
       " ('Accost', 'verb'),\n",
       " ('Anachronism', 'noun'),\n",
       " ('Waspish', 'adjective'),\n",
       " ('Scarlet', 'noun'),\n",
       " ('Scepter', 'noun'),\n",
       " ('Reorient', 'verb'),\n",
       " ('Militant', 'noun'),\n",
       " ('Minute', 'noun'),\n",
       " ('Erotic', 'adjective'),\n",
       " ('North-west', 'noun'),\n",
       " ('Uncaring', 'adjective'),\n",
       " ('Drag-net', 'noun'),\n",
       " ('Trader', 'noun'),\n",
       " ('Krill', 'noun'),\n",
       " ('Americanism', 'noun'),\n",
       " ('Fruitless', 'adjective'),\n",
       " ('Brass', 'noun'),\n",
       " ('Cabaret', 'noun'),\n",
       " ('Abbacy', 'noun'),\n",
       " ('Pulverize', 'verb'),\n",
       " ('Net', 'noun'),\n",
       " ('All-time', 'noun'),\n",
       " ('Liken', 'verb'),\n",
       " ('Gimp', 'noun'),\n",
       " ('Cloven', 'noun'),\n",
       " ('Mixed', 'noun'),\n",
       " ('Gravel', 'noun'),\n",
       " ('Snare', 'noun'),\n",
       " ('Faience', 'noun'),\n",
       " ('Trade', 'noun'),\n",
       " ('Frisky', 'adjective'),\n",
       " ('Fluorescent', 'adjective'),\n",
       " ('Self-interest', 'noun'),\n",
       " ('Prune1', 'noun'),\n",
       " ('Cosh1', 'noun'),\n",
       " ('Gymslip', 'noun'),\n",
       " ('Mental', 'noun'),\n",
       " ('Tickle', 'noun'),\n",
       " ('Gemstone', 'noun'),\n",
       " ('Sailplane', 'noun'),\n",
       " ('Overrate', 'verb'),\n",
       " ('Nave1', 'noun'),\n",
       " ('Manger', 'noun'),\n",
       " ('Bravo', 'noun'),\n",
       " ('Cistern', 'noun'),\n",
       " ('Operculum', 'noun'),\n",
       " ('First', 'noun'),\n",
       " ('Carton', 'noun'),\n",
       " ('Stoma', 'noun'),\n",
       " ('Polity', 'noun'),\n",
       " ('Retroverted', 'adjective'),\n",
       " ('Sinn', 'noun'),\n",
       " ('Interest', 'noun'),\n",
       " ('Dauphin', 'noun'),\n",
       " ('Swede', 'noun'),\n",
       " ('Nympho', 'noun'),\n",
       " ('Cloth', 'noun'),\n",
       " ('Congeries', 'noun'),\n",
       " ('Stainless', 'noun'),\n",
       " ('Historical', 'adjective'),\n",
       " ('Resoluble', 'adjective'),\n",
       " ('Pwr', 'noun'),\n",
       " ('Porky', 'adjective'),\n",
       " ('Fray2', 'noun'),\n",
       " ('Heartthrob', 'noun'),\n",
       " ('Pet2', 'noun'),\n",
       " ('Friary', 'noun'),\n",
       " ('Serendipity', 'noun'),\n",
       " ('Pill', 'noun'),\n",
       " ('Actually', 'adverb'),\n",
       " ('Uninformed', 'adjective'),\n",
       " ('Unadvised', 'adjective'),\n",
       " ('White', 'noun'),\n",
       " ('Dignified', 'adjective'),\n",
       " ('Strop', 'noun'),\n",
       " ('Multidirectional', 'adjective'),\n",
       " ('Fulfil', 'verb'),\n",
       " ('Ignominy', 'noun'),\n",
       " ('Hairstyle', 'noun'),\n",
       " ('Fleshly', 'adjective'),\n",
       " ('Justify', 'verb'),\n",
       " ('Unification', 'noun'),\n",
       " ('Aphorism', 'noun'),\n",
       " ('Testes', 'noun'),\n",
       " ('Trailing', 'noun'),\n",
       " ('Suicide', 'noun'),\n",
       " ('Crow2', 'noun'),\n",
       " ('Stammer', 'noun'),\n",
       " ('Actuality', 'noun'),\n",
       " ('Bridal', 'adjective'),\n",
       " ('Unthread', 'verb'),\n",
       " ('Baccalaureate', 'noun'),\n",
       " ('Airedale', 'noun'),\n",
       " ('Tighten', 'verb'),\n",
       " ('Stead', 'noun'),\n",
       " ('Helpline', 'noun'),\n",
       " ('Ritardando', 'adverb'),\n",
       " ('Prose', 'noun'),\n",
       " ('Clown', 'noun'),\n",
       " ('Cert', 'noun'),\n",
       " ('High-spirited', 'adjective'),\n",
       " ('Hare-brained', 'adjective'),\n",
       " ('Concourse', 'noun'),\n",
       " ('Remit', 'noun'),\n",
       " ('Parallel', 'noun'),\n",
       " ('Antediluvian', 'adjective'),\n",
       " ('Cerebral', 'noun'),\n",
       " ('Mistime', 'verb'),\n",
       " ('Sceptre', 'noun'),\n",
       " ('Opera-glasses', 'noun'),\n",
       " ('Litany', 'noun'),\n",
       " ('Landlord', 'noun'),\n",
       " ('Satsuma', 'noun'),\n",
       " ('Swank', 'noun'),\n",
       " ('Ear-piercing', 'noun'),\n",
       " ('Antigen', 'noun'),\n",
       " ('Wallflower', 'noun'),\n",
       " ('Bronco', 'noun'),\n",
       " ('Parka', 'noun'),\n",
       " ('Effuse', 'verb'),\n",
       " ('Pronunciation', 'noun'),\n",
       " ('Plowman', 'noun'),\n",
       " ('Pelt1', 'noun'),\n",
       " ('Pole', 'noun'),\n",
       " ('Clean', 'noun'),\n",
       " ('Abate', 'verb'),\n",
       " ('Heliport', 'noun'),\n",
       " ('Jacquard', 'noun'),\n",
       " ('Unconditional', 'adjective'),\n",
       " ('Buret', 'noun'),\n",
       " ('Visionary', 'noun'),\n",
       " ('Revitalize', 'verb'),\n",
       " ('She', 'noun'),\n",
       " ('Cage', 'noun'),\n",
       " ('Diskette', 'noun'),\n",
       " ('Mustard', 'noun'),\n",
       " ('Efficacious', 'adjective'),\n",
       " ('Adhesion', 'noun'),\n",
       " ('Libation', 'noun'),\n",
       " ('Intonation', 'noun'),\n",
       " ('Discard', 'verb'),\n",
       " ('Disputant', 'noun'),\n",
       " ('Slick', 'noun'),\n",
       " ('Stratagem', 'noun'),\n",
       " ('Gifted', 'adjective'),\n",
       " ('Artist', 'noun'),\n",
       " ('Outré', 'adjective'),\n",
       " ('Incognito', 'noun'),\n",
       " ('Intimacy', 'noun'),\n",
       " ('Three', 'adjective'),\n",
       " ('Mews', 'noun'),\n",
       " ('Dissertation', 'noun'),\n",
       " ('Tubing', 'noun'),\n",
       " ('Croup1', 'noun'),\n",
       " ('Patois', 'noun'),\n",
       " ('Tier', 'noun'),\n",
       " ('Cartridge', 'noun'),\n",
       " ('Krummhorn', 'noun'),\n",
       " ('Indian', 'noun'),\n",
       " ('Foodie', 'noun'),\n",
       " ('Legless', 'adjective'),\n",
       " ('Erect', 'noun'),\n",
       " ('Local', 'noun'),\n",
       " ('Gantry', 'noun'),\n",
       " ('Liege', 'noun'),\n",
       " ('Diamond', 'noun'),\n",
       " ('Buffalo', 'noun'),\n",
       " ('Electrostatics', 'noun'),\n",
       " ('Windscreen', 'noun'),\n",
       " ('Wanting', 'adjective'),\n",
       " ('Factious', 'adjective'),\n",
       " ('Scar2', 'noun'),\n",
       " ('Represent1', 'verb'),\n",
       " ('Spare', 'noun'),\n",
       " ('Portage', 'noun'),\n",
       " ('D-day', 'noun'),\n",
       " ('Historiography', 'noun'),\n",
       " ('Telemetry', 'noun'),\n",
       " ('Determined', 'adjective'),\n",
       " ('Neologism', 'noun'),\n",
       " ('Mold2', 'noun'),\n",
       " ('Negative', 'noun'),\n",
       " ('Adam', 'noun'),\n",
       " ('Unaware', 'noun'),\n",
       " ('Arrowroot', 'noun'),\n",
       " ('Totalize', 'verb'),\n",
       " ('Unilateral', 'adjective'),\n",
       " ('Mumbo-jumbo', 'noun'),\n",
       " ('Conflate', 'verb'),\n",
       " ('Decompose', 'verb'),\n",
       " ('Plumb', 'noun'),\n",
       " ('Vinyl', 'noun'),\n",
       " ('Cilium', 'noun'),\n",
       " ('Undisciplined', 'adjective'),\n",
       " ('Violoncello', 'noun'),\n",
       " ('Cartel', 'noun'),\n",
       " ('Absolute', 'noun'),\n",
       " ('Head', 'adjective'),\n",
       " ('Aperture', 'noun'),\n",
       " ('Frostbite', 'noun'),\n",
       " ('Nuts', 'noun'),\n",
       " ('Tilth', 'noun'),\n",
       " ('Vestal', 'noun'),\n",
       " ('Contour', 'noun'),\n",
       " ('Federal', 'adjective'),\n",
       " ('Barnacle', 'noun'),\n",
       " ('Shopping', 'noun'),\n",
       " ('Subvention', 'noun'),\n",
       " ('Saintly', 'adjective'),\n",
       " ('Pentecostal', 'adjective'),\n",
       " ('Dinner', 'noun'),\n",
       " ('Vermicide', 'noun'),\n",
       " ('Condign', 'adjective'),\n",
       " ('Bob-sleigh', 'noun'),\n",
       " ('Headset', 'noun'),\n",
       " ('Mediate', 'verb'),\n",
       " ('Dress', 'noun'),\n",
       " ('Mooch', 'verb'),\n",
       " ('Think', 'noun'),\n",
       " ('Bacchant', 'noun'),\n",
       " ('Epicurean', 'noun'),\n",
       " ('Spurge', 'noun'),\n",
       " ('Myth', 'noun'),\n",
       " ('Vaulting', 'noun'),\n",
       " ('Co-write', 'verb'),\n",
       " ('Quarantine', 'noun'),\n",
       " ('Sultry', 'adjective'),\n",
       " ('Servitor', 'noun'),\n",
       " ('Conk2', 'noun'),\n",
       " ('Interrupter', 'noun'),\n",
       " ('Smokescreen', 'noun'),\n",
       " ('Lifelike', 'adjective'),\n",
       " ('Noticeable', 'adjective'),\n",
       " ('Congenial', 'adjective'),\n",
       " ('Disc', 'noun'),\n",
       " ('Vitamin', 'noun'),\n",
       " ('Similitude', 'noun'),\n",
       " ('-nik', 'noun'),\n",
       " ('Absolutely', 'adverb'),\n",
       " ('Satisfaction', 'noun'),\n",
       " ('Harlequin', 'noun'),\n",
       " ('Loaded', 'adjective'),\n",
       " ('Handyman', 'noun'),\n",
       " ('Coffee-table', 'noun'),\n",
       " ('Rennet', 'noun'),\n",
       " ('Reversion', 'noun'),\n",
       " ('Least', 'noun'),\n",
       " ('Misdeed', 'noun'),\n",
       " ('Taxation', 'noun'),\n",
       " ('Judgement', 'noun'),\n",
       " ('Raze', 'verb'),\n",
       " ('Punch-drunk', 'adjective'),\n",
       " ('Guildhall', 'noun'),\n",
       " ('Fez', 'noun'),\n",
       " ('Traditionalism', 'noun'),\n",
       " ('False', 'noun'),\n",
       " ('Varnish', 'noun'),\n",
       " ('Iota', 'noun'),\n",
       " ('Discourse', 'noun'),\n",
       " ('Live1', 'verb'),\n",
       " ('Sur-1', 'noun'),\n",
       " ('Amorous', 'adjective'),\n",
       " ('Tarot', 'noun'),\n",
       " ('Hobble', 'noun'),\n",
       " ('Perfectionism', 'noun'),\n",
       " ('Conveyor', 'noun'),\n",
       " ('Horse', 'noun'),\n",
       " ('Ozone-friendly', 'adjective'),\n",
       " ('Comfy', 'adjective'),\n",
       " ('Photogravure', 'noun'),\n",
       " ('Despatch', 'noun'),\n",
       " ('Diamanté', 'adjective'),\n",
       " ('Interdepartmental', 'adjective'),\n",
       " ('Ms', 'noun'),\n",
       " ('Station-wagon', 'noun'),\n",
       " ('Peanut', 'noun'),\n",
       " ('Odd', 'adjective'),\n",
       " ('Resume', 'verb'),\n",
       " ('Minefield', 'noun'),\n",
       " ('Grass', 'noun'),\n",
       " ('Reject', 'noun'),\n",
       " ('Canada', 'noun'),\n",
       " ('Cheetah', 'noun'),\n",
       " ('Long-playing', 'adjective'),\n",
       " ('Contemporaneous', 'adjective'),\n",
       " ('Miracle', 'noun'),\n",
       " ('Sergeant', 'noun'),\n",
       " ('Portuguese', 'noun'),\n",
       " ('Repatriate', 'noun'),\n",
       " ('Whitlow', 'noun'),\n",
       " ('Diversify', 'verb'),\n",
       " ('Thee', 'noun'),\n",
       " ('Testaceous', 'adjective'),\n",
       " ('Tactics', 'noun'),\n",
       " ('Ginger', 'noun'),\n",
       " ('Airfield', 'noun'),\n",
       " ('Gateway', 'noun'),\n",
       " ('Vamp1', 'noun'),\n",
       " ('Ringer', 'noun'),\n",
       " ('Bar', 'noun'),\n",
       " ('Talmud', 'noun'),\n",
       " ('Christen', 'verb'),\n",
       " ('Universal', 'noun'),\n",
       " ('P3', 'noun'),\n",
       " ('Twopenny-halfpenny', 'noun'),\n",
       " ('Agglutinate', 'verb'),\n",
       " ('Music-hall', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Preferable', 'adjective'),\n",
       " ('Miner', 'noun'),\n",
       " ('Roofing', 'noun'),\n",
       " ('Mg', 'noun'),\n",
       " ('Tissue-paper', 'noun'),\n",
       " ('Townspeople', 'noun'),\n",
       " ('Larch', 'noun'),\n",
       " ('Hell-bent', 'adjective'),\n",
       " ('Antitoxin', 'noun'),\n",
       " ('Scotch', 'verb'),\n",
       " ('Somnolent', 'adjective'),\n",
       " ('Common', 'adjective'),\n",
       " ('Burin', 'noun'),\n",
       " ('Regent', 'noun'),\n",
       " ('Linseed', 'noun'),\n",
       " ('Health', 'noun'),\n",
       " ('Sweet', 'noun'),\n",
       " ('Sequin', 'noun'),\n",
       " ('Laid', 'noun'),\n",
       " ('Non-conductor', 'noun'),\n",
       " ('Ipso', 'adverb'),\n",
       " ('Anyhow', 'adverb'),\n",
       " ('Unbounded', 'adjective'),\n",
       " ('Creeper', 'noun'),\n",
       " ('Orotund', 'adjective'),\n",
       " ('Heartland', 'noun'),\n",
       " ('Laser', 'noun'),\n",
       " ('Handwriting', 'noun'),\n",
       " ('Sodomy', 'noun'),\n",
       " ('Pince-nez', 'noun'),\n",
       " ('Swamp', 'noun'),\n",
       " ('Us', 'noun'),\n",
       " ('Canine', 'noun'),\n",
       " ('Whimsical', 'adjective'),\n",
       " ('Lyric', 'noun'),\n",
       " ('Byword', 'noun'),\n",
       " ('Also', 'adverb'),\n",
       " ('Magnifying', 'noun'),\n",
       " ('Profess', 'verb'),\n",
       " ('Toll-gate', 'noun'),\n",
       " ('Gutted', 'adjective'),\n",
       " ('Single-minded', 'adjective'),\n",
       " ('Overpay', 'verb'),\n",
       " ('-ine', 'noun'),\n",
       " ('Eccles', 'noun'),\n",
       " ('Lave', 'verb'),\n",
       " ('Cane', 'noun'),\n",
       " ('Bleat', 'noun'),\n",
       " ('Mock', 'noun'),\n",
       " ('Coup', 'noun'),\n",
       " ('Interrogate', 'verb'),\n",
       " ('Warlord', 'noun'),\n",
       " ('Carouse', 'noun'),\n",
       " ('Turning', 'noun'),\n",
       " ('Handstand', 'noun'),\n",
       " ('Tinpot', 'noun'),\n",
       " ('Unrelieved', 'adjective'),\n",
       " ('Daze', 'noun'),\n",
       " ('Japanese', 'noun'),\n",
       " ('Frame', 'noun'),\n",
       " ('Hidden', 'noun'),\n",
       " ('Dungeon', 'noun'),\n",
       " ('Fire-raiser', 'noun'),\n",
       " ('Lush1', 'adjective'),\n",
       " ('Fly-post', 'verb'),\n",
       " ('Boodle', 'noun'),\n",
       " ('Tachograph', 'noun'),\n",
       " ('Stamp', 'noun'),\n",
       " ('Fire-trap', 'noun'),\n",
       " ('Woke', 'noun'),\n",
       " ('Capitalism', 'noun'),\n",
       " ('Desultory', 'adjective'),\n",
       " ('Stationer', 'noun'),\n",
       " ('Aperitif', 'noun'),\n",
       " ('Ha', 'noun'),\n",
       " ('En-2', 'noun'),\n",
       " ('Decaliter', 'noun'),\n",
       " ('Townie', 'noun'),\n",
       " ('Filial', 'adjective'),\n",
       " ('Rada', 'noun'),\n",
       " ('Ignorant', 'adjective'),\n",
       " ('Tat1', 'noun'),\n",
       " ('Ingot', 'noun'),\n",
       " ('Thunderous', 'adjective'),\n",
       " ('Dove', 'noun'),\n",
       " ('Notwithstanding', 'noun'),\n",
       " ('Side-whiskers', 'noun'),\n",
       " ('Diapason', 'noun'),\n",
       " ('Pavement', 'noun'),\n",
       " ('Fire-brick', 'noun'),\n",
       " ('Backwoods', 'noun'),\n",
       " ('Cousin', 'noun'),\n",
       " ('Angelus', 'noun'),\n",
       " ('Cedar', 'noun'),\n",
       " ('Hang-glider', 'noun'),\n",
       " ('Peduncle', 'noun'),\n",
       " ('Residency', 'noun'),\n",
       " ('Irascible', 'adjective'),\n",
       " ('Keepsake', 'noun'),\n",
       " ('Charlotte', 'noun'),\n",
       " ('Emblem', 'noun'),\n",
       " ('Garter', 'noun'),\n",
       " ('Algorithm', 'noun'),\n",
       " ('Snuggery', 'noun'),\n",
       " ('Paleface', 'noun'),\n",
       " ('Viburnum', 'noun'),\n",
       " ('Frs', 'noun'),\n",
       " ('Aeolian', 'noun'),\n",
       " ('Pharmacopoeia', 'noun'),\n",
       " ('Franciscan', 'noun'),\n",
       " ('Perchance', 'adverb'),\n",
       " ('Staging', 'noun'),\n",
       " ('Stile', 'noun'),\n",
       " ('Vague', 'adjective'),\n",
       " ('Horseflesh', 'noun'),\n",
       " ('Allen', 'noun'),\n",
       " ('Underdeveloped', 'adjective'),\n",
       " ('Copulate', 'verb'),\n",
       " ('Stockist', 'noun'),\n",
       " ('Money', 'noun'),\n",
       " ('Desk', 'noun'),\n",
       " ('Birthing', 'noun'),\n",
       " ('Taurus', 'noun'),\n",
       " ('Memorabilia', 'noun'),\n",
       " ('Pancake', 'noun'),\n",
       " ('Hill-billy', 'noun'),\n",
       " ('Tabby', 'noun'),\n",
       " ('Interweave', 'verb'),\n",
       " ('Community', 'noun'),\n",
       " ('Post-modern', 'adjective'),\n",
       " ('Bind', 'noun'),\n",
       " ('Chastity', 'noun'),\n",
       " ('German', 'noun'),\n",
       " ('Interject', 'verb'),\n",
       " ('Fridge', 'noun'),\n",
       " ('Plough', 'noun'),\n",
       " ('Contractile', 'adjective'),\n",
       " ('Convertible', 'noun'),\n",
       " ('Velvet', 'noun'),\n",
       " ('Likely', 'noun'),\n",
       " ('Elfin', 'adjective'),\n",
       " ('Antagonist', 'noun'),\n",
       " ('Antipodes', 'noun'),\n",
       " ('Claymore', 'noun'),\n",
       " ('Palatable', 'adjective'),\n",
       " ('Rpm', 'noun'),\n",
       " ('-scopy', 'noun'),\n",
       " ('Rolling', 'noun'),\n",
       " ('Motherland', 'noun'),\n",
       " ('F2', 'noun'),\n",
       " ('Lute2', 'noun'),\n",
       " ('Spot', 'noun'),\n",
       " ('Programme', 'noun'),\n",
       " ('Holmium', 'noun'),\n",
       " ('Myopia', 'noun'),\n",
       " ('Pod', 'noun'),\n",
       " ('Hot', 'noun'),\n",
       " ('Unequal', 'adjective'),\n",
       " ('Sugar-daddy', 'noun'),\n",
       " ('Shirtsleeve', 'noun'),\n",
       " ('In', 'adverb'),\n",
       " ('Scylla', 'noun'),\n",
       " ('Planning', 'noun'),\n",
       " ('Porter1', 'noun'),\n",
       " ('Resettle', 'verb'),\n",
       " ('Joe', 'noun'),\n",
       " ('Wherry', 'noun'),\n",
       " ('Stripe', 'noun'),\n",
       " ('Ridge', 'noun'),\n",
       " ('Knife-pleat', 'noun'),\n",
       " ('High-level', 'adjective'),\n",
       " ('Bodysuit', 'noun'),\n",
       " ('Addle', 'verb'),\n",
       " ('Hubris', 'noun'),\n",
       " ('Pathos', 'noun'),\n",
       " ('Bit3', 'noun'),\n",
       " ('Willie', 'noun'),\n",
       " ('Tweet', 'noun'),\n",
       " ('Plot', 'noun'),\n",
       " ('Yank', 'noun'),\n",
       " ('Waste-paper', 'noun'),\n",
       " ('Cupric', 'adjective'),\n",
       " ('Gamine', 'noun'),\n",
       " ('Post-haste', 'adverb'),\n",
       " ('Bint', 'noun'),\n",
       " ('Near', 'noun'),\n",
       " ('Collateral', 'noun'),\n",
       " ('Premier', 'noun'),\n",
       " ('Pore1', 'noun'),\n",
       " ('Apache', 'noun'),\n",
       " ('Wonder', 'noun'),\n",
       " ('Outweigh', 'verb'),\n",
       " ('Endurance', 'noun'),\n",
       " ('Gladden', 'verb'),\n",
       " ('Julienne', 'noun'),\n",
       " ('Factory', 'noun'),\n",
       " ('Tappet', 'noun'),\n",
       " ('Capillary', 'noun'),\n",
       " ('Unavailing', 'adjective'),\n",
       " ('Obtuse', 'adjective'),\n",
       " ('Cot1', 'noun'),\n",
       " ('Missive', 'noun'),\n",
       " ('Hooch', 'noun'),\n",
       " ('Unbeaten', 'adjective'),\n",
       " ('Fount1', 'noun'),\n",
       " ('Shoddy', 'adjective'),\n",
       " ('Wavy', 'adjective'),\n",
       " ('Studio', 'noun'),\n",
       " ('Evens', 'noun'),\n",
       " ('Clear-headed', 'adjective'),\n",
       " ('Anyway', 'adverb'),\n",
       " ('Stingray', 'noun'),\n",
       " ('Wedding', 'noun'),\n",
       " ('Victualler', 'noun'),\n",
       " ('Flimsy', 'adjective'),\n",
       " ('Cross-ply', 'adjective'),\n",
       " (\"Entr'acte\", 'noun'),\n",
       " ('Contract', 'noun'),\n",
       " ('Full-blown', 'adjective'),\n",
       " ('Aggrieved', 'adjective'),\n",
       " ('Debtor', 'noun'),\n",
       " ('Handlebar', 'noun'),\n",
       " ('Fixer', 'noun'),\n",
       " ('Capricious', 'adjective'),\n",
       " ('Slowcoach', 'noun'),\n",
       " ('War', 'noun'),\n",
       " ('Foreign', 'noun'),\n",
       " ('Gooseberry', 'noun'),\n",
       " ('Credit', 'noun'),\n",
       " ('Plate', 'noun'),\n",
       " ('Rubberize', 'verb'),\n",
       " ('Flavouring', 'noun'),\n",
       " ('Masseur', 'noun'),\n",
       " ('Colour', 'noun'),\n",
       " ('Spin-drier', 'noun'),\n",
       " ('Peach2', 'verb'),\n",
       " ('Unanswered', 'adjective'),\n",
       " ('Keelson', 'noun'),\n",
       " ('Cd-rom', 'noun'),\n",
       " ('Bouffant', 'adjective'),\n",
       " ('Vex', 'verb'),\n",
       " ('Wilco', 'noun'),\n",
       " ('Devious', 'adjective'),\n",
       " ('Lumbago', 'noun'),\n",
       " ('Affect', 'verb'),\n",
       " ('Blackshirt', 'noun'),\n",
       " ('Missel', 'noun'),\n",
       " ('Peddle', 'verb'),\n",
       " ('Tax', 'noun'),\n",
       " ('Condom', 'noun'),\n",
       " ('Repetitive', 'noun'),\n",
       " ('Melancholia', 'noun'),\n",
       " ('Aperient', 'noun'),\n",
       " ('Throw-in', 'noun'),\n",
       " ('Tuberose', 'noun'),\n",
       " ('Ballocks', 'noun'),\n",
       " ('Brass', 'noun'),\n",
       " ('Xerox', 'noun'),\n",
       " ('Screen', 'noun'),\n",
       " ('Lion', 'noun'),\n",
       " ('Subcontract', 'noun'),\n",
       " ('Outplacement', 'noun'),\n",
       " ('Mescal', 'noun'),\n",
       " ('Grace-note', 'noun'),\n",
       " ('Wringing', 'adjective'),\n",
       " ('Loquacious', 'adjective'),\n",
       " ('Rhubarb', 'noun'),\n",
       " ('Solar', 'noun'),\n",
       " ('Colour-blind', 'adjective'),\n",
       " ('Chiaroscuro', 'noun'),\n",
       " ('Cutlery', 'noun'),\n",
       " ('Sundown', 'noun'),\n",
       " ('Insobriety', 'noun'),\n",
       " ('Newsprint', 'noun'),\n",
       " ('Integument', 'noun'),\n",
       " ('Osier', 'noun'),\n",
       " ('Arras', 'noun'),\n",
       " ('Shadowy', 'adjective'),\n",
       " ('Torque', 'noun'),\n",
       " ('Gloomy', 'adjective'),\n",
       " ('Bigot', 'noun'),\n",
       " ('Cavity', 'noun'),\n",
       " ('Signalman', 'noun'),\n",
       " ('Dissension', 'noun'),\n",
       " ('Demoniac', 'noun'),\n",
       " ('Mail2', 'noun'),\n",
       " ('Handset', 'noun'),\n",
       " ('Wilful', 'adjective'),\n",
       " ('Dud', 'noun'),\n",
       " ('Nutcase', 'noun'),\n",
       " ('High', 'noun'),\n",
       " ('Low', 'noun'),\n",
       " ('Eastbound', 'adjective'),\n",
       " ('Collector', 'noun'),\n",
       " ('Beware', 'verb'),\n",
       " ('Demagogue', 'noun'),\n",
       " ('Acceptable', 'adjective'),\n",
       " ('Ado', 'noun'),\n",
       " ('Circumcise', 'verb'),\n",
       " ('Full-frontal', 'adjective'),\n",
       " ('Slang', 'noun'),\n",
       " ('Galvanic', 'adjective'),\n",
       " ('Yet', 'noun'),\n",
       " ('Execrable', 'adjective'),\n",
       " ('Unrefined', 'adjective'),\n",
       " ('Simian', 'noun'),\n",
       " ('Plenary', 'adjective'),\n",
       " ('Lode', 'noun'),\n",
       " ('Messeigneurs', 'noun'),\n",
       " ('Coterie', 'noun'),\n",
       " ('Bale1', 'noun'),\n",
       " ('Re-examine', 'verb'),\n",
       " ('Alliteration', 'noun'),\n",
       " ('Gall3', 'noun'),\n",
       " ('Hair', 'noun'),\n",
       " ('Machinist', 'noun'),\n",
       " ('Under', 'noun'),\n",
       " ('Vitreous', 'noun'),\n",
       " ('Jet', 'noun'),\n",
       " ('Tally-ho', 'noun'),\n",
       " ('Some', 'noun'),\n",
       " ('Newsagent', 'noun'),\n",
       " ('Lotus', 'noun'),\n",
       " ('Comment', 'noun'),\n",
       " ('Nefarious', 'adjective'),\n",
       " ('Sentry-box', 'noun'),\n",
       " ('Responsive', 'adjective'),\n",
       " ('Centimetre', 'noun'),\n",
       " ('Chutzpah', 'noun'),\n",
       " ('Earphone', 'noun'),\n",
       " ('Orthodox', 'adjective'),\n",
       " ('Despot', 'noun'),\n",
       " ('Ocelot', 'noun'),\n",
       " ('Through', 'noun'),\n",
       " ('Object', 'noun'),\n",
       " ('Swing-boat', 'noun'),\n",
       " ('Nickel', 'noun'),\n",
       " ('Vet2', 'noun'),\n",
       " ('Low', 'noun'),\n",
       " ('Nem', 'noun'),\n",
       " ('Grist', 'noun'),\n",
       " ('Fork-lift', 'noun'),\n",
       " ('Gain', 'noun'),\n",
       " ('Watercress', 'noun'),\n",
       " ('Humph', 'noun'),\n",
       " ('Dopey', 'adjective'),\n",
       " ('Ab-', 'noun'),\n",
       " ('Taxi', 'noun'),\n",
       " ('Footman', 'noun'),\n",
       " ('Kitchen', 'noun'),\n",
       " ('Latter', 'adjective'),\n",
       " ('Whelk', 'noun'),\n",
       " ('Sc', 'noun'),\n",
       " ('Hyperbole', 'noun'),\n",
       " ('Spring', 'noun'),\n",
       " ('Got', 'noun'),\n",
       " ('Lesson', 'noun'),\n",
       " ('Pampas-grass', 'noun'),\n",
       " ('Appellation', 'noun'),\n",
       " ('Utterance', 'noun'),\n",
       " ('Non-flammable', 'adjective'),\n",
       " ('Sow1', 'verb'),\n",
       " ('Faithfully', 'adverb'),\n",
       " ('Royal', 'noun'),\n",
       " ('Presuppose', 'verb'),\n",
       " ('Marching', 'noun'),\n",
       " ('Milk', 'noun'),\n",
       " ('White', 'noun'),\n",
       " ('Lay4', 'noun'),\n",
       " ('Backhanded', 'adjective'),\n",
       " ('Unattainable', 'adjective'),\n",
       " ('Shred', 'noun'),\n",
       " ('Negligible', 'adjective'),\n",
       " ('Scrub2', 'noun'),\n",
       " ('Bowdlerize', 'verb'),\n",
       " ('Disco', 'noun'),\n",
       " ('Gardenia', 'noun'),\n",
       " ('Priority', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Pineal', 'noun'),\n",
       " ('Buzzard', 'noun'),\n",
       " ('Evildoer', 'noun'),\n",
       " ('Open', 'noun'),\n",
       " ('Exculpate', 'verb'),\n",
       " ('Regurgitate', 'verb'),\n",
       " ('Green', 'noun'),\n",
       " ('Commune2', 'verb'),\n",
       " ('Infill', 'noun'),\n",
       " ('Hull2', 'noun'),\n",
       " ('Repossess', 'verb'),\n",
       " ('Wayfarer', 'noun'),\n",
       " ('Prejudicial', 'adjective'),\n",
       " ('Hit', 'noun'),\n",
       " ('Hung', 'noun'),\n",
       " ('Badly', 'adverb'),\n",
       " ('Cystic', 'adjective'),\n",
       " ('Costive', 'adjective'),\n",
       " ('Eureka', 'noun'),\n",
       " ('Sheathe', 'verb'),\n",
       " ('Carte', 'noun'),\n",
       " ('Life', 'noun'),\n",
       " ('Lessor', 'noun'),\n",
       " ('Sari', 'noun'),\n",
       " ('Judgement', 'noun'),\n",
       " ('Christian', 'noun'),\n",
       " ('Traffic', 'noun'),\n",
       " ('Milligram', 'noun'),\n",
       " ('Toe', 'noun'),\n",
       " ('Pasta', 'noun'),\n",
       " ('Overfull', 'adjective'),\n",
       " ('Obstruction', 'noun'),\n",
       " ('Outstretched', 'adjective'),\n",
       " ('Backyard', 'noun'),\n",
       " ('Glorify', 'verb'),\n",
       " ('Calisthenics', 'noun'),\n",
       " ('Touché', 'noun'),\n",
       " ('Decisive', 'adjective'),\n",
       " ('Humoresque', 'noun'),\n",
       " ('Soften', 'verb'),\n",
       " ('Tatting', 'noun'),\n",
       " ('Me1', 'noun'),\n",
       " ('Matchboard', 'noun'),\n",
       " ('Authenticate', 'verb'),\n",
       " ('Radii', 'noun'),\n",
       " ('Drily', 'adverb'),\n",
       " ('Mega', 'noun'),\n",
       " ('Going', 'noun'),\n",
       " ('Wireworm', 'noun'),\n",
       " ('Atrocious', 'adjective'),\n",
       " ('Operative', 'noun'),\n",
       " ('Revue', 'noun'),\n",
       " ('Bulldog', 'noun'),\n",
       " ('Hail-fellow-well-met', 'adjective'),\n",
       " ('Fleck', 'noun'),\n",
       " ('Puff-adder', 'noun'),\n",
       " ('Heretic', 'noun'),\n",
       " ('Juliet', 'noun'),\n",
       " ('Sheaves', 'noun'),\n",
       " ('Artful', 'adjective'),\n",
       " ('Outrider', 'noun'),\n",
       " ('Retrogress', 'verb'),\n",
       " ('Bark2', 'noun'),\n",
       " ('Nobleman', 'noun'),\n",
       " ('Sleep', 'noun'),\n",
       " ('Registry', 'noun'),\n",
       " ('Edible', 'adjective'),\n",
       " ('Questionnaire', 'noun'),\n",
       " ('Bail1', 'noun'),\n",
       " ('Mark1', 'noun'),\n",
       " ('P.d.q', 'noun'),\n",
       " ('Trilateral', 'adjective'),\n",
       " ('Efficient', 'adjective'),\n",
       " ('Hot', 'noun'),\n",
       " ('Dutch', 'noun'),\n",
       " ('Scale3', 'noun'),\n",
       " ('Secular', 'adjective'),\n",
       " ('Hanky', 'noun'),\n",
       " ('Chagrin', 'noun'),\n",
       " ('Toddler', 'noun'),\n",
       " ('R.h.', 'noun'),\n",
       " ('Untaxed', 'adjective'),\n",
       " ('Stretcher', 'noun'),\n",
       " ('Herdsman', 'noun'),\n",
       " ('Paternalism', 'noun'),\n",
       " ('Painted', 'noun'),\n",
       " ('Semivowel', 'noun'),\n",
       " ('Poniard', 'noun'),\n",
       " ('Prescriptive', 'adjective'),\n",
       " ('Brass', 'noun'),\n",
       " ('Actor', 'noun'),\n",
       " ('Tweedy', 'adjective'),\n",
       " ('Tuberculin', 'noun'),\n",
       " ('Coupon', 'noun'),\n",
       " ('Disgorge', 'verb'),\n",
       " ('Eraser', 'noun'),\n",
       " ('High-class', 'adjective'),\n",
       " ('Boiler', 'noun'),\n",
       " ('Skate2', 'noun'),\n",
       " ('Interminable', 'adjective'),\n",
       " ('Melancholy', 'noun'),\n",
       " ('High', 'noun'),\n",
       " ('Perishable', 'noun'),\n",
       " ('Vinegar', 'noun'),\n",
       " ('Corn-cob', 'noun'),\n",
       " ('Ruby', 'noun'),\n",
       " ('Fibre', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Pretty-pretty', 'adjective'),\n",
       " ('Runner-up', 'noun'),\n",
       " ('Repertory', 'noun'),\n",
       " ('Dual', 'noun'),\n",
       " ('Milliliter', 'noun'),\n",
       " ('Guv', 'noun'),\n",
       " ('Blowy', 'adjective'),\n",
       " ('Hemorrhage', 'noun'),\n",
       " ('Wince', 'noun'),\n",
       " ('Pease-pudding', 'noun'),\n",
       " ('Constructive', 'adjective'),\n",
       " ('Sitar', 'noun'),\n",
       " ('-worthy', 'noun'),\n",
       " ('Rock2', 'noun'),\n",
       " ('Usherette', 'noun'),\n",
       " ('Excellent', 'adjective'),\n",
       " ('Unendurable', 'adjective'),\n",
       " ('Grummet', 'noun'),\n",
       " ('Displease', 'verb'),\n",
       " ('Champion', 'noun'),\n",
       " ('Diddums', 'noun'),\n",
       " ('Midfield', 'noun'),\n",
       " ('Nereid', 'noun'),\n",
       " ('Whippersnapper', 'noun'),\n",
       " ('Swept', 'noun'),\n",
       " ('Flabby', 'adjective'),\n",
       " ('Bush1', 'noun'),\n",
       " ('Washing-powder', 'noun'),\n",
       " ('Executive', 'noun'),\n",
       " ('Solvent', 'noun'),\n",
       " ('Conveyor', 'noun'),\n",
       " ('Rode', 'noun'),\n",
       " ('Debunk', 'verb'),\n",
       " ('Taught', 'noun'),\n",
       " ('Coronary', 'noun'),\n",
       " ('Strontium', 'noun'),\n",
       " ('Tug', 'noun'),\n",
       " ('Dematerialize', 'verb'),\n",
       " ('Commie', 'noun'),\n",
       " ('Foxhound', 'noun'),\n",
       " ('Meany', 'noun'),\n",
       " ('Bloodhound', 'noun'),\n",
       " ('Speed', 'noun'),\n",
       " ('Bushfire', 'noun'),\n",
       " ('Double-cross', 'noun'),\n",
       " ('Highway', 'noun'),\n",
       " ('Trap1', 'noun'),\n",
       " ('Pyrites', 'noun'),\n",
       " ('Immunology', 'noun'),\n",
       " ('Unconscious', 'noun'),\n",
       " ('Overlap', 'noun'),\n",
       " ('Ache', 'noun'),\n",
       " ('-lyte', 'noun'),\n",
       " ('Saprophyte', 'noun'),\n",
       " ('Taoiseach', 'noun'),\n",
       " ('Drawing-board', 'noun'),\n",
       " ('Unlined1', 'adjective'),\n",
       " ('Stria', 'noun'),\n",
       " ('Inclined', 'noun'),\n",
       " ('Lucre', 'noun'),\n",
       " ('Cask', 'noun'),\n",
       " ('Monitor', 'noun'),\n",
       " ('Ninety', 'adjective'),\n",
       " ('Echo', 'noun'),\n",
       " ('Connote', 'verb'),\n",
       " ('High', 'noun'),\n",
       " ('Decretal', 'noun'),\n",
       " ('Usage', 'verb'),\n",
       " ('Every', 'adjective'),\n",
       " ('Abracadabra', 'noun'),\n",
       " ('Unload', 'verb'),\n",
       " ('Supermarket', 'noun'),\n",
       " ('Thirty-nine', 'noun'),\n",
       " ('Extremity', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Defensive', 'adjective'),\n",
       " ('Cisalpine', 'adjective'),\n",
       " ('Tapas', 'noun'),\n",
       " ('Non-aggression', 'noun'),\n",
       " ('Boomerang', 'noun'),\n",
       " ('Accretion', 'noun'),\n",
       " ('Barrow1', 'noun'),\n",
       " ('Tutelary', 'adjective'),\n",
       " ('Pine', 'noun'),\n",
       " ('Stiff', 'noun'),\n",
       " ('Comedy', 'noun'),\n",
       " ('Pay', 'noun'),\n",
       " ('Filch', 'verb'),\n",
       " ('Chow', 'noun'),\n",
       " ('Teeter', 'verb'),\n",
       " ('Head-on', 'adjective'),\n",
       " ('Dawn', 'noun'),\n",
       " ('Shoreline', 'noun'),\n",
       " ('Moonshot', 'noun'),\n",
       " ('Snow-blind', 'adjective'),\n",
       " ('Payment', 'noun'),\n",
       " ('Taciturn', 'adjective'),\n",
       " ('Lama', 'noun'),\n",
       " ('Plonker', 'noun'),\n",
       " ('Kwh', 'noun'),\n",
       " ('Jodhpurs', 'noun'),\n",
       " ('Ray1', 'noun'),\n",
       " ('Ethics', 'noun'),\n",
       " ('Contradistinction', 'noun'),\n",
       " ('Usage', 'noun'),\n",
       " ('Scullion', 'noun'),\n",
       " ('Pit-head', 'noun'),\n",
       " ('Hadji', 'noun'),\n",
       " ('Vital', 'noun'),\n",
       " ('Disjunction', 'noun'),\n",
       " ('Feeling', 'noun'),\n",
       " ('Tea', 'noun'),\n",
       " ('Creosote', 'noun'),\n",
       " ('Dice', 'noun'),\n",
       " ('Buck3', 'noun'),\n",
       " ('Husky1', 'adjective'),\n",
       " ('Stick-in-the-mud', 'noun'),\n",
       " ('Sparkler', 'noun'),\n",
       " ('Inshore', 'adverb'),\n",
       " ('Substitute', 'noun'),\n",
       " ('Ophidian', 'noun'),\n",
       " ('Resistor', 'noun'),\n",
       " ('Detergent', 'noun'),\n",
       " ('Odometer', 'noun'),\n",
       " ('Kendo', 'noun'),\n",
       " ('Abutment', 'noun'),\n",
       " ('Bungalow', 'noun'),\n",
       " ('Connection', 'noun'),\n",
       " ('Levis', 'noun'),\n",
       " ('Tampon', 'noun'),\n",
       " ('Y1', 'noun'),\n",
       " ('Buffet1', 'noun'),\n",
       " ('Incentive', 'noun'),\n",
       " ('Molto', 'adverb'),\n",
       " ('Gateau', 'noun'),\n",
       " ('Quattrocento', 'noun'),\n",
       " ('Passenger', 'noun'),\n",
       " ('Magical', 'adjective'),\n",
       " ('Tootle', 'verb'),\n",
       " ('Petunia', 'noun'),\n",
       " ('Luminous', 'adjective'),\n",
       " ('Décolletage', 'noun'),\n",
       " ('Amidships', 'adverb'),\n",
       " ('Ascend', 'verb'),\n",
       " ('Sprain', 'noun'),\n",
       " ('Fife', 'noun'),\n",
       " ('Nearside', 'noun'),\n",
       " ('Lonely', 'adjective'),\n",
       " ('Granny', 'noun'),\n",
       " ('Pottage', 'noun'),\n",
       " ('Cornucopia', 'noun'),\n",
       " ('Cram', 'verb'),\n",
       " ('Cut-out', 'noun'),\n",
       " ('Bout', 'noun'),\n",
       " ('Kind-hearted', 'adjective'),\n",
       " ('Equiangular', 'adjective'),\n",
       " ('Sub', 'adjective'),\n",
       " ('Mummer', 'noun'),\n",
       " ('Hot', 'noun'),\n",
       " ('Señor', 'noun'),\n",
       " ('Boundless', 'adjective'),\n",
       " ('Romanticism', 'noun'),\n",
       " ('Nightgown', 'noun'),\n",
       " ('Adroit', 'adjective'),\n",
       " ('Martyr', 'noun'),\n",
       " ('Evoke', 'verb'),\n",
       " ('Seascape', 'noun'),\n",
       " ('Administration', 'noun'),\n",
       " ('Remainder', 'noun'),\n",
       " ('Peg-leg', 'noun'),\n",
       " ('Self-inflicted', 'adjective'),\n",
       " ('Fawn2', 'verb'),\n",
       " ('Vicinity', 'noun'),\n",
       " ('Irredentist', 'noun'),\n",
       " ('Obtain', 'verb'),\n",
       " ('Sprang', 'noun'),\n",
       " ('Gemma', 'noun'),\n",
       " ('Kitchenware', 'noun'),\n",
       " ('Carve', 'verb'),\n",
       " ('Xerography', 'noun'),\n",
       " ('Chatline', 'noun'),\n",
       " ('Geometric', 'noun'),\n",
       " ('Fire', 'noun'),\n",
       " ('Flyover', 'noun'),\n",
       " ('Unsettled', 'adjective'),\n",
       " ('Breviary', 'noun'),\n",
       " ('Few', 'noun'),\n",
       " ('Taverna', 'noun'),\n",
       " ('Master-key', 'noun'),\n",
       " ('Washerwoman', 'noun'),\n",
       " ('Gillyflower', 'noun'),\n",
       " ('Carbon', 'noun'),\n",
       " ('Air', 'noun'),\n",
       " ('Tribune', 'noun'),\n",
       " ('Billabong', 'noun'),\n",
       " ('Sub-machine-gun', 'noun'),\n",
       " ...]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "labeled_words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "featuresets = [(word_features(n), word) for (n, word) in labeled_words]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[({'starting_letter': 'G',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'is',\n",
       "   'last3_letters': 'nis'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'up',\n",
       "   'last3_letters': '-up'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ied'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ic',\n",
       "   'last3_letters': 'ric'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ac',\n",
       "   'last3_letters': 'uac'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'ian'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'ost'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'sm',\n",
       "   'last3_letters': 'ism'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'sh',\n",
       "   'last3_letters': 'ish'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'let'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ter'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ant'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ute'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ic',\n",
       "   'last3_letters': 'tic'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'est'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'net'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'der'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'll',\n",
       "   'last3_letters': 'ill'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'sm',\n",
       "   'last3_letters': 'ism'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ess'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ass'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'ret'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'cy',\n",
       "   'last3_letters': 'acy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ze',\n",
       "   'last3_letters': 'ize'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'Net'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'me',\n",
       "   'last3_letters': 'ime'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'ken'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'mp',\n",
       "   'last3_letters': 'imp'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'ven'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'xed'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'el',\n",
       "   'last3_letters': 'vel'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'are'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ce',\n",
       "   'last3_letters': 'nce'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'de',\n",
       "   'last3_letters': 'ade'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ky',\n",
       "   'last3_letters': 'sky'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'est'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'e1',\n",
       "   'last3_letters': 'ne1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'h1',\n",
       "   'last3_letters': 'sh1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'ip',\n",
       "   'last3_letters': 'lip'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'tal'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'kle'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'one'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ane'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'e1',\n",
       "   'last3_letters': 've1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ger'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'vo',\n",
       "   'last3_letters': 'avo'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'rn',\n",
       "   'last3_letters': 'ern'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'um',\n",
       "   'last3_letters': 'lum'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'rst'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ton'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ma',\n",
       "   'last3_letters': 'oma'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ity'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ted'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'nn',\n",
       "   'last3_letters': 'inn'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'est'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'hin'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'de',\n",
       "   'last3_letters': 'ede'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'ho',\n",
       "   'last3_letters': 'pho'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'th',\n",
       "   'last3_letters': 'oth'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'es',\n",
       "   'last3_letters': 'ies'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ess'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'cal'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'wr',\n",
       "   'last3_letters': 'Pwr'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ky',\n",
       "   'last3_letters': 'rky'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'y2',\n",
       "   'last3_letters': 'ay2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'b',\n",
       "   'last2_letters': 'ob',\n",
       "   'last3_letters': 'rob'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 't2',\n",
       "   'last3_letters': 'et2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ary'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ity'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'll',\n",
       "   'last3_letters': 'ill'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'lly'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'med'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'sed'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ite'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ied'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'op',\n",
       "   'last3_letters': 'rop'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'nal'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'il',\n",
       "   'last3_letters': 'fil'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ny',\n",
       "   'last3_letters': 'iny'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'yle'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'hly'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'fy',\n",
       "   'last3_letters': 'ify'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'sm',\n",
       "   'last3_letters': 'ism'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'es',\n",
       "   'last3_letters': 'tes'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'de',\n",
       "   'last3_letters': 'ide'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'w2',\n",
       "   'last3_letters': 'ow2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'mer'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ity'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'dal'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ad',\n",
       "   'last3_letters': 'ead'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ale'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'ten'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ad',\n",
       "   'last3_letters': 'ead'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'do',\n",
       "   'last3_letters': 'ndo'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'ose'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'wn',\n",
       "   'last3_letters': 'own'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'rt',\n",
       "   'last3_letters': 'ert'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ted'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ned'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'rse'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'it',\n",
       "   'last3_letters': 'mit'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'el',\n",
       "   'last3_letters': 'lel'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'ian'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ral'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'me',\n",
       "   'last3_letters': 'ime'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'tre'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'es',\n",
       "   'last3_letters': 'ses'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ny',\n",
       "   'last3_letters': 'any'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ord'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ma',\n",
       "   'last3_letters': 'uma'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'nk',\n",
       "   'last3_letters': 'ank'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'gen'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'wer'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'co',\n",
       "   'last3_letters': 'nco'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ka',\n",
       "   'last3_letters': 'rka'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'use'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'man'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 't1',\n",
       "   'last3_letters': 'lt1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ole'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'ean'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'rt',\n",
       "   'last3_letters': 'ort'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ard'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'nal'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'ret'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ary'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ze',\n",
       "   'last3_letters': 'ize'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'he',\n",
       "   'last3_letters': 'She'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'tte'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ard'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ard'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ant'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'ck',\n",
       "   'last3_letters': 'ick'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'em',\n",
       "   'last3_letters': 'gem'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ted'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'ist'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'é',\n",
       "   'last2_letters': 'ré',\n",
       "   'last3_letters': 'tré'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'to',\n",
       "   'last3_letters': 'ito'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'cy',\n",
       "   'last3_letters': 'acy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ee',\n",
       "   'last3_letters': 'ree'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ws',\n",
       "   'last3_letters': 'ews'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'p1',\n",
       "   'last3_letters': 'up1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'is',\n",
       "   'last3_letters': 'ois'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ier'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'dge'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'rn',\n",
       "   'last3_letters': 'orn'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'ian'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ie',\n",
       "   'last3_letters': 'die'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ess'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ct',\n",
       "   'last3_letters': 'ect'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'cal'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'try'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'ege'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'ond'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'lo',\n",
       "   'last3_letters': 'alo'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'cs',\n",
       "   'last3_letters': 'ics'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'een'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'r2',\n",
       "   'last3_letters': 'ar2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 't1',\n",
       "   'last3_letters': 'nt1'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'are'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ay',\n",
       "   'last3_letters': 'day'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'hy',\n",
       "   'last3_letters': 'phy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'try'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ned'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'sm',\n",
       "   'last3_letters': 'ism'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'd2',\n",
       "   'last3_letters': 'ld2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'am',\n",
       "   'last3_letters': 'dam'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'are'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'oot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ze',\n",
       "   'last3_letters': 'ize'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ral'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'bo',\n",
       "   'last3_letters': 'mbo'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'ose'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'b',\n",
       "   'last2_letters': 'mb',\n",
       "   'last3_letters': 'umb'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'yl',\n",
       "   'last3_letters': 'nyl'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'um',\n",
       "   'last3_letters': 'ium'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ned'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'lo',\n",
       "   'last3_letters': 'llo'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'el',\n",
       "   'last3_letters': 'tel'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ute'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ad',\n",
       "   'last3_letters': 'ead'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'ure'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ite'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ts',\n",
       "   'last3_letters': 'uts'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'th',\n",
       "   'last3_letters': 'lth'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'tal'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ur',\n",
       "   'last3_letters': 'our'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ral'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'cle'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'tly'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'tal'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ner'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'de',\n",
       "   'last3_letters': 'ide'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'gn',\n",
       "   'last3_letters': 'ign'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'gh',\n",
       "   'last3_letters': 'igh'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'set'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ess'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ch',\n",
       "   'last3_letters': 'och'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'nk',\n",
       "   'last3_letters': 'ink'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ant'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'ean'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'rge'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'th',\n",
       "   'last3_letters': 'yth'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ite'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'Q',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'try'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'tor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'k2',\n",
       "   'last3_letters': 'nk2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ter'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'een'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ke',\n",
       "   'last3_letters': 'ike'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ial'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'sc',\n",
       "   'last3_letters': 'isc'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'min'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'de',\n",
       "   'last3_letters': 'ude'},\n",
       "  'noun'),\n",
       " ({'starting_letter': '-',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'ik',\n",
       "   'last3_letters': 'nik'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'ely'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'uin'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ded'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'man'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'net'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'ast'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'eed'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ze',\n",
       "   'last3_letters': 'aze'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'nk',\n",
       "   'last3_letters': 'unk'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'll',\n",
       "   'last3_letters': 'all'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'z',\n",
       "   'last2_letters': 'ez',\n",
       "   'last3_letters': 'Fez'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'sm',\n",
       "   'last3_letters': 'ism'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'lse'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'sh',\n",
       "   'last3_letters': 'ish'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ta',\n",
       "   'last3_letters': 'ota'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'rse'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'e1',\n",
       "   'last3_letters': 've1'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': '-1',\n",
       "   'last3_letters': 'r-1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'rot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'sm',\n",
       "   'last3_letters': 'ism'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'yor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'rse'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'dly'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'fy',\n",
       "   'last3_letters': 'mfy'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'ure'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ch',\n",
       "   'last3_letters': 'tch'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'é',\n",
       "   'last2_letters': 'té',\n",
       "   'last3_letters': 'nté'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'tal'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'Ms',\n",
       "   'last3_letters': 'Ms'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'gon'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ut',\n",
       "   'last3_letters': 'nut'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'dd',\n",
       "   'last3_letters': 'Odd'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'me',\n",
       "   'last3_letters': 'ume'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ld',\n",
       "   'last3_letters': 'eld'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ass'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ct',\n",
       "   'last3_letters': 'ect'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'da',\n",
       "   'last3_letters': 'ada'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ah',\n",
       "   'last3_letters': 'tah'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'cle'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ant'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'ese'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'w',\n",
       "   'last2_letters': 'ow',\n",
       "   'last3_letters': 'low'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'fy',\n",
       "   'last3_letters': 'ify'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ee',\n",
       "   'last3_letters': 'hee'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'cs',\n",
       "   'last3_letters': 'ics'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ger'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ld',\n",
       "   'last3_letters': 'eld'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ay',\n",
       "   'last3_letters': 'way'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'p1',\n",
       "   'last3_letters': 'mp1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ger'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'Bar'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ud',\n",
       "   'last3_letters': 'mud'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'ten'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'sal'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': '3',\n",
       "   'last2_letters': 'P3',\n",
       "   'last3_letters': 'P3'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ny',\n",
       "   'last3_letters': 'nny'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'll',\n",
       "   'last3_letters': 'all'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ner'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'Mg',\n",
       "   'last3_letters': 'Mg'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'per'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ple'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ch',\n",
       "   'last3_letters': 'rch'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'xin'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ch',\n",
       "   'last3_letters': 'tch'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'mon'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'rin'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'eed'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'th',\n",
       "   'last3_letters': 'lth'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'eet'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'uin'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'id',\n",
       "   'last3_letters': 'aid'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'tor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'so',\n",
       "   'last3_letters': 'pso'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'w',\n",
       "   'last2_letters': 'ow',\n",
       "   'last3_letters': 'how'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ded'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'per'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'und'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'and'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ser'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'my',\n",
       "   'last3_letters': 'omy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'z',\n",
       "   'last2_letters': 'ez',\n",
       "   'last3_letters': 'nez'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'mp',\n",
       "   'last3_letters': 'amp'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'Us',\n",
       "   'last3_letters': 'Us'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'cal'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ic',\n",
       "   'last3_letters': 'ric'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ord'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'so',\n",
       "   'last3_letters': 'lso'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ess'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ted'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ded'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ay',\n",
       "   'last3_letters': 'pay'},\n",
       "  'verb'),\n",
       " ({'starting_letter': '-',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'es',\n",
       "   'last3_letters': 'les'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ave'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ane'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'at',\n",
       "   'last3_letters': 'eat'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'ck',\n",
       "   'last3_letters': 'ock'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'up',\n",
       "   'last3_letters': 'oup'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ord'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'use'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'and'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'pot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ved'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ze',\n",
       "   'last3_letters': 'aze'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'ese'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'me',\n",
       "   'last3_letters': 'ame'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'den'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'eon'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ser'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'h1',\n",
       "   'last3_letters': 'sh1'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'ost'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'dle'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ph',\n",
       "   'last3_letters': 'aph'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'mp',\n",
       "   'last3_letters': 'amp'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'ap',\n",
       "   'last3_letters': 'rap'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ke',\n",
       "   'last3_letters': 'oke'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'sm',\n",
       "   'last3_letters': 'ism'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ory'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ner'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'f',\n",
       "   'last2_letters': 'if',\n",
       "   'last3_letters': 'tif'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'Ha',\n",
       "   'last3_letters': 'Ha'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': '-2',\n",
       "   'last3_letters': 'n-2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ter'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ie',\n",
       "   'last3_letters': 'nie'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ial'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'da',\n",
       "   'last3_letters': 'ada'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ant'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 't1',\n",
       "   'last3_letters': 'at1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'got'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ove'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'rs',\n",
       "   'last3_letters': 'ers'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'son'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'ck',\n",
       "   'last3_letters': 'ick'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ds',\n",
       "   'last3_letters': 'ods'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'sin'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'lus'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'dar'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'der'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'cle'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'cy',\n",
       "   'last3_letters': 'ncy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ke',\n",
       "   'last3_letters': 'ake'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'tte'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'em',\n",
       "   'last3_letters': 'lem'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ter'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'hm',\n",
       "   'last3_letters': 'thm'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ery'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ce',\n",
       "   'last3_letters': 'ace'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'um',\n",
       "   'last3_letters': 'num'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'rs',\n",
       "   'last3_letters': 'Frs'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'ian'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ia',\n",
       "   'last3_letters': 'eia'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'can'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ce',\n",
       "   'last3_letters': 'nce'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ile'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ue',\n",
       "   'last3_letters': 'gue'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'sh',\n",
       "   'last3_letters': 'esh'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'len'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ped'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'ist'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ey',\n",
       "   'last3_letters': 'ney'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'sk',\n",
       "   'last3_letters': 'esk'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'rus'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ia',\n",
       "   'last3_letters': 'lia'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ke',\n",
       "   'last3_letters': 'ake'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'lly'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'by',\n",
       "   'last3_letters': 'bby'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ave'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ity'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'rn',\n",
       "   'last3_letters': 'ern'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'ind'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ity'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'man'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ct',\n",
       "   'last3_letters': 'ect'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'dge'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'gh',\n",
       "   'last3_letters': 'ugh'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ile'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'vet'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'ely'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'fin'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'ist'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'es',\n",
       "   'last3_letters': 'des'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'ore'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'pm',\n",
       "   'last3_letters': 'Rpm'},\n",
       "  'noun'),\n",
       " ({'starting_letter': '-',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'py',\n",
       "   'last3_letters': 'opy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'and'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'F2',\n",
       "   'last3_letters': 'F2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'e2',\n",
       "   'last3_letters': 'te2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'pot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'me',\n",
       "   'last3_letters': 'mme'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'um',\n",
       "   'last3_letters': 'ium'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ia',\n",
       "   'last3_letters': 'pia'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'od',\n",
       "   'last3_letters': 'Pod'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'Hot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ual'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'dy',\n",
       "   'last3_letters': 'ddy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'eve'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'In',\n",
       "   'last3_letters': 'In'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'la',\n",
       "   'last3_letters': 'lla'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'r1',\n",
       "   'last3_letters': 'er1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'tle'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'oe',\n",
       "   'last3_letters': 'Joe'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'rry'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'pe',\n",
       "   'last3_letters': 'ipe'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'dge'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'at',\n",
       "   'last3_letters': 'eat'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'el',\n",
       "   'last3_letters': 'vel'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'it',\n",
       "   'last3_letters': 'uit'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'dle'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'is',\n",
       "   'last3_letters': 'ris'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'os',\n",
       "   'last3_letters': 'hos'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': '3',\n",
       "   'last2_letters': 't3',\n",
       "   'last3_letters': 'it3'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ie',\n",
       "   'last3_letters': 'lie'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'eet'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'lot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'Y',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'nk',\n",
       "   'last3_letters': 'ank'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'per'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ic',\n",
       "   'last3_letters': 'ric'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ste'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'int'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'ear'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ral'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ier'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'e1',\n",
       "   'last3_letters': 're1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'he',\n",
       "   'last3_letters': 'che'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'der'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'gh',\n",
       "   'last3_letters': 'igh'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ce',\n",
       "   'last3_letters': 'nce'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'den'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'nne'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ory'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'pet'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ary'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'use'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 't1',\n",
       "   'last3_letters': 'ot1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ch',\n",
       "   'last3_letters': 'och'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'ten'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 't1',\n",
       "   'last3_letters': 'nt1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'dy',\n",
       "   'last3_letters': 'ddy'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'vy',\n",
       "   'last3_letters': 'avy'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'io',\n",
       "   'last3_letters': 'dio'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ns',\n",
       "   'last3_letters': 'ens'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ded'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ay',\n",
       "   'last3_letters': 'way'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ay',\n",
       "   'last3_letters': 'ray'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ler'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'sy',\n",
       "   'last3_letters': 'msy'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'ply'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'cte'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ct',\n",
       "   'last3_letters': 'act'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'wn',\n",
       "   'last3_letters': 'own'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ved'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'tor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'bar'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'xer'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ch',\n",
       "   'last3_letters': 'ach'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'War'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'gn',\n",
       "   'last3_letters': 'ign'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'rry'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'it',\n",
       "   'last3_letters': 'dit'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ze',\n",
       "   'last3_letters': 'ize'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ur',\n",
       "   'last3_letters': 'eur'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ur',\n",
       "   'last3_letters': 'our'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ier'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'h2',\n",
       "   'last3_letters': 'ch2'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'red'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'son'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'om',\n",
       "   'last3_letters': 'rom'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ant'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'x',\n",
       "   'last2_letters': 'ex',\n",
       "   'last3_letters': 'Vex'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'co',\n",
       "   'last3_letters': 'lco'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'go',\n",
       "   'last3_letters': 'ago'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ct',\n",
       "   'last3_letters': 'ect'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'rt',\n",
       "   'last3_letters': 'irt'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'el',\n",
       "   'last3_letters': 'sel'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'dle'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'x',\n",
       "   'last2_letters': 'ax',\n",
       "   'last3_letters': 'Tax'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'om',\n",
       "   'last3_letters': 'dom'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ia',\n",
       "   'last3_letters': 'lia'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': '-in'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'ose'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ks',\n",
       "   'last3_letters': 'cks'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ass'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'X',\n",
       "   'last_letter': 'x',\n",
       "   'last2_letters': 'ox',\n",
       "   'last3_letters': 'rox'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'een'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ct',\n",
       "   'last3_letters': 'act'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'cal'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ote'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'b',\n",
       "   'last2_letters': 'rb',\n",
       "   'last3_letters': 'arb'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'lar'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'ind'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'ro',\n",
       "   'last3_letters': 'uro'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ery'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'wn',\n",
       "   'last3_letters': 'own'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ety'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'int'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ier'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'as',\n",
       "   'last3_letters': 'ras'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'wy',\n",
       "   'last3_letters': 'owy'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ue',\n",
       "   'last3_letters': 'que'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'my',\n",
       "   'last3_letters': 'omy'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'got'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ity'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'man'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ac',\n",
       "   'last3_letters': 'iac'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'l2',\n",
       "   'last3_letters': 'il2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'set'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'ul',\n",
       "   'last3_letters': 'ful'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ud',\n",
       "   'last3_letters': 'Dud'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'ase'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'gh',\n",
       "   'last3_letters': 'igh'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'w',\n",
       "   'last2_letters': 'ow',\n",
       "   'last3_letters': 'Low'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'und'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'tor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'are'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ue',\n",
       "   'last3_letters': 'gue'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'do',\n",
       "   'last3_letters': 'Ado'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'ise'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'tal'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ang'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ic',\n",
       "   'last3_letters': 'nic'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'Y',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'Yet'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ned'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'ian'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ary'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'de',\n",
       "   'last3_letters': 'ode'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'rs',\n",
       "   'last3_letters': 'urs'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ie',\n",
       "   'last3_letters': 'rie'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'e1',\n",
       "   'last3_letters': 'le1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': '3',\n",
       "   'last2_letters': 'l3',\n",
       "   'last3_letters': 'll3'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ir',\n",
       "   'last3_letters': 'air'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'ist'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'der'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'Jet'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'ho',\n",
       "   'last3_letters': '-ho'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'me',\n",
       "   'last3_letters': 'ome'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'tus'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'x',\n",
       "   'last2_letters': 'ox',\n",
       "   'last3_letters': 'box'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'tre'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ah',\n",
       "   'last3_letters': 'pah'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'one'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'x',\n",
       "   'last2_letters': 'ox',\n",
       "   'last3_letters': 'dox'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'pot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'lot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'gh',\n",
       "   'last3_letters': 'ugh'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ct',\n",
       "   'last3_letters': 'ect'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'at',\n",
       "   'last3_letters': 'oat'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'el',\n",
       "   'last3_letters': 'kel'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 't2',\n",
       "   'last3_letters': 'et2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'w',\n",
       "   'last2_letters': 'ow',\n",
       "   'last3_letters': 'Low'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'em',\n",
       "   'last3_letters': 'Nem'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'ist'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ft',\n",
       "   'last3_letters': 'ift'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'ain'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ess'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ph',\n",
       "   'last3_letters': 'mph'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ey',\n",
       "   'last3_letters': 'pey'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': '-',\n",
       "   'last2_letters': 'b-',\n",
       "   'last3_letters': 'Ab-'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'i',\n",
       "   'last2_letters': 'xi',\n",
       "   'last3_letters': 'axi'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'man'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'hen'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ter'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'lk',\n",
       "   'last3_letters': 'elk'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'Sc',\n",
       "   'last3_letters': 'Sc'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ole'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'Got'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'son'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ass'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ce',\n",
       "   'last3_letters': 'nce'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'w1',\n",
       "   'last3_letters': 'ow1'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'lly'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'yal'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'ose'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'lk',\n",
       "   'last3_letters': 'ilk'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ite'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': '4',\n",
       "   'last2_letters': 'y4',\n",
       "   'last3_letters': 'ay4'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ded'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'red'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'b2',\n",
       "   'last3_letters': 'ub2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ze',\n",
       "   'last3_letters': 'ize'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'co',\n",
       "   'last3_letters': 'sco'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ia',\n",
       "   'last3_letters': 'nia'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ity'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'eal'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ard'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'oer'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'pen'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'een'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'e2',\n",
       "   'last3_letters': 'ne2'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'll',\n",
       "   'last3_letters': 'ill'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'l2',\n",
       "   'last3_letters': 'll2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ess'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'rer'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ial'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'it',\n",
       "   'last3_letters': 'Hit'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ung'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'dly'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ic',\n",
       "   'last3_letters': 'tic'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ka',\n",
       "   'last3_letters': 'eka'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'he',\n",
       "   'last3_letters': 'the'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'rte'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'fe',\n",
       "   'last3_letters': 'ife'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'sor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'i',\n",
       "   'last2_letters': 'ri',\n",
       "   'last3_letters': 'ari'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'ian'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ic',\n",
       "   'last3_letters': 'fic'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'am',\n",
       "   'last3_letters': 'ram'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'oe',\n",
       "   'last3_letters': 'Toe'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ta',\n",
       "   'last3_letters': 'sta'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'll',\n",
       "   'last3_letters': 'ull'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'hed'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ard'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'fy',\n",
       "   'last3_letters': 'ify'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'cs',\n",
       "   'last3_letters': 'ics'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'é',\n",
       "   'last2_letters': 'hé',\n",
       "   'last3_letters': 'ché'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ue',\n",
       "   'last3_letters': 'que'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'en',\n",
       "   'last3_letters': 'ten'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'e1',\n",
       "   'last3_letters': 'Me1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ard'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ate'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'i',\n",
       "   'last2_letters': 'ii',\n",
       "   'last3_letters': 'dii'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'ily'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ga',\n",
       "   'last3_letters': 'ega'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'rm',\n",
       "   'last3_letters': 'orm'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ue',\n",
       "   'last3_letters': 'vue'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'og',\n",
       "   'last3_letters': 'dog'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'met'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'ck',\n",
       "   'last3_letters': 'eck'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'der'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ic',\n",
       "   'last3_letters': 'tic'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'iet'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'es',\n",
       "   'last3_letters': 'ves'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'ul',\n",
       "   'last3_letters': 'ful'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'der'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ess'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'k2',\n",
       "   'last3_letters': 'rk2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'man'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'ep',\n",
       "   'last3_letters': 'eep'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'try'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'Q',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'ire'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'l1',\n",
       "   'last3_letters': 'il1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'k1',\n",
       "   'last3_letters': 'rk1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'q',\n",
       "   'last2_letters': '.q',\n",
       "   'last3_letters': 'd.q'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ral'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'Hot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ch',\n",
       "   'last3_letters': 'tch'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': '3',\n",
       "   'last2_letters': 'e3',\n",
       "   'last3_letters': 'le3'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'lar'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ky',\n",
       "   'last3_letters': 'nky'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'rin'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ler'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': '.',\n",
       "   'last2_letters': 'h.',\n",
       "   'last3_letters': '.h.'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'xed'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'her'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'man'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'sm',\n",
       "   'last3_letters': 'ism'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ted'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'el',\n",
       "   'last3_letters': 'wel'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ard'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ass'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'tor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'dy',\n",
       "   'last3_letters': 'edy'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'lin'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'pon'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'rge'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ser'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ass'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ler'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'e2',\n",
       "   'last3_letters': 'te2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'oly'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'gh',\n",
       "   'last3_letters': 'igh'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'gar'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'b',\n",
       "   'last2_letters': 'ob',\n",
       "   'last3_letters': 'cob'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'by',\n",
       "   'last3_letters': 'uby'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'bre'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'tty'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'up',\n",
       "   'last3_letters': '-up'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ory'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'ual'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ter'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'v',\n",
       "   'last2_letters': 'uv',\n",
       "   'last3_letters': 'Guv'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'wy',\n",
       "   'last3_letters': 'owy'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ce',\n",
       "   'last3_letters': 'nce'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'tar'},\n",
       "  'noun'),\n",
       " ({'starting_letter': '-',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'hy',\n",
       "   'last3_letters': 'thy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'k2',\n",
       "   'last3_letters': 'ck2'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'tte'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'ble'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'met'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'se',\n",
       "   'last3_letters': 'ase'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ms',\n",
       "   'last3_letters': 'ums'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ld',\n",
       "   'last3_letters': 'eld'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'id',\n",
       "   'last3_letters': 'eid'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'per'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'pt',\n",
       "   'last3_letters': 'ept'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'by',\n",
       "   'last3_letters': 'bby'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'h1',\n",
       "   'last3_letters': 'sh1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'der'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'yor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'de',\n",
       "   'last3_letters': 'ode'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'nk',\n",
       "   'last3_letters': 'unk'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ht',\n",
       "   'last3_letters': 'ght'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ary'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'um',\n",
       "   'last3_letters': 'ium'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ug',\n",
       "   'last3_letters': 'Tug'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ze',\n",
       "   'last3_letters': 'ize'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ie',\n",
       "   'last3_letters': 'mie'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'und'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ny',\n",
       "   'last3_letters': 'any'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'und'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'eed'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'ire'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'oss'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ay',\n",
       "   'last3_letters': 'way'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'p1',\n",
       "   'last3_letters': 'ap1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'es',\n",
       "   'last3_letters': 'tes'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'gy',\n",
       "   'last3_letters': 'ogy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'p',\n",
       "   'last2_letters': 'ap',\n",
       "   'last3_letters': 'lap'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'he',\n",
       "   'last3_letters': 'che'},\n",
       "  'noun'),\n",
       " ({'starting_letter': '-',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'yte'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'yte'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ch',\n",
       "   'last3_letters': 'ach'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'rd',\n",
       "   'last3_letters': 'ard'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'd1',\n",
       "   'last3_letters': 'ed1'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ia',\n",
       "   'last3_letters': 'ria'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ned'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'cre'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'k',\n",
       "   'last2_letters': 'sk',\n",
       "   'last3_letters': 'ask'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'tor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ety'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'ho',\n",
       "   'last3_letters': 'cho'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ote'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'gh',\n",
       "   'last3_letters': 'igh'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'tal'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ery'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ra',\n",
       "   'last3_letters': 'bra'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ad',\n",
       "   'last3_letters': 'oad'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'et',\n",
       "   'last3_letters': 'ket'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ity'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'as',\n",
       "   'last3_letters': 'pas'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ang'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'w1',\n",
       "   'last3_letters': 'ow1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ary'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'f',\n",
       "   'last2_letters': 'ff',\n",
       "   'last3_letters': 'iff'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'dy',\n",
       "   'last3_letters': 'edy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ay',\n",
       "   'last3_letters': 'Pay'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'ch',\n",
       "   'last3_letters': 'lch'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'w',\n",
       "   'last2_letters': 'ow',\n",
       "   'last3_letters': 'how'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ter'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': '-on'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'wn',\n",
       "   'last3_letters': 'awn'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'hot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'ind'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'rn',\n",
       "   'last3_letters': 'urn'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ma',\n",
       "   'last3_letters': 'ama'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ker'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 'h',\n",
       "   'last2_letters': 'wh',\n",
       "   'last3_letters': 'Kwh'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'J',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'rs',\n",
       "   'last3_letters': 'urs'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'y1',\n",
       "   'last3_letters': 'ay1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'cs',\n",
       "   'last3_letters': 'ics'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ad',\n",
       "   'last3_letters': 'ead'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 'i',\n",
       "   'last2_letters': 'ji',\n",
       "   'last3_letters': 'dji'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'tal'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ing'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ea',\n",
       "   'last3_letters': 'Tea'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ote'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ce',\n",
       "   'last3_letters': 'ice'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': '3',\n",
       "   'last2_letters': 'k3',\n",
       "   'last3_letters': 'ck3'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'y1',\n",
       "   'last3_letters': 'ky1'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ud',\n",
       "   'last3_letters': 'mud'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ler'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'ore'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'te',\n",
       "   'last3_letters': 'ute'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'ian'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'tor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ter'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'do',\n",
       "   'last3_letters': 'ndo'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'nt',\n",
       "   'last3_letters': 'ent'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'w',\n",
       "   'last2_letters': 'ow',\n",
       "   'last3_letters': 'low'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'is',\n",
       "   'last3_letters': 'vis'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'pon'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'Y',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 'Y1',\n",
       "   'last3_letters': 'Y1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': '1',\n",
       "   'last2_letters': 't1',\n",
       "   'last3_letters': 'et1'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'ive'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'to',\n",
       "   'last3_letters': 'lto'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'u',\n",
       "   'last2_letters': 'au',\n",
       "   'last3_letters': 'eau'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'Q',\n",
       "   'last_letter': 'o',\n",
       "   'last2_letters': 'to',\n",
       "   'last3_letters': 'nto'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ger'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'l',\n",
       "   'last2_letters': 'al',\n",
       "   'last3_letters': 'cal'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'le',\n",
       "   'last3_letters': 'tle'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ia',\n",
       "   'last3_letters': 'nia'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'us',\n",
       "   'last3_letters': 'ous'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'D',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ps',\n",
       "   'last3_letters': 'ips'},\n",
       "  'adverb'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'nd',\n",
       "   'last3_letters': 'end'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'ain'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'fe',\n",
       "   'last3_letters': 'ife'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'de',\n",
       "   'last3_letters': 'ide'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'L',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ly',\n",
       "   'last3_letters': 'ely'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ny',\n",
       "   'last3_letters': 'nny'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ge',\n",
       "   'last3_letters': 'age'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ia',\n",
       "   'last3_letters': 'pia'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'am',\n",
       "   'last3_letters': 'ram'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ut',\n",
       "   'last3_letters': 'out'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ut',\n",
       "   'last3_letters': 'out'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ted'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ar',\n",
       "   'last3_letters': 'lar'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'b',\n",
       "   'last2_letters': 'ub',\n",
       "   'last3_letters': 'Sub'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'mer'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'H',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'ot',\n",
       "   'last3_letters': 'Hot'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'or',\n",
       "   'last3_letters': 'ñor'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 's',\n",
       "   'last2_letters': 'ss',\n",
       "   'last3_letters': 'ess'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'm',\n",
       "   'last2_letters': 'sm',\n",
       "   'last3_letters': 'ism'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'N',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'wn',\n",
       "   'last3_letters': 'own'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'it',\n",
       "   'last3_letters': 'oit'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'yr',\n",
       "   'last3_letters': 'tyr'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'E',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ke',\n",
       "   'last3_letters': 'oke'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'pe',\n",
       "   'last3_letters': 'ape'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'ion'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'R',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'der'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'P',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'eg',\n",
       "   'last3_letters': 'leg'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'ted'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': '2',\n",
       "   'last2_letters': 'n2',\n",
       "   'last3_letters': 'wn2'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'V',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ty',\n",
       "   'last3_letters': 'ity'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'I',\n",
       "   'last_letter': 't',\n",
       "   'last2_letters': 'st',\n",
       "   'last3_letters': 'ist'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'O',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'in',\n",
       "   'last3_letters': 'ain'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ang'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'ma',\n",
       "   'last3_letters': 'mma'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'K',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'are'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 've',\n",
       "   'last3_letters': 'rve'},\n",
       "  'verb'),\n",
       " ({'starting_letter': 'X',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'hy',\n",
       "   'last3_letters': 'phy'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'ine'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'c',\n",
       "   'last2_letters': 'ic',\n",
       "   'last3_letters': 'ric'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 're',\n",
       "   'last3_letters': 'ire'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'ver'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'U',\n",
       "   'last_letter': 'd',\n",
       "   'last2_letters': 'ed',\n",
       "   'last3_letters': 'led'},\n",
       "  'adjective'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ry',\n",
       "   'last3_letters': 'ary'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'F',\n",
       "   'last_letter': 'w',\n",
       "   'last2_letters': 'ew',\n",
       "   'last3_letters': 'Few'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'a',\n",
       "   'last2_letters': 'na',\n",
       "   'last3_letters': 'rna'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'M',\n",
       "   'last_letter': 'y',\n",
       "   'last2_letters': 'ey',\n",
       "   'last3_letters': 'key'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'W',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'an',\n",
       "   'last3_letters': 'man'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'G',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'er',\n",
       "   'last3_letters': 'wer'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'C',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'on',\n",
       "   'last3_letters': 'bon'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'A',\n",
       "   'last_letter': 'r',\n",
       "   'last2_letters': 'ir',\n",
       "   'last3_letters': 'Air'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'T',\n",
       "   'last_letter': 'e',\n",
       "   'last2_letters': 'ne',\n",
       "   'last3_letters': 'une'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'B',\n",
       "   'last_letter': 'g',\n",
       "   'last2_letters': 'ng',\n",
       "   'last3_letters': 'ong'},\n",
       "  'noun'),\n",
       " ({'starting_letter': 'S',\n",
       "   'last_letter': 'n',\n",
       "   'last2_letters': 'un',\n",
       "   'last3_letters': 'gun'},\n",
       "  'noun'),\n",
       " ...]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "featuresets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "set_size = len(featuresets)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "train_set, test_set = featuresets[set_size//2:], featuresets[:set_size//2]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "classifier = nltk.NaiveBayesClassifier.train(train_set)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7682195068732272\n"
     ]
    }
   ],
   "source": [
    "print(nltk.classify.accuracy(classifier, test_set))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'noun'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classifier.classify(word_features('Shayon'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'noun'"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classifier.classify(word_features('Abhishek'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'adjective'"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classifier.classify(word_features('very'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'noun'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classifier.classify(word_features('fast'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'adverb'"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classifier.classify(word_features('sad'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Most Informative Features\n",
      "           last2_letters = 'fy'             verb : noun   =    202.8 : 1.0\n",
      "           last3_letters = 'ize'            verb : noun   =    172.3 : 1.0\n",
      "         starting_letter = 'À'            adverb : noun   =    106.8 : 1.0\n",
      "             last_letter = 'À'            adverb : noun   =    102.8 : 1.0\n",
      "           last3_letters = 'tly'          adverb : noun   =     61.1 : 1.0\n",
      "           last2_letters = 'ic'           adject : verb   =     56.9 : 1.0\n",
      "             last_letter = 'c'            adject : verb   =     53.0 : 1.0\n",
      "           last2_letters = 'ze'             verb : noun   =     51.9 : 1.0\n",
      "           last2_letters = 'te'             verb : adverb =     48.2 : 1.0\n",
      "           last2_letters = 'In'           adverb : noun   =     47.8 : 1.0\n"
     ]
    }
   ],
   "source": [
    "classifier.show_most_informative_features(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "def word_features_2(word): #new feature extractor\n",
    "    feature = dict(first3_letters=word[:3],last3_letters=word[-3:])\n",
    "    return feature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "featuresets = [(word_features_2(n), word) for (n, word) in labeled_words]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "train_set, test_set = featuresets[set_size//2:], featuresets[:set_size//2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "classifier = nltk.NaiveBayesClassifier.train(train_set)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7699105389482871\n"
     ]
    }
   ],
   "source": [
    "print(nltk.classify.accuracy(classifier, test_set))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Most Informative Features\n",
      "           last3_letters = 'ize'            verb : noun   =    172.3 : 1.0\n",
      "          first3_letters = 'Uns'          adject : noun   =    106.2 : 1.0\n",
      "           last3_letters = 'tly'          adverb : noun   =     61.1 : 1.0\n",
      "          first3_letters = 'Una'          adject : noun   =     58.7 : 1.0\n",
      "          first3_letters = 'Unr'          adject : noun   =     53.7 : 1.0\n",
      "           last3_letters = 'ous'          adject : noun   =     45.8 : 1.0\n",
      "           last3_letters = 'ged'          adject : noun   =     42.8 : 1.0\n",
      "           last3_letters = 'ion'            noun : adject =     41.7 : 1.0\n",
      "          first3_letters = 'Unc'          adject : noun   =     39.1 : 1.0\n",
      "          first3_letters = 'Unf'          adject : noun   =     36.2 : 1.0\n"
     ]
    }
   ],
   "source": [
    "classifier.show_most_informative_features(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'noun'"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classifier.classify(word_features_2('apple'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'verb'"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classifier.classify(word_features_2('run'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'noun'"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classifier.classify(word_features('apple'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'noun'"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classifier.classify(word_features('run'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}