{'1920': {'1920s', '1920'},
 '1950': {'1950s', '1950'},
 '1960': {'1960', '1960s'},
 'abandon': {'abandoned', 'abandonment'},
 'absen': {'absent', 'absence'},
 'absolute': {'absolute', 'absolutely'},
 'absorb': {'absorbed', 'absorb'},
 'academ': {'academy', 'academies'},
 'accept': {'acceptable', 'accept', 'accepted', 'accepting', 'acceptance'},
 'accident': {'accidentally', 'accident'},
 'acclaim': {'acclaimed', 'acclaim'},
 'accommodat': {'accommodations', 'accommodated'},
 'accomplish': {'accomplished', 'accomplish'},
 'account': {'account', 'accounted', 'accounts'},
 'achaeans': {'achaeans', "achaeans'"},
 'achieve': {'achievement', 'achieve', 'achieved'},
 'achievement': {'achievement', 'achievements'},
 'acre': {'acres', 'acre'},
 'acti': {'active', 'actions', 'acting', 'action'},
 'action': {'actions', 'action'},
 'activit': {'activities', 'activity'},
 'adair': {"adair's", 'adair'},
 'addition': {'additional', 'addition'},
 'address': {'address', 'addressed', 'addressing'},
 'adjourn': {'adjournment', 'adjourned'},
 'administrat': {'administration', 'administrator', 'administrators'},
 'administrati': {'administration', 'administrative'},
 'administration': {'administration', "administration's"},
 'administrator': {'administrator', 'administrators'},
 'admitt': {'admittance', 'admitting', 'admitted'},
 'adopt': {'adoption', 'adopt', 'adopted'},
 'advance': {'advanced', 'advance'},
 'advertis': {'advertises', 'advertising'},
 'advise': {'advised', 'adviser', 'advisement', 'advisers'},
 'adviser': {'adviser', 'advisers'},
 'aerial': {'aerial', 'aerials'},
 'affair': {'affaire', 'affairs', 'affair'},
 'affect': {'affect', 'affected'},
 'affiliat': {'affiliated', 'affiliations'},
 'africa': {'african', 'africa'},
 'afternoon': {'afternoons', 'afternoon'},
 'agen': {'agency', 'agent'},
 'agenc': {'agency', 'agencies'},
 'agent': {'agents', 'agent'},
 'agree': {'agreed', 'agreeing', 'agreement', 'agree'},
 'agreement': {'agreements', 'agreement'},
 'aide': {'aided', 'aides'},
 'alli': {'alliance', 'allied'},
 'alliance': {'alliance', "alliance's"},
 'allie': {'allies', 'allied'},
 'allison': {'allison', "allison's"},
 'allow': {'allowance', 'allowed', 'allow', 'allowing'},
 'allowance': {'allowances', 'allowance'},
 'alternative': {'alternative', 'alternatives'},
 'alusik': {"alusik's", 'alusik'},
 'amend': {'amended', 'amendment', 'amending'},
 'amendment': {'amendment', 'amendments'},
 'america': {'america', 'american', 'americans'},
 'american': {'american', 'americans'},
 'amount': {'amounted', 'amounts', 'amount'},
 'anderson': {'anderson', "anderson's"},
 'angel': {'angeles', 'angel'},
 'angeles': {'angeles', "angeles'"},
 'ankle': {'ankles', 'ankle'},
 'anne': {"anne's", 'anne'},
 'announc': {'announce', 'announced', 'announcing'},
 'announce': {'announce', 'announcement', 'announced'},
 'annual': {'annual', 'annually'},
 'another': {"another's", 'another'},
 'apart': {'apart', 'apartment'},
 'apartment': {'apartments', 'apartment'},
 'apparent': {'apparently', 'apparent'},
 'appeal': {'appeal', 'appeals', 'appealed'},
 'appear': {'appear', 'appeared', 'appearance', 'appearing', 'appears'},
 'appearance': {'appearances', 'appearance'},
 'application': {'applications', 'application'},
 'appoint': {'appoint', 'appointing', 'appointment', 'appointed'},
 'appointment': {'appointments', 'appointment'},
 'apprentice': {'apprentices', 'apprentice'},
 'approach': {'approaching', 'approach'},
 'approv': {'approval', 'approve', 'approved'},
 'approve': {'approve', 'approved'},
 'area': {'areas', 'area'},
 'argu': {'argument', 'argued'},
 'arise': {'arises', 'arise'},
 'army': {'army', "army's"},
 'arnold': {'arnold', "arnold's"},
 'arouse': {'aroused', 'arouse'},
 'arrang': {'arrange', 'arranging'},
 'arrange': {'arrange', 'arrangement'},
 'arrangement': {'arrangement', 'arrangements'},
 'arrest': {'arrest', 'arrests', 'arrested'},
 'arriv': {'arrive', 'arrival', 'arrived'},
 'arrive': {'arrive', 'arrived'},
 'artist': {'artist', 'artists', 'artistic'},
 'asia': {'asian', 'asia'},
 'assault': {'assaults', 'assaulting', 'assaulted'},
 'assembl': {'assemblies', 'assembly', 'assemble'},
 'assert': {'asserted', 'assertion'},
 'assign': {'assign', 'assigned', 'assignment'},
 'assist': {'assistance', 'assist', 'assisting', 'assisted'},
 'assistan': {'assistance', 'assistant'},
 'associat': {'associated', 'association', 'associate'},
 'associate': {'associated', 'associate'},
 'association': {'association', "association's"},
 'assum': {'assumed', 'assuming'},
 'assure': {'assured', 'assure'},
 'athletic': {'athletic', 'athletics'},
 'atlanta': {'atlanta', "atlanta's"},
 'atom': {'atomic', 'atom'},
 'attack': {'attacks', 'attacked', 'attack'},
 'attempt': {'attempts', 'attempted', 'attempt'},
 'attend': {'attend', 'attended', 'attending', 'attends'},
 'attorney': {'attorneys', 'attorney'},
 'attract': {'attractive', 'attraction', 'attracted'},
 'attracti': {'attractive', 'attraction'},
 'aunt': {'aunt', 'aunts'},
 'authorit': {'authority', 'authorities'},
 'authority': {"authority's", 'authority'},
 'authoriz': {'authorized', 'authorize', 'authorizing'},
 'authorize': {'authorized', 'authorize'},
 'automatic': {'automatic', 'automatically'},
 'average': {'averages', 'average'},
 'avoid': {'avoid', 'avoided'},
 'await': {'awaited', 'awaiting'},
 'award': {'awarded', 'awards', 'awarding', 'award'},
 'back': {'back', 'backs', 'backed'},
 'balance': {'balanced', 'balance'},
 'ball': {'ball', 'balls'},
 'ballot': {'ballots', 'ballot'},
 'baltimore': {'baltimore', "baltimore's"},
 'bank': {'bankers', 'banker', 'banks', 'bank'},
 'banker': {'bankers', 'banker'},
 'barb': {'barber', 'barbs'},
 'barn': {'barn', 'barnes'},
 'barnard': {"barnard's", 'barnard'},
 'barnet': {'barnet', 'barnett'},
 'base': {'base', 'based', 'baseman', 'bases'},
 'baseball': {"baseball's", 'baseballs', 'baseball'},
 'basi': {'basin', 'basis'},
 'basic': {'basic', 'basically'},
 'bassi': {'bassis', 'bassi'},
 'batt': {'batted', 'batter', 'batting', 'batters'},
 'batte': {'batted', 'batter', 'batters'},
 'batter': {'batter', 'batters'},
 'battl': {'battling', 'battle'},
 'baylor': {"baylor's", 'baylor'},
 'beadles': {'beadles', "beadles'"},
 'beam': {'beame', 'beam', 'beaming'},
 'bear': {"bear's", 'bearing', 'bears'},
 'beat': {'beaten', 'beating', 'beat'},
 'begin': {'begins', 'begin'},
 'belated': {'belated', 'belatedly'},
 'belief': {'belief', 'beliefs'},
 'believ': {'believing', 'believed', 'believe', 'believes'},
 'believe': {'believed', 'believe', 'believes'},
 'belt': {'belted', 'belt'},
 'benefit': {'benefits', 'benefit'},
 'berger': {'berger', "berger's"},
 'berlin': {"berlin's", 'berlin'},
 'berry': {"berry's", 'berry'},
 'bett': {'better', 'betting'},
 'bigge': {'bigger', 'biggest'},
 'bill': {'billy', 'billion', "bill's", 'bill', 'bills'},
 'billiken': {'billiken', 'billikens'},
 'bird': {'bird', "birds'", 'birds'},
 'birds': {"birds'", 'birds'},
 'black': {'blackout', 'blacked', 'black'},
 'blanchard': {"blanchard's", 'blanchard'},
 'blast': {'blasting', 'blast', 'blasted'},
 'block': {'block', 'blocked'},
 'blow': {'blow', 'blows'},
 'blum': {'blum', 'blume'},
 'board': {'boarded', 'boarding', "board's", 'board', 'boards'},
 'boast': {'boast', 'boasting'},
 'body': {'body', "body's"},
 'bomb': {'bombs', 'bombing', 'bomb'},
 'bond': {'bond', 'bonds', 'bonding'},
 'bonds': {'bonds', 'bondsman'},
 'book': {'book', 'books'},
 'boos': {'boosts', 'boosting', 'boos', 'boost'},
 'boost': {'boosts', 'boosting', 'boost'},
 'border': {'bordering', 'border'},
 'boston': {"boston's", 'boston'},
 'boun': {'boun', 'bound'},
 'bound': {'bounds', 'bounded', 'bound'},
 'branch': {'branches', 'branch'},
 'braves': {"braves'", 'braves'},
 'break': {'breaking', 'break', 'breaks'},
 'brid': {'bridal', 'bride'},
 'bride': {'bride', "bride's"},
 'bridegroom': {"bridegroom's", 'bridegroom'},
 'bridge': {'bridge', 'bridges'},
 'brief': {'brief', 'briefing'},
 'bring': {'bringing', 'bring'},
 'britain': {'britain', "britain's"},
 'brocklin': {"brocklin's", 'brocklin'},
 'broglio': {'broglio', "broglio's"},
 'broke': {'brokers', 'broken', 'broke'},
 'brook': {'brooks', 'brook'},
 'brooklyn': {"brooklyn's", 'brooklyn'},
 'brooks': {'brooks', "brooks's"},
 'brother': {'brothers', 'brother'},
 'buck': {'buck', 'bucky', 'bucks'},
 'bucs': {"bucs'", 'bucs'},
 'budget': {'budget', 'budgetary'},
 'buil': {'build', 'built'},
 'build': {'building', 'build', 'buildings', 'builders', 'builder'},
 'builder': {'builders', 'builder'},
 'building': {'building', 'buildings'},
 'built': {'built', 'builtin'},
 'bundle': {'bundle', 'bundles'},
 'bunt': {'bunt', 'bunter'},
 'burke': {'burke', 'burkes', "burkes'"},
 'burkes': {'burkes', "burkes'"},
 'burn': {'burned', 'burns'},
 'burne': {'burned', 'burnes'},
 'bush': {'bushes', 'bush'},
 'business': {'business', 'businessman'},
 'butler': {'butlers', 'butler'},
 'byrd': {'byrd', "byrd's"},
 'caldwell': {"caldwell's", 'caldwell'},
 'call': {'call', 'calls', 'callan', 'calling', 'called'},
 'camp': {'camp', 'camps'},
 'campaign': {'campaign', 'campaigning'},
 'canada': {'canada', "canada's"},
 'candidate': {'candidates', 'candidate'},
 'canvass': {'canvassed', 'canvassers', 'canvass'},
 'canvasse': {'canvassed', 'canvassers'},
 'cardinal': {'cardinals', 'cardinal'},
 'care': {'careers', 'carey', 'career', 'care'},
 'career': {'careers', 'career'},
 'carpet': {'carpeting', 'carpeted'},
 'carr': {'carries', 'carry', 'carried', 'carre', 'carr'},
 'carre': {'carreon', 'carre'},
 'carreon': {'carreon', "carreon's"},
 'carrie': {'carried', 'carries'},
 'carry': {'carry', 'carrying'},
 'cars': {'cars', 'carson'},
 'case': {'cases', 'casey', "case's", 'case'},
 'castro': {'castro', "castro's"},
 'catch': {'catchers', 'catcher', 'catching'},
 'catcher': {'catchers', 'catcher'},
 'cause': {'caused', 'causes'},
 'celebrate': {'celebrated', 'celebrate', 'celebrates'},
 'cent': {'centers', 'cent', 'center'},
 'center': {'centers', 'center'},
 'central': {'central', 'centralized'},
 'ceremon': {'ceremonies', 'ceremony', 'ceremonial'},
 'certain': {'certainly', 'certain'},
 'chain': {'chains', 'chain'},
 'chair': {'chairman', 'chairs'},
 'chairm': {'chairman', 'chairmen'},
 'challenge': {'challenged', 'challenge'},
 'champion': {'championship', 'champions', 'champion'},
 'champions': {'championship', 'champions'},
 'chance': {'chance', 'chances'},
 'chang': {'changes', 'change', 'changed', 'changing'},
 'change': {'change', 'changed', 'changes'},
 'chapter': {'chapters', 'chapter', "chapter's"},
 'charge': {'charges', 'charge', 'charged'},
 'charit': {'charity', 'charities'},
 'charle': {'charles', 'charley'},
 'check': {'checked', 'check', 'checks'},
 'cheer': {'cheer', 'cheery'},
 'chicago': {'chicago', "chicago's"},
 'children': {"children's", 'children'},
 'choice': {'choice', 'choices'},
 'choos': {'choose', 'choosing'},
 'chose': {'chosen', 'chose'},
 'christi': {'christi', 'christian'},
 'christine': {'christine', "christine's"},
 'church': {'churchmen', 'church', "church's", 'churches'},
 'cite': {'cites', 'cited'},
 'city': {"city's", 'city'},
 'claim': {'claiming', 'claims', 'claimed', 'claim'},
 'clash': {'clashes', 'clash'},
 'class': {'classes', 'class'},
 'clear': {'cleared', 'clear', 'clears', 'clearly', 'clearing', 'clearance'},
 'clement': {'clemente', 'clements'},
 'client': {"clients'", 'clients', 'client'},
 'clients': {"clients'", 'clients'},
 'clint': {'clinton', 'clint'},
 'clock': {'clocking', 'clock'},
 'close': {'closer', 'close', 'closed', 'closeness'},
 'cloud': {'cloud', 'clouded'},
 'club': {'club', "club's", 'clubs'},
 'co-operati': {'co-operative', 'co-operation'},
 'coach': {"coach's", 'coach', 'coaching', 'coaches'},
 'coast': {'coast', 'coasted'},
 'cocktail': {'cocktails', 'cocktail'},
 'code': {'codes', 'code'},
 'cole': {'coleman', 'coles'},
 'collect': {'collected', 'collects', 'collection', 'collect', 'collectors'},
 'college': {'college', 'colleges'},
 'collins': {"collins'", 'collins'},
 'colonial': {'colonialist', 'colonial'},
 'color': {'colorful', 'color', 'colored'},
 'column': {'columnist', 'column'},
 'combat': {'combat', 'combating'},
 'combine': {'combined', 'combine'},
 'come': {'comes', 'come'},
 'comfort': {'comfort', 'comforting'},
 'command': {'command', 'commander'},
 'comment': {'comments', 'commented', 'comment'},
 'commission': {'commission', 'commissioners', 'commissioner'},
 'commissioner': {'commissioners', 'commissioner', "commissioner's"},
 'commit': {'commitment', 'commit'},
 'commitment': {'commitments', 'commitment'},
 'committee': {'committee', 'committees'},
 'communist': {'communist', 'communists'},
 'communit': {'community', 'communities'},
 'compan': {'company', 'companies'},
 'compar': {'compared', 'comparable'},
 'compare': {'compare', 'compared'},
 'compensat': {'compensated', 'compensations', 'compensation'},
 'compensation': {'compensations', 'compensation'},
 'compet': {'compete', 'competing'},
 'complet': {'complete',
             'completed',
             'completes',
             'completing',
             'completion',
             'completions'},
 'complete': {'complete', 'completed', 'completes', 'completely'},
 'completi': {'completing', 'completion', 'completions'},
 'completion': {'completion', 'completions'},
 'conced': {'conceded', 'conceding'},
 'concentrat': {'concentrate', 'concentration'},
 'concern': {'concerned', 'concerns', 'concern'},
 'conclu': {'conclusion', 'concluded'},
 'condemn': {'condemning', 'condemned'},
 'condition': {'condition', 'conditioned', 'conditions'},
 'conduct': {'conduct', 'conducted', 'conductor'},
 'conference': {"conference's", 'conference'},
 'confess': {'confession', 'confessed', 'confessing'},
 'confessi': {'confession', 'confessing'},
 'confiden': {'confidence', 'confident'},
 'confirm': {'confirmed', 'confirm'},
 'confront': {'confronts', 'confronting'},
 'congress': {'congress', 'congressmen', 'congressman'},
 'congressm': {'congressmen', 'congressman'},
 'conn': {'conn', 'connie'},
 'conservati': {'conservative', 'conservation'},
 'conservative': {'conservative', 'conservatives'},
 'consider': {'considered', 'considering', 'consider'},
 'constant': {'constantly', 'constant'},
 'constitut': {'constituted', 'constitution'},
 'constitution': {'constitutional', 'constitution'},
 'constructi': {'construction', 'constructing', 'constructive'},
 'consul': {'consul', 'consulted', 'consulting', 'consult'},
 'consult': {'consulting', 'consulted', 'consult'},
 'consultation': {'consultations', 'consultation'},
 'contact': {'contacted', 'contact'},
 'contain': {'contained', 'containing'},
 'contend': {'contended', 'contend'},
 'content': {'contented', 'contention'},
 'contest': {'contest', 'contested'},
 'contingen': {'contingency', 'contingent'},
 'continu': {'continuance',
             'continue',
             'continued',
             'continues',
             'continuing'},
 'continue': {'continue', 'continued', 'continues'},
 'contract': {'contract',
              'contracted',
              'contracting',
              'contractor',
              'contractors',
              'contracts'},
 'contractor': {'contractors', 'contractor'},
 'contribut': {'contributed', 'contributing', 'contribution', 'contributions'},
 'contributi': {'contributing', 'contribution', 'contributions'},
 'contribution': {'contribution', 'contributions'},
 'controll': {'controller', 'controlling', 'controllers'},
 'controller': {'controller', 'controllers', "controller's"},
 'controvers': {'controversy', 'controversial'},
 'convict': {'convicted', 'conviction'},
 'cook': {'cooke', 'cookies', 'cook'},
 'cooperat': {'cooperate', 'cooperating', 'cooperation'},
 'cooperati': {'cooperating', 'cooperation'},
 'coordinat': {'coordination', 'coordinate', 'coordinator', 'coordinating'},
 'coordinati': {'coordination', 'coordinating'},
 'cope': {'cope', 'copeland'},
 'corp': {'corps', 'corp'},
 'corporat': {'corporation', 'corporations', 'corporate'},
 'corporation': {'corporation', 'corporations'},
 'correct': {'corrected', 'correctness', 'correctly', 'correction', 'correct'},
 'correspondent': {'correspondents', 'correspondent'},
 'corrupt': {'corruption', 'corrupt'},
 'cost': {'costly', 'cost', 'costs'},
 'cotten': {'cotten', "cotten's"},
 'council': {'council', 'councilman', "council's"},
 'counsel': {'counsel', 'counseling'},
 'count': {'countless', 'country', 'count', 'counties', 'county'},
 'countr': {'country', 'countries'},
 'country': {'country', "country's"},
 'course': {'courses', 'course'},
 'court': {'courts', "court's", 'court'},
 'cover': {'cover', 'covered', 'covers', 'covering'},
 'creat': {'created', 'creation'},
 'credit': {'credited', 'credit', 'credits', 'creditable'},
 'criminal': {'criminals', 'criminal'},
 'cris': {'crises', 'cris'},
 'critic': {'critic', 'critical', 'critics', 'criticized'},
 'cross': {'cross', 'crossed', 'crossing'},
 'crow': {'crown', 'crowd'},
 'crowd': {'crowds', 'crowd', 'crowding'},
 'crush': {'crusher', 'crushing'},
 'cuba': {'cuba', 'cuban', 'cubans'},
 'cuban': {'cuban', 'cubans'},
 'curren': {'currency', 'current'},
 'current': {'current', 'currently'},
 'damage': {'damage', 'damaged'},
 'danc': {'dancer', 'dancers', 'dancing', 'dances', 'dance'},
 'dance': {'dancers', 'dancer', 'dances', 'dance'},
 'dancer': {'dancer', 'dancers'},
 'daniel': {"daniel's", 'daniel'},
 'danny': {'danny', "danny's"},
 'date': {'dates', 'date'},
 'daughter': {'daughter', 'daughters'},
 'davi': {'david', 'davis'},
 'david': {'david', 'davidson', "david's"},
 'deal': {'dealing', 'deal', 'dealt'},
 'dean': {'dean', 'deane'},
 'debut': {'debut', 'debuting'},
 'decade': {'decades', 'decade'},
 'decen': {'decent', 'decency'},
 'deci': {'decided', 'decision'},
 'decide': {'decide', 'decided', 'decides'},
 'decision': {'decisions', 'decision'},
 'declare': {'declares', 'declared'},
 'decline': {'declined', 'decline'},
 'decrie': {'decries', 'decried'},
 'dedicat': {'dedicated', 'dedication'},
 'deep': {'deeply', 'deep', 'deeper'},
 'defeat': {'defeated', 'defeats', 'defeat'},
 'defend': {'defenders', 'defends', 'defending'},
 'defendant': {'defendants', 'defendant'},
 'definit': {'definition', 'definite'},
 'definite': {'definitely', 'definite'},
 'delay': {'delayed', 'delay'},
 'delegat': {'delegates', 'delegations', 'delegation'},
 'delegation': {'delegation', 'delegations'},
 'deliver': {'delivering', 'deliver', 'delivered'},
 'demand': {'demands', 'demand', 'demanded'},
 'democra': {'democrat', 'democracy'},
 'democrat': {'democrat', 'democratic', 'democrats'},
 'denomination': {'denomination', "denomination's"},
 'dent': {'dent', 'dental', 'denton'},
 'denver': {"denver's", 'denver'},
 'deny': {'denying', 'deny'},
 'department': {'department', 'departments', "department's"},
 'depend': {'depending', 'depends', 'depend', 'depended'},
 'dependen': {'dependency', 'dependence', 'dependent'},
 'dependenc': {'dependency', 'dependence'},
 'deposit': {'deposit', 'deposited', 'depositors'},
 'deput': {'deputy', 'deputies'},
 'derive': {'derives', 'derived'},
 'describ': {'describing', 'described'},
 'design': {'design', 'designs', 'designed', 'designing'},
 'desir': {'desiring', 'desire'},
 'destroy': {'destroyers', 'destroy'},
 'detail': {'detail', 'detailed', 'details'},
 'detect': {'detecting', 'detector'},
 'detent': {'detention', 'detente'},
 'determin': {'determine', 'determining', 'determined'},
 'determine': {'determine', 'determined'},
 'develop': {'development', 'develop', 'developed', 'developing'},
 'development': {'development', 'developments'},
 'devote': {'devote', 'devoted'},
 'dick': {'dicks', 'dick'},
 'differen': {'difference', 'different'},
 'different': {'differently', 'different'},
 'difficult': {'difficulties', 'difficult'},
 'dinner': {'dinners', 'dinner'},
 'diplomat': {'diplomat', 'diplomatic', 'diplomats'},
 'direct': {'direct',
            'directed',
            'direction',
            'directions',
            'directly',
            'director',
            'directors'},
 'direction': {'direction', 'directions'},
 'director': {'directors', 'director'},
 'disagree': {'disagreed', 'disagreement'},
 'disappointment': {'disappointments', 'disappointment'},
 'discharg': {'discharge', 'discharging'},
 'disclosure': {'disclosures', 'disclosure'},
 'discredit': {'discredit', 'discredited'},
 'discuss': {'discussion', 'discussed', 'discussions'},
 'discussion': {'discussion', 'discussions'},
 'dismiss': {'dismissal', 'dismissed', 'dismiss'},
 'display': {'display', 'displayed'},
 'dissent': {'dissent', 'dissents'},
 'dist': {'dist', 'distance'},
 'distribut': {'distribute', 'distribution'},
 'district': {'districts', 'district'},
 'divi': {'division', 'divided'},
 'divid': {'dividing', 'divided'},
 'divorce': {'divorce', 'divorced'},
 'doctor': {'doctor', 'doctors'},
 'dodge': {'dodgers', 'dodge', 'dodger'},
 'dodger': {'dodgers', 'dodger'},
 'doing': {'doings', 'doing'},
 'dollar': {'dollars', 'dollar'},
 'dominat': {'dominated', 'domination'},
 'donat': {'donations', 'donated'},
 'donnell': {'donnelly', 'donnell'},
 'door': {'door', 'doors'},
 'doris': {"doris'", 'doris'},
 'doubl': {'double', 'doubled', 'doubling', 'doubles'},
 'double': {'double', 'doubled', 'doubles'},
 'doubt': {'doubt', 'doubtful', 'doubted'},
 'down': {'down', 'downed'},
 'draft': {'drafts', 'draft', 'drafted'},
 'draw': {'draw', 'drawing', 'drawings'},
 'drawing': {'drawing', 'drawings'},
 'dresbach': {"dresbach's", "dresbachs'", 'dresbach', 'dresbachs'},
 'dresbachs': {"dresbachs'", 'dresbachs'},
 'driv': {'drive', 'driver', 'driving'},
 'drive': {'driven', 'drive', 'driver'},
 'dropp': {'dropping', 'dropped'},
 'duff': {'duffer', 'duffy'},
 'duffer': {'duffer', 'duffers'},
 'earl': {'early', 'earl'},
 'earlie': {'earlier', 'earliest'},
 'earn': {'earn', 'earned'},
 'east': {'easter', 'eastern', 'east', 'eastland'},
 'easter': {'eastern', 'easter'},
 'economic': {'economic', 'economically'},
 'edit': {'editing', 'editor'},
 'educat': {'education', 'educators'},
 'education': {'educational', 'education'},
 'edward': {'edward', 'edwards'},
 'effect': {'effected', 'effect', 'effective', 'effects'},
 'effective': {'effectiveness', 'effective', 'effectively'},
 'effort': {'efforts', 'effort'},
 'eight': {'eight', 'eighth'},
 'eisenhower': {'eisenhower', "eisenhower's"},
 'elect': {'elections', 'elected', 'elect', 'election'},
 'election': {'elections', 'election'},
 'electric': {'electricity', 'electric'},
 'element': {'element', 'elements', 'elementary'},
 'eliminat': {'eliminates', 'eliminate', 'eliminating'},
 'eliminate': {'eliminates', 'eliminate'},
 'else': {'else', "else's"},
 'emotion': {'emotion', 'emotionally'},
 'emphasiz': {'emphasizes', 'emphasize', 'emphasizing'},
 'emphasize': {'emphasize', 'emphasizes'},
 'employ': {'employed', 'employment'},
 'employe': {'employer', 'employed', 'employes'},
 'enabl': {'enabled', 'enabling'},
 'enact': {'enacted', 'enactment', 'enact'},
 'encourag': {'encourage', 'encouraging', 'encouraged'},
 'encourage': {'encouraged', 'encourage', 'encouragement'},
 'enforc': {'enforced', 'enforce', 'enforcing'},
 'enforce': {'enforced', 'enforcement', 'enforce'},
 'engag': {'engaged', 'engage', 'engaging'},
 'engage': {'engagement', 'engage', 'engaged'},
 'enjoy': {'enjoy', 'enjoyed'},
 'enlarg': {'enlarged', 'enlarge', 'enlarging'},
 'enlarge': {'enlarged', 'enlarge'},
 'enter': {'entering', 'enter', 'entered'},
 'entertain': {'entertained', 'entertain', 'entertainment', 'entertaining'},
 'entire': {'entire', 'entirely'},
 'equal': {'equally', 'equal'},
 'erect': {'erected', 'erection'},
 'error': {'error', 'errors'},
 'escap': {'escaped', 'escaping', 'escape'},
 'escape': {'escaped', 'escape'},
 'establish': {'establishing', 'establish', 'establishment', 'established'},
 'estimate': {'estimates', 'estimate', 'estimated'},
 'ethic': {'ethics', 'ethical'},
 'europe': {'european', 'europe'},
 'evacuat': {'evacuation', 'evacuate'},
 'even': {'even', 'evening', 'event', 'events'},
 'event': {'event', 'events'},
 'ever': {'ever', 'every'},
 'exact': {'exact', 'exactly'},
 'examine': {'examined', 'examine', 'examiner'},
 'excellen': {'excellence', 'excellent'},
 'except': {'except', 'exception'},
 'exception': {'exception', 'exceptionally'},
 'execut': {'executed', 'executive', 'executions'},
 'executi': {'executive', 'executions'},
 'exhibit': {'exhibitors', 'exhibition', 'exhibit'},
 'exist': {'existed', 'existing'},
 'expan': {'expanded', 'expansion'},
 'expand': {'expand', 'expanded', 'expanding'},
 'expansi': {'expansion', 'expansive'},
 'expect': {'expects', 'expect', 'expected'},
 'expense': {'expenses', 'expense'},
 'experience': {'experience', 'experienced'},
 'expert': {'experts', 'expert'},
 'expire': {'expired', 'expires', 'expire'},
 'explain': {'explains', 'explain', 'explained'},
 'explosi': {'explosion', 'explosive'},
 'express': {'expresses', 'expressed', 'express'},
 'expresse': {'expresses', 'expressed'},
 'exten': {'extended', 'extension'},
 'extend': {'extended', 'extending'},
 'extensi': {'extension', 'extensive'},
 'extern': {'extern', 'external'},
 'face': {'faced', 'face', 'faces'},
 'fact': {'factor', 'fact', 'factors'},
 'facto': {'factor', 'factory', 'facto', 'factors'},
 'factor': {'factor', 'factory', 'factors'},
 'fail': {'failing', 'fail', 'fails', 'failed'},
 'fair': {'fair', 'fairless'},
 'fall': {'fallout', "fall's", 'falls', 'fall'},
 'fame': {'fame', 'famed'},
 'famil': {'family', 'families'},
 'farm': {'farms', 'farm'},
 'fast': {'faster', 'fast', 'fastest'},
 'faste': {'faster', 'fastest'},
 'father': {'father', 'fathers'},
 'favor': {'favorable', 'favoring', 'favors', 'favor', 'favored'},
 'fear': {'feared', 'fear', 'fears'},
 'feat': {'feat', 'feats'},
 'featur': {'featured', 'featuring', 'feature'},
 'feature': {'featured', 'feature'},
 'feel': {'feels', 'feeling', 'feel'},
 'fellow': {'fellow', 'fellowship'},
 'festiv': {'festive', 'festival'},
 'fete': {'feted', 'fete'},
 'field': {'fielding', 'fielded', 'field'},
 'fight': {'fight', 'fighters', 'fighting'},
 'figure': {'figure', 'figures'},
 'file': {'filed', 'file'},
 'fill': {'filled', 'filly', 'fill', 'filling'},
 'film': {'filmy', 'film'},
 'final': {'finale', 'finally', 'final'},
 'financ': {'finance', 'financing', 'financed', 'finances'},
 'finance': {'finance', 'financed', 'finances'},
 'fine': {'fined', 'fine', 'fines'},
 'finish': {'finished', 'finishing'},
 'fire': {'firemen', 'fire', 'fired', 'fires'},
 'firm': {'firm', 'firms', 'firmly', 'firmer'},
 'flash': {'flashed', 'flash', 'flashy'},
 'flee': {'fleet', 'fleeing'},
 'flock': {'flock', "flock's"},
 'flow': {'flowed', 'flower', 'flows', 'flowers', 'flow'},
 'flowe': {'flowed', 'flower', 'flowers'},
 'flower': {'flower', 'flowers'},
 'folk': {'folks', 'folk'},
 'follow': {'followers', 'follow', 'follows', 'following', 'followed'},
 'followe': {'followers', 'followed'},
 'food': {'food', 'foods'},
 'football': {'football', "football's"},
 'force': {'force', 'forced', 'forces', "force's"},
 'forest': {'forest', 'forestry'},
 'form': {'formed', 'formally', 'former', 'form', 'forming'},
 'formati': {'formative', 'formation'},
 'formby': {'formby', "formby's"},
 'forme': {'formed', 'former'},
 'former': {'formerly', 'former'},
 'fort': {'fort', 'fortin', 'forth'},
 'foul': {'fouled', 'fouling'},
 'frame': {'frame', 'frames'},
 'france': {"france's", 'frances'},
 'frank': {'franker', 'frank'},
 'frau': {'fraud', 'frau'},
 'free': {'freer', 'freeman', 'free'},
 'freeze': {'freeze', 'freezes'},
 'fresh': {'freshman', 'fresh'},
 'friday': {"friday's", 'friday'},
 'friend': {'friends', 'friendly', 'friend'},
 'frustrat': {'frustrated', 'frustrations'},
 'fuhrmann': {'fuhrmann', "fuhrmann's"},
 'fulfill': {'fulfilled', 'fulfillment'},
 'full': {'full', 'fully'},
 'fullback': {'fullbacking', 'fullback'},
 'function': {'function', 'functionary'},
 'fund': {'fund', 'funds'},
 'fund-rais': {'fund-raisers', 'fund-raising', 'fund-raiser'},
 'fund-raiser': {'fund-raisers', 'fund-raiser'},
 'furlough': {'furlough', 'furloughed'},
 'gain': {'gaines', 'gain', 'gaining', 'gained'},
 'gaine': {'gaines', 'gained'},
 'gaines': {"gaines'", 'gaines'},
 'game': {'game', 'games', "game's"},
 'gannon': {'gannon', "gannon's"},
 'gardner': {'gardner', "gardner's"},
 'gather': {'gathering', 'gather'},
 'general': {"general's", 'general', 'generally'},
 'generous': {'generous', 'generously'},
 'georgia': {"georgia's", 'georgia'},
 'geraghty': {"geraghtys'", "geraghty's", 'geraghty'},
 'german': {'germany', 'german'},
 'gerosa': {'gerosa', "gerosa's"},
 'giants': {"giants'", 'giants'},
 'gift': {'gifts', 'gift'},
 'girl': {'girl', 'girls'},
 'give': {'give', 'gives', 'given'},
 'gladden': {'gladden', "gladden's"},
 'glob': {'globe', 'global'},
 'goal': {'goal', 'goals'},
 'gold': {'gold', 'golden'},
 'golf': {'golfers', 'golf', 'golfer', "golf's", 'golfing'},
 'golfer': {'golfer', 'golfers'},
 'good': {'goodman', 'goodness', 'goods', 'good'},
 'gordon': {"gordon's", 'gordon'},
 'govern': {'governor', 'governs', 'government', 'governing'},
 'government': {"government's", 'government', 'governmental', 'governments'},
 'governor': {'governor', "governor's"},
 'grad': {'grade', 'grader', 'grady'},
 'grade': {'grade', 'grader'},
 'graduat': {'graduation', 'graduated', 'graduate', 'graduates'},
 'graduate': {'graduate', 'graduated', 'graduates'},
 'gran': {'grand', 'grant'},
 'grant': {'granted', 'grants', 'grant'},
 'great': {'greater', 'greatly', 'greatest', 'great'},
 'greate': {'greater', 'greatest'},
 'green': {'green', "green's"},
 'greet': {'greeting', 'greeted'},
 'ground': {'ground', 'grounder', 'grounds'},
 'group': {'group', 'groups'},
 'grove': {'grovers', 'grove', 'grover'},
 'grover': {'grovers', 'grover'},
 'guard': {'guard', 'guards', 'guarding'},
 'guid': {'guide', 'guiding'},
 'guilt': {'guilty', 'guilt'},
 'half': {'half', 'halftime'},
 'hall': {"hall's", 'hall'},
 'halting': {'haltingly', 'halting'},
 'hand': {'handed', 'handful', 'hands', 'handy', 'hand', 'handled'},
 'handl': {'handling', 'handled', 'handle'},
 'handle': {'handled', 'handle'},
 'hansen': {'hansen', "hansen's"},
 'happen': {'happens', 'happen', 'happened'},
 'hard': {'hard', 'harder', 'hardly', 'hardy'},
 'harm': {'harmon', 'harm'},
 'harmon': {'harmon', 'harmony'},
 'harri': {'harriman', 'harris'},
 'harvey': {'harveys', 'harvey'},
 'head': {'headed', 'head', 'heading'},
 'hear': {'hearing', 'heard', 'hearn', 'hearings', 'hearts', 'hear', 'heart'},
 'hearing': {'hearing', 'hearings'},
 'heart': {'heart', 'hearts'},
 'heat': {'heat', 'heating'},
 'helen': {'helen', 'helene'},
 'help': {'help', 'helped', 'helps', 'helpless', 'helping'},
 'hero': {'hero', 'heroin'},
 'high': {'high', 'highest', 'higher', 'highly'},
 'highe': {'highest', 'higher'},
 'highway': {'highway', 'highways'},
 'hill': {'hills', 'hill'},
 'hitt': {'hitting', 'hitter', 'hitters'},
 'hitter': {'hitter', 'hitters'},
 'hold': {'hold', 'holders', 'holds'},
 'holiday': {'holiday', 'holidays'},
 'home': {'homes', 'home', 'homer', 'homers'},
 'homer': {'homer', 'homers'},
 'honest': {'honestly', 'honest'},
 'honor': {'honoring', 'honors', 'honor', 'honorary', 'honored'},
 'hope': {'hopeful', 'hopes', 'hoped', 'hope'},
 'horse': {'horse', 'horses'},
 'hospital': {'hospital', 'hospitality', 'hospitals'},
 'hostess': {'hostess', 'hostesses'},
 'hotel': {'hotels', 'hotel'},
 'hour': {'hour', 'hours'},
 'hous': {'housing', 'houses', 'house', 'housed'},
 'house': {'houses', 'house', 'housed', "house's"},
 'howsam': {'howsam', "howsam's"},
 'hugh': {'hughes', 'hugh'},
 'hughes': {"hughes'", 'hughes'},
 'hundred': {'hundred', 'hundreds'},
 'hurler': {'hurler', 'hurlers'},
 'husband': {'husbands', 'husband'},
 'hyde': {'hyde', "hyde's"},
 'idea': {'idea', 'ideas'},
 'identical': {'identical', 'identically'},
 'idle': {'idle', 'idleness'},
 'ignit': {'ignition', 'ignited'},
 'immediate': {'immediate', 'immediately'},
 'impos': {'imposed', 'imposing'},
 'impossibl': {'impossible', 'impossibly'},
 'impressi': {'impression', 'impressive'},
 'improv': {'improve', 'improved', 'improving'},
 'improve': {'improve', 'improved'},
 'includ': {'including', 'includes', 'included', 'include'},
 'include': {'includes', 'included', 'include'},
 'increas': {'increased', 'increase', 'increasing', 'increases'},
 'increase': {'increased', 'increase', 'increases'},
 'increasing': {'increasing', 'increasingly'},
 'independent': {'independents', 'independent'},
 'india': {'india', 'indians'},
 'indicat': {'indicating', 'indicate', 'indications', 'indicated'},
 'indicate': {'indicate', 'indicated'},
 'indicati': {'indications', 'indicating'},
 'indict': {'indicted', 'indictment'},
 'indictment': {'indictment', 'indictments'},
 'individual': {'individual', 'individuals'},
 'industr': {'industries', 'industry', 'industrial'},
 'influence': {'influences', 'influence'},
 'inherit': {'inherited', 'inheriting'},
 'inject': {'inject', 'injection'},
 'injur': {'injury', 'injuries', 'injuring', 'injured'},
 'inning': {'innings', 'inning'},
 'innocen': {'innocence', 'innocent'},
 'insist': {'insisted', 'insists', 'insist'},
 'inspection': {'inspections', 'inspection'},
 'inspir': {'inspired', 'inspiring'},
 'instance': {'instances', 'instance'},
 'institut': {'institution', 'institutions', 'institute'},
 'institution': {'institution', 'institutions'},
 'instruct': {'instructed', 'instructor'},
 'insur': {'insuring', 'insure', 'insurance'},
 'integrat': {'integrate', 'integration', 'integrated'},
 'integrate': {'integrate', 'integrated'},
 'intellectual': {'intellectually', 'intellectual'},
 'intend': {'intends', 'intended', 'intend'},
 'intention': {'intention', 'intentions'},
 'interest': {'interest', 'interesting', 'interested'},
 'intern': {'internal', 'intern'},
 'intervene': {'intervened', 'intervenes'},
 'interview': {'interview', 'interviews'},
 'investigat': {'investigate',
                'investigating',
                'investigation',
                'investigations'},
 'investigati': {'investigating', 'investigations', 'investigation'},
 'investigation': {'investigations', 'investigation'},
 'invit': {'invites', 'inviting'},
 'invitation': {'invitations', 'invitation'},
 'involv': {'involve', 'involving', 'involved'},
 'involve': {'involve', 'involved'},
 'island': {'islands', 'island'},
 'issu': {'issuance', 'issued'},
 'issue': {'issues', 'issue', 'issued'},
 'item': {'item', 'items'},
 'jack': {'jackson', 'jackie', 'jack'},
 'jail': {'jails', 'jail'},
 'jenkins': {'jenkins', "jenkins's"},
 'jersey': {"jersey's", 'jersey'},
 'jockey': {'jockey', 'jockeying'},
 'john': {'johnson', 'john', 'johns'},
 'johns': {'johnson', 'johns'},
 'join': {'join', 'joined', 'joints', 'joint'},
 'joint': {'joints', 'joint', 'jointly'},
 'judge': {'judge', 'judgeship', 'judges'},
 'judges': {'judgeship', 'judges'},
 'jump': {'jumped', 'jump'},
 'junior': {'juniors', 'junior'},
 'justice': {'justices', 'justice'},
 'karns': {'karns', "karns'"},
 'keep': {'keep', 'keeps', 'keeping'},
 'kennedy': {"kennedy's", 'kennedy'},
 'kick': {'kick', 'kicked', 'kicking', 'kicks'},
 'kill': {'killing', 'kill', 'killed', 'killer'},
 'kille': {'killed', 'killer'},
 'knight': {'knights', 'knight'},
 'knock': {'knocked', 'knock'},
 'know': {'knows', 'known', 'know', 'knowing'},
 'kowalski': {'kowalski', "kowalski's"},
 'kroger': {'krogers', "krogers'", 'kroger'},
 'krogers': {'krogers', "krogers'"},
 'kunkel': {"kunkel's", 'kunkel'},
 'labor': {'labor', 'laborers'},
 'lack': {'lacked', 'lack', 'lacking'},
 'land': {'land', 'landed'},
 'laotian': {'laotians', 'laotian'},
 'large': {'largely', 'large'},
 'late': {'later', 'late', 'latest'},
 'latter': {'latter', "latter's"},
 'lawyer': {'lawyer', 'lawyers'},
 'lead': {'lead', 'leading', 'leaders', 'leader', 'leads'},
 'leader': {"leader's", 'leadership', 'leaders', 'leader'},
 'leaders': {'leadership', 'leaders'},
 'league': {'leaguers', 'leaguer', "league's", 'leagues', 'league'},
 'leaguer': {'leaguer', 'leaguers'},
 'learn': {'learning', 'learned', 'learn'},
 'leas': {'least', 'lease'},
 'leav': {'leave', 'leaving'},
 'left': {'left', 'lefty'},
 'lefthander': {'lefthander', 'lefthanders'},
 'legislat': {'legislators', 'legislator', 'legislation'},
 'legislati': {'legislative', 'legislation'},
 'legislator': {'legislators', 'legislator'},
 'legislature': {'legislature', 'legislatures'},
 'length': {'lengthy', 'length'},
 'lett': {'letting', 'letter', 'letters'},
 'letter': {'lettered', 'letterman', 'letter', 'letters', 'lettermen'},
 'letterm': {'letterman', 'lettermen'},
 'level': {'level', 'levels'},
 'liberal': {'liberals', 'liberal'},
 'licens': {'licenses', 'licensing', 'license'},
 'license': {'licenses', 'license'},
 'life': {'life', 'lifetime'},
 'light': {'lights', 'lighters', 'lighter', 'light'},
 'lighter': {'lighters', 'lighter'},
 'like': {'like', 'likely'},
 'limit': {'limit', 'limited'},
 'line': {'lines', 'line', 'liner', 'lineman'},
 'link': {'linking', 'link'},
 'list': {'listen', 'list', 'listed', 'liston'},
 'liste': {'listen', 'listed'},
 'live': {'lived', 'lives', 'live'},
 'load': {'load', 'loading'},
 'loan': {'loan', 'loans'},
 'local': {'local', 'locally', 'locale'},
 'locate': {'locate', 'located'},
 'long': {'longer', 'long'},
 'longhorn': {'longhorns', 'longhorn'},
 'lonsdale': {'lonsdale', "lonsdale's"},
 'look': {'looks', 'look', 'looked', 'looking'},
 'loose': {'loose', 'loosely'},
 'lose': {'loser', 'loses'},
 'loss': {'loss', 'losses'},
 'louis': {'louis', "louis's", 'louise'},
 'love': {'lover', 'love', 'lovely'},
 'lowe': {"lowe's", 'lowe'},
 'loyal': {'loyal', 'loyalist', 'loyalists'},
 'loyalist': {'loyalist', 'loyalists'},
 'machine': {'machinery', 'machines', 'machine'},
 'maid': {'maid', 'maids', 'maiden'},
 'mail': {'mail', 'mailed', 'mails'},
 'main': {'mainly', 'main'},
 'major': {'majors', 'major', 'majority'},
 'majorit': {'majorities', 'majority'},
 'make': {'makes', 'make'},
 'manag': {'manager', 'managers', 'managing'},
 'manager': {'manager', 'managers'},
 'mantle': {'mantle', "mantle's"},
 'manufactur': {'manufacturers', 'manufacturing'},
 'marc': {'marc', 'march'},
 'march': {'marching', 'march'},
 'mari': {'maris', 'marie'},
 'mark': {'marked', 'marks', 'mark'},
 'marke': {'marked', 'market'},
 'marr': {"marr's", 'marr'},
 'marv': {'marv', 'marvin'},
 'mary': {'mary', 'maryland'},
 'maryland': {"maryland's", 'maryland'},
 'mason': {'masonry', 'masonic', 'mason'},
 'mass': {'mass', 'massive', 'masses'},
 'master': {'masters', 'master', "master's", 'masterful'},
 'match': {'matching', 'matches'},
 'matter': {'matter', 'matters'},
 'mayor': {'mayor', "mayor's", 'mayoral'},
 'mays': {'mays', "mays'"},
 'mcconnell': {'mcconnell', "mcconnell's"},
 'mean': {'meant', 'meantime', 'mean', 'meaning', 'means'},
 'meaning': {'meaningless', 'meaning'},
 'medic': {'medics', 'medical'},
 'meet': {'meet', 'meeting', 'meets', 'meetings'},
 'meeting': {'meeting', 'meetings'},
 'member': {'members', "members'", 'member'},
 'members': {'members', "members'"},
 'memor': {'memorial', 'memory'},
 'mental': {'mental', 'mentally'},
 'mention': {'mentioned', 'mention', 'mentions'},
 'merc': {'mercy', 'mercer'},
 'merchandis': {'merchandise', 'merchandising'},
 'merit': {'merit', 'merited', 'merits'},
 'method': {'method', 'methodist', 'methods'},
 'meyner': {'meyner', "meyner's"},
 'michael': {'michael', 'michaelson'},
 'mickey': {"mickey's", 'mickey'},
 'might': {'might', 'mighty'},
 'mile': {'miles', 'mile'},
 'mill': {'mills', 'miller'},
 'million': {'millions', 'million'},
 'mills': {'mills', "mills's"},
 'milt': {'milton', 'milties', 'milt'},
 'milwaukee': {"milwaukee's", 'milwaukee'},
 'minister': {'minister', 'ministers'},
 'minute': {'minute', 'minutes'},
 'miss': {'missions', 'miss', 'misses', 'mission', 'missing', 'missed'},
 'misse': {'misses', 'missed'},
 'missi': {'missions', 'mission', 'missing'},
 'mission': {'missions', 'missionary', 'mission'},
 'mississippi': {'mississippi', "mississippi's"},
 'misunderstanding': {'misunderstanding', 'misunderstandings'},
 'model': {'models', 'model'},
 'modern': {'modern', 'modernized'},
 'moderniz': {'modernizing', 'modernized'},
 'moll': {'molly', 'moller'},
 'molly': {'molly', "molly's"},
 'monday': {"monday's", 'monday'},
 'mont': {'month', 'monte', 'mont'},
 'month': {'month', 'months', 'monthly'},
 'monument': {'monumental', 'monuments'},
 'mood': {'mood', 'moody'},
 'moral': {'morals', 'moral'},
 'mortgage': {'mortgages', 'mortgage'},
 'most': {'mostly', 'most'},
 'motel': {'motel', 'motels'},
 'motel-keep': {'motel-keeping', 'motel-keepers'},
 'mother': {'mother', "mother's", 'mothers'},
 'motion': {'motion', 'motions'},
 'motor': {'motor', 'motorist', 'motorists'},
 'motorist': {'motorist', 'motorists'},
 'moun': {'mount', 'moune', 'mound'},
 'mount': {'mount', 'mounted'},
 'move': {'moved', 'moves', 'move', 'movement'},
 'movie': {'movies', 'movie'},
 'multipl': {'multiply', 'multiple'},
 'murder': {'murdered', 'murder'},
 'must': {'muster', 'must'},
 'mustang': {'mustang', 'mustangs'},
 'mutter': {'mutter', 'muttered'},
 'name': {'names', 'name', 'named'},
 'narcotic': {'narcotics', 'narcotic'},
 'narrow': {'narrow', 'narrowly'},
 'nati': {'nations', 'nation', 'native'},
 'nation': {'nationally', 'national', 'nation', 'nations', "nation's"},
 'national': {'nationally', 'national'},
 'natur': {'natural', 'nature'},
 'natural': {'naturally', 'natural', 'naturalized'},
 'navy': {"navy's", 'navy'},
 'near': {'nearly', 'nearing', 'near'},
 'necessitate': {'necessitated', 'necessitate'},
 'need': {'needed', 'needy', 'needs', 'need'},
 'negotiat': {'negotiations', 'negotiate'},
 'negro': {'negro', 'negroes'},
 'neighbor': {'neighboring', 'neighbor', 'neighbors'},
 'nerve': {'nerve', 'nerves'},
 'neusteter': {'neusteter', 'neusteters'},
 'neutral': {'neutralized', 'neutral', 'neutralists', 'neutralist'},
 'neutralist': {'neutralists', 'neutralist'},
 'news': {'news', 'newsmen', 'newsman'},
 'newsm': {'newsmen', 'newsman'},
 'newspaper': {'newspaper', 'newspapers'},
 'nice': {'nicer', 'nice'},
 'night': {'nightly', 'nights', 'night', "night's"},
 'nischwitz': {'nischwitz', "nischwitz'"},
 'nixon': {"nixon's", 'nixon'},
 'nobody': {"nobody's", 'nobody'},
 'nominat': {'nominating', 'nominated', 'nomination'},
 'nominati': {'nominating', 'nomination'},
 'norm': {'normal', 'normally', 'norm', 'norman'},
 'normal': {'normal', 'normally'},
 'north': {'northern', 'north'},
 'note': {'note', 'noted', 'notes'},
 'noti': {'notion', 'noting'},
 'notice': {'noticeable', 'notice'},
 'nugent': {"nugent's", 'nugent'},
 'nurs': {'nursing', 'nurse'},
 'object': {'objection', 'object', 'objected'},
 'obligation': {'obligation', 'obligations'},
 'observ': {'observer', 'observing', 'observers'},
 'observer': {'observer', 'observers'},
 'obstacle': {'obstacle', 'obstacles'},
 'obtain': {'obtained', 'obtaining', 'obtain'},
 'offense': {'offenses', 'offense'},
 'offer': {'offer', 'offerings', 'offered', 'offers'},
 'office': {'officer', 'officers', 'office', 'offices'},
 'officer': {'officer', 'officers', "officers'"},
 'officers': {'officers', "officers'"},
 'official': {'official', 'officials'},
 'officiat': {'officiating', 'officiated'},
 'olive': {'olivet', 'olive'},
 'open': {'open', 'opener', 'opening', 'opened', 'opens'},
 'opene': {'opener', 'opened'},
 'opera': {'operating', 'operated', 'opera'},
 'operat': {'operate',
            'operated',
            'operates',
            'operating',
            'operation',
            'operations',
            'operators'},
 'operate': {'operated', 'operate', 'operates'},
 'operati': {'operating', 'operations', 'operation'},
 'operation': {'operation', 'operations'},
 'opinion': {'opinions', 'opinion'},
 'oppose': {'opposed', 'oppose', 'opposes'},
 'opposit': {'opposition', 'opposite'},
 'order': {'ordered', 'order', 'orderly'},
 'ordinary': {"ordinary's", 'ordinary'},
 'organ': {'organized', 'organ'},
 'organiz': {'organized', 'organizing', 'organize'},
 'organization': {"organization's", 'organization'},
 'organize': {'organized', 'organize'},
 'origin': {'origin', 'originally', 'original'},
 'original': {'originally', 'original'},
 'oriole': {"orioles'", 'oriole', 'orioles'},
 'orioles': {"orioles'", 'orioles'},
 'other': {'other', 'others', "other's"},
 'outclass': {'outclassed', 'outclass'},
 'outfield': {'outfield', 'outfielder'},
 'outlay': {'outlay', 'outlays'},
 'over': {'overly', 'over'},
 'owne': {'owned', 'owners', 'owner'},
 'owner': {'owners', 'owner'},
 'pack': {'pack', 'packed', 'packers', 'packs'},
 'packe': {'packed', 'packers'},
 'page': {'paget', 'page'},
 'palm': {'palm', 'palmer'},
 'palmer': {'palmer', "palmer's"},
 'panel': {"panel's", 'panel', 'panels'},
 'pardon': {'pardoned', 'pardon'},
 'park': {'park', 'parking', 'parks', 'parker', 'parked'},
 'parke': {'parker', 'parked'},
 'parole': {'parolees', 'parole'},
 'part': {'part', 'party', 'parts', 'parties'},
 'particular': {'particularly', 'particular'},
 'party': {'party', "party's"},
 'pass': {'passes', 'pass', 'passed', 'passing'},
 'passe': {'passes', 'passed'},
 'past': {'past', 'pastors'},
 'patien': {'patience', 'patient'},
 'patrol': {'patrol', 'patrolmen', 'patrolman'},
 'patrolm': {'patrolmen', 'patrolman'},
 'pays': {'payson', 'pays'},
 'peddler': {'peddler', 'peddlers'},
 'pedestrian': {'pedestrian', 'pedestrians'},
 'people': {'people', 'peoples'},
 'perfect': {'perfect', 'perfection'},
 'perform': {'performance', 'performed', 'performing', 'perform'},
 'performance': {'performance', 'performances'},
 'period': {'period', 'periodic'},
 'permit': {'permitting', 'permit', 'permits', 'permitted'},
 'permitt': {'permitting', 'permitted'},
 'person': {'persons', 'personal', 'person', 'personally'},
 'personal': {'personal', 'personally'},
 'pete': {'pete', 'peter'},
 'petition': {'petitions', 'petition'},
 'phon': {'phone', 'phonies'},
 'phone': {'phone', 'phones'},
 'phouma': {'phouma', "phouma's"},
 'physician': {'physician', "physician's"},
 'pick': {'picked', 'picking', 'pick'},
 'picke': {'picket', 'picked'},
 'picket': {'picket', 'picketing'},
 'pirate': {'pirate', 'pirates', "pirates'"},
 'pirates': {'pirates', "pirates'"},
 'pitch': {'pitches', 'pitcher', 'pitch', 'pitchers', 'pitching', 'pitched'},
 'pitche': {'pitches', 'pitcher', 'pitchers', 'pitched'},
 'pitcher': {'pitcher', 'pitchers'},
 'plac': {'place', 'placing', 'places', 'placed'},
 'place': {'place', 'places', 'placed'},
 'place-kick': {'place-kicking', 'place-kicker'},
 'plan': {'plant', 'plan', 'plane', 'plans'},
 'plann': {'planning', 'planned', 'planner'},
 'planne': {'planned', 'planner'},
 'play': {'play',
          'playable',
          'played',
          'player',
          'players',
          'playing',
          'plays'},
 'playe': {'player', 'played', 'players'},
 'player': {"players'", 'player', "player's", 'players'},
 'players': {"players'", 'players'},
 'plea': {'plea', 'pleas', 'plead'},
 'plead': {'pleads', 'plead', 'pleaded'},
 'pleas': {'pleas', 'pleased', 'please'},
 'please': {'pleased', 'please'},
 'pledge': {'pledged', 'pledges', 'pledge'},
 'plow': {'plow', 'plows', 'plowing'},
 'pohl': {'pohl', 'pohly', "pohl's"},
 'point': {'pointing', 'points', 'point', 'pointed'},
 'polic': {'policies', 'police', 'policy'},
 'police': {'policeman', 'police', 'policemen'},
 'policem': {'policeman', 'policemen'},
 'politic': {'political', 'politics'},
 'poll': {'polls', 'poll'},
 'pool': {'pooling', 'pools'},
 'poor': {'poorly', 'poor'},
 'popular': {'popularity', 'popular'},
 'port': {'port',
          'portable',
          'porter',
          'porters',
          'portion',
          'portions',
          'portland'},
 'porter': {'porters', 'porter'},
 'portion': {'portions', 'portion'},
 'portland': {'portland', "portland's"},
 'positi': {'positive', 'position', 'positions'},
 'position': {'position', 'positions'},
 'possibl': {'possibly', 'possible'},
 'post': {'post', 'posters', 'posts', 'posted'},
 'poste': {'posters', 'posted'},
 'power': {'powers', 'power', 'powered', 'powerful'},
 'practic': {'practice', 'practicing', 'practices', 'practical'},
 'practice': {'practice', 'practices'},
 'praise': {'praised', 'praise'},
 'precede': {'precede', 'preceded'},
 'precinct': {'precinct', 'precincts'},
 'predict': {'prediction', 'predicted', 'predict'},
 'presen': {'present', 'presence'},
 'present': {'presents', 'present', 'presented'},
 'preserv': {'preserve', 'preserving'},
 'president': {'president', "president's"},
 'press': {'pressing', 'press'},
 'prevent': {'prevention', 'prevent'},
 'previous': {'previously', 'previous'},
 'pric': {'prices', 'price', 'pricing'},
 'price': {'prices', 'price'},
 'prince': {'princes', 'prince', "princes'"},
 'princes': {'princes', 'princess', "princes'"},
 'princess': {'princess', 'princesse'},
 'principal': {'principals', 'principally', 'principal'},
 'prior': {'priority', 'prior'},
 'prison': {'prisoners', 'prison'},
 'private': {'privately', 'private'},
 'privilege': {'privileges', 'privileged', 'privilege'},
 'probabl': {'probable', 'probably'},
 'probat': {'probation', 'probate'},
 'problem': {'problems', 'problem'},
 'procedure': {'procedures', 'procedure'},
 'proceed': {'proceed', 'proceeds', 'proceedings'},
 'process': {'processes', 'process'},
 'produc': {'product', 'produce'},
 'produce': {'produced', 'produce'},
 'product': {'product', 'productive', 'products'},
 'professional': {'professionals', 'professional'},
 'professor': {'professor', 'professors'},
 'profit': {'profit', 'profits'},
 'program': {'program', 'programs'},
 'project': {'project', 'projects'},
 'prominent': {'prominent', 'prominently'},
 'promis': {'promise', 'promising', 'promised', 'promises'},
 'promise': {'promise', 'promised', 'promises'},
 'promot': {'promote', 'promotion'},
 'promotion': {'promotion', 'promotional'},
 'prop': {'prop', 'proper'},
 'propell': {'propeller', 'propelling'},
 'proper': {'proper', 'properly'},
 'propos': {'proposes', 'proposing', 'propose', 'proposal', 'proposed'},
 'proposal': {'proposal', 'proposals'},
 'propose': {'proposes', 'propose', 'proposed'},
 'prosecut': {'prosecutor', 'prosecute', 'prosecution'},
 'prospect': {'prospect', 'prospective', 'prospects'},
 'protect': {'protect', 'protected'},
 'protest': {'protests', 'protested'},
 'prove': {'prove', 'proven', 'proved'},
 'provi': {'provision', 'provided'},
 'provid': {'provided', 'providing', 'provides', 'provide'},
 'provide': {'provided', 'provides', 'provide'},
 'provision': {'provision', 'provisions', 'provisional'},
 'public': {'publicized', 'publicity', 'publicly', 'public'},
 'publish': {'published', 'publishing'},
 'pull': {'pullings', 'pulled', 'pullen', 'pull'},
 'pulle': {'pulled', 'pullen'},
 'purchas': {'purchase', 'purchased', 'purchasing'},
 'purchase': {'purchase', 'purchased'},
 'purpose': {'purpose', 'purposes', 'purposely'},
 'push': {'push', 'pushed'},
 'qualit': {'quality', 'qualities'},
 'quarterback': {'quarterbacks', 'quarterback'},
 'queen': {'queens', 'queen'},
 'quest': {'questions', 'quest', 'question'},
 'question': {'questions', 'question', 'questioning', 'questioned'},
 'quick': {'quickie', 'quickly', 'quick'},
 'quiet': {'quieted', 'quietly', 'quiet'},
 'quit': {'quit', 'quite'},
 'race': {'race', 'races'},
 'radio': {'radio', 'radios', 'radiomen'},
 'railroad': {"railroad's", 'railroad'},
 'rain': {'rains', 'rain'},
 'rais': {'raised', 'raises', 'raiser', 'raising', 'raise'},
 'raise': {'raised', 'raises', 'raiser', 'raise'},
 'rang': {'ranged', 'rangy', 'range'},
 'range': {'ranged', 'range'},
 'rank': {'rank', 'ranked', 'ranks'},
 'rapid': {'rapidly', 'rapid'},
 'rate': {'rates', 'rate'},
 'rayburn': {'rayburn', "rayburn's"},
 'raymon': {'raymond', 'raymont'},
 're-elect': {'re-election', 're-elected'},
 'reach': {'reached', 'reaches', 'reach'},
 'reache': {'reached', 'reaches'},
 'react': {'reactors', 'reaction', 'react', 'reactor'},
 'reactor': {'reactors', 'reactor'},
 'read': {'ready', 'reader', 'reads', 'reading', 'read'},
 'real': {'real', 'really'},
 'reason': {'reasons', 'reasonable', 'reason'},
 'rebel': {'rebel', 'rebels'},
 'receiv': {'receiving', 'receives', 'receive', 'received'},
 'receive': {'receives', 'receive', 'received'},
 'recent': {'recently', 'recent'},
 'recepti': {'receptive', 'reception'},
 'recipient': {'recipient', 'recipients'},
 'recognize': {'recognize', 'recognized'},
 'recommend': {'recommends', 'recommended', 'recommend'},
 'recommendation': {'recommendation', 'recommendations'},
 'reconvene': {'reconvenes', 'reconvened'},
 'record': {'records', 'record', 'recorded', 'recording'},
 'recover': {'recovery', 'recovering'},
 'redbirds': {'redbirds', "redbirds'"},
 'reduc': {'reducing', 'reduce', 'reduced'},
 'reduce': {'reduce', 'reduced'},
 'reelect': {'reelected', 'reelection'},
 'reform': {'reform', 'reforms'},
 'refuse': {'refused', 'refuses'},
 'regard': {'regarding', 'regard', 'regarded'},
 'register': {'register', 'registered'},
 'regrett': {'regretted', 'regrettable'},
 'regulat': {'regulating', 'regulate'},
 'reiterat': {'reiterating', 'reiterated'},
 'reject': {'rejected', 'rejection'},
 'rejoin': {'rejoin', 'rejoining'},
 'relat': {'related', 'relations', 'relative'},
 'relati': {'relations', 'relative'},
 'relations': {'relationship', 'relations'},
 'relative': {'relatives', 'relatively', 'relative'},
 'release': {'release', 'released'},
 'relieve': {'relieves', 'relieve', 'relieved'},
 'remain': {'remained', 'remains'},
 'remark': {'remark', 'remarked', 'remarkable', 'remarks'},
 'remarkabl': {'remarkable', 'remarkably'},
 'remov': {'removal', 'removed', 'remove'},
 'remove': {'removed', 'remove'},
 'renew': {'renewal', 'renewed'},
 'repair': {'repair', 'repairs', 'repaired'},
 'repeated': {'repeated', 'repeatedly'},
 'repl': {'replied', 'reply', 'replies'},
 'replace': {'replace', 'replaced', 'replacement'},
 'replie': {'replies', 'replied'},
 'report': {'reporters', 'report', 'reported', 'reports', 'reporting'},
 'reporte': {'reporters', 'reported'},
 'reported': {'reported', 'reportedly'},
 'represent': {'representing', 'represents'},
 'representati': {'representations', 'representative', 'representation'},
 'representation': {'representations', 'representation'},
 'representative': {'representatives', 'representative'},
 'republic': {'republican', 'republic'},
 'republican': {'republican', 'republicans', "republicans'"},
 'republicans': {'republicans', "republicans'"},
 'request': {'requests', 'requesting', 'request'},
 'requir': {'require', 'requiring', 'required'},
 'require': {'require', 'requirement', 'required'},
 'requirement': {'requirement', 'requirements'},
 'resent': {'resentment', 'resent', 'resented'},
 'reserv': {'reserve', 'reserving', 'reserves'},
 'reserve': {'reserve', 'reserves'},
 'resident': {'resident', 'residents'},
 'respect': {'respect', 'respects', 'respective', 'respected'},
 'respond': {'responding', 'respond'},
 'response': {'response', 'responses'},
 'rest': {'rest', 'rested', 'restless'},
 'restaurant': {'restaurants', 'restaurant'},
 'restrain': {'restrained', 'restrain'},
 'result': {'resulted', 'results', 'result'},
 'retain': {'retained', 'retain'},
 'retir': {'retiring', 'retire', 'retired'},
 'retire': {'retirement', 'retire', 'retired'},
 'retirement': {'retirement', 'retirements'},
 'return': {'returned', 'return', 'returning'},
 'reveal': {'revealed', 'reveal'},
 'revenue': {'revenues', 'revenue'},
 'review': {'review', 'reviewing', 'reviewed'},
 'revis': {'revised', 'revisions', 'revision'},
 'revision': {'revision', 'revisions'},
 'revive': {'revive', 'revived'},
 'rhode': {'rhodes', 'rhode'},
 'richard': {'richardson', 'richards', 'richard'},
 'richards': {'richardson', 'richards'},
 'rifle': {'rifle', 'rifles'},
 'rigg': {'rigging', 'rigged'},
 'right': {'right', 'rights'},
 'ring': {'ring', 'ringing'},
 'road': {'road', 'roads'},
 'robb': {'robbed', 'robbing'},
 'robert': {'roberts', 'robert'},
 'robinson': {'robinson', "robinson's"},
 'rock': {'rock', 'rocky'},
 'role': {'roles', 'role'},
 'roll': {'roller', 'roll', 'rollie'},
 'romp': {'romp', 'romped'},
 'roof': {'roofer', 'roof'},
 'rookie': {'rookie', 'rookies'},
 'room': {'rooms', 'room', 'rooming'},
 'rose': {'rosen', 'rose', 'roses'},
 'rostagno': {'rostagnos', 'rostagno'},
 'route': {'routed', 'route'},
 'rule': {'rules', 'rule', 'ruled', 'rulers'},
 'rumor': {'rumored', 'rumor'},
 'runn': {'running', 'runners'},
 'rush': {'rush', 'rushed', 'rushing'},
 'russell': {"russell's", 'russell'},
 'russia': {'russian', 'russia', "russia's"},
 'ruth': {'ruth', "ruth's"},
 'safet': {'safeties', 'safety'},
 'sale': {'sale', 'sales'},
 'sales': {'salesman', 'sales'},
 'salt': {'salting', 'salter'},
 'sand': {'sands', 'sandman'},
 'saturday': {"saturday's", 'saturday'},
 'save': {'saved', 'save'},
 'saving': {'saving', 'savings'},
 'schedul': {'schedules', 'scheduling', 'scheduled', 'schedule'},
 'schedule': {'schedules', 'scheduled', 'schedule'},
 'scholarship': {'scholarship', 'scholarships'},
 'scholastic': {'scholastically', 'scholastics', 'scholastic'},
 'school': {"school's", 'school', 'schools', 'schooling'},
 'scor': {'score', 'scored', 'scoring'},
 'score': {'score', 'scored', 'scoreless'},
 'scratch': {'scratching', 'scratches'},
 'screen': {'screenings', 'screen'},
 'scrimmage': {'scrimmage', 'scrimmaged'},
 'season': {'seasons', "season's", 'season'},
 'seat': {'seat', 'seated', 'seats'},
 'second': {'secondary', 'second'},
 'secret': {'secretary', 'secret', 'secrets'},
 'secretar': {'secretary', 'secretarial'},
 'secretary': {'secretary', "secretary's"},
 'sect': {'section', 'sectors'},
 'seek': {'seeks', 'seek', 'seekers', 'seeking'},
 'seem': {'seem', 'seemed', 'seems'},
 'segregat': {'segregation', 'segregated'},
 'select': {'selections', 'selected', 'selection'},
 'selection': {'selections', 'selection'},
 'sell': {'sell', 'sellout', 'selling'},
 'senator': {'senator', 'senators'},
 'send': {'sending', 'send'},
 'sens': {'sense', 'sens'},
 'sensation': {'sensation', 'sensational'},
 'sent': {'sent', 'sentry'},
 'sentenc': {'sentenced', 'sentencing', 'sentence'},
 'sentence': {'sentenced', 'sentence'},
 'separat': {'separate', 'separated', 'separation'},
 'separate': {'separate', 'separated'},
 'serious': {'serious', 'seriously'},
 'serv': {'serve', 'serving', 'served'},
 'serve': {'serve', 'served'},
 'service': {'services', 'service'},
 'session': {'sessions', 'session'},
 'setback': {'setback', 'setbacks'},
 'settle': {'settled', 'settlement', 'settle'},
 'sever': {'severe', 'several'},
 'severe': {'severe', 'severely'},
 'shape': {'shape', 'shaped'},
 'shar': {'share', 'sharing', 'shared'},
 'share': {'share', 'shared'},
 'sharp': {'sharp', 'sharply'},
 'shaw': {"shaw's", 'shaw'},
 'shea': {'shea', "shea's"},
 'sheet': {'sheets', 'sheet'},
 'shelter': {'shelter', 'shelters'},
 'ship': {'ship', 'ships', 'shipman'},
 'shooting': {'shooting', 'shootings'},
 'shop': {'shops', 'shop', "shop's"},
 'short': {'shortly', 'short'},
 'shot': {'shots', 'shot'},
 'show': {'showman', 'showing', 'show', 'shown', 'showed'},
 'sign': {'signs', 'sign', 'signed', 'signers', 'signal'},
 'signal': {'signals', 'signal'},
 'signature': {'signatures', 'signature'},
 'signe': {'signed', 'signers'},
 'sing': {'singing', 'sing', 'singled', 'singers'},
 'single': {'singles', 'single', 'singled'},
 'sister': {'sister', 'sisters', "sister's"},
 'site': {'sites', 'site'},
 'skinn': {'skinny', 'skinner'},
 'skipjack': {'skipjack', "skipjack's"},
 'skylark': {'skylarking', 'skylark'},
 'slate': {'slate', 'slated'},
 'slice': {'sliced', 'slice'},
 'slipper': {'slippers', 'slipper'},
 'slogan': {'slogans', 'slogan'},
 'slow': {'slower', 'slowly', 'slowed'},
 'slowe': {'slower', 'slowed'},
 'slugg': {'slugged', 'slugger', 'slugging', 'sluggers'},
 'slugge': {'slugged', 'slugger', 'sluggers'},
 'slugger': {'slugger', 'sluggers'},
 'smash': {'smashed', 'smash'},
 'smith': {'smith', "smith's"},
 'smooth': {'smoothed', 'smooth'},
 'social': {'social', 'socialist', 'socialized'},
 'societ': {'society', 'societies'},
 'solicit': {'solicit', 'solicitor', 'solicits'},
 'solve': {'solve', 'solved'},
 'some': {'some', 'sometime'},
 'sometime': {'sometime', 'sometimes'},
 'song': {'songs', 'song'},
 'sore': {'sorely', 'sore'},
 'sound': {'sound', 'sounded'},
 'source': {'source', 'sources'},
 'south': {'south', 'southern'},
 'southwest': {'southwest', 'southwestern'},
 'spahn': {'spahn', "spahn's", 'spahnie'},
 'speak': {'speakers', 'speak', 'speaking', 'speaker'},
 'speaker': {'speakers', 'speaker'},
 'special': {'specialists', 'special'},
 'specific': {'specifically', 'specific'},
 'spectator': {'spectator', 'spectators'},
 'speech': {'speeches', 'speech'},
 'speed': {'speed', 'speedy', 'speeding'},
 'spen': {'spend', 'spent'},
 'spend': {'spend', 'spends', 'spending'},
 'spirit': {'spirits', 'spirit'},
 'spoke': {'spoken', 'spoke'},
 'spokesm': {'spokesmen', 'spokesman'},
 'sponsor': {'sponsored', 'sponsor', 'sponsorship', 'sponsors'},
 'sponsors': {'sponsorship', 'sponsors'},
 'sport': {'sports', 'sporting', 'sport'},
 'sports': {'sports', 'sportsman'},
 'spot': {'spotted', 'spot', 'spots'},
 'spring': {'springs', 'spring'},
 'squad': {'squads', 'squad'},
 'squeeze': {'squeezed', 'squeeze'},
 'staff': {'staffing', 'staff'},
 'stag': {'stag', 'staged', 'staging', 'stage', 'stages'},
 'stage': {'staged', 'stage', 'stages'},
 'stan': {'stand', 'stan'},
 'stand': {'stand', 'stands'},
 'standard': {'standards', 'standard'},
 'star': {'start', 'starts', 'started', 'starting', 'star'},
 'start': {'startled', 'started', 'starter', 'start', 'starting', 'starts'},
 'starte': {'started', 'starter'},
 'stat': {'states', 'state', 'station', 'stations', 'stated'},
 'state': {'states', "states'", "state's", 'statement', 'state', 'stated'},
 'statement': {'statement', 'statements'},
 'states': {'states', "states'"},
 'station': {'station', 'stations'},
 'statistic': {'statistical', 'statistics'},
 'stay': {'stayed', 'stays', 'stay'},
 'steam': {'steamed', 'steam', 'steaming'},
 'steel': {'steel', 'steelers'},
 'stengel': {"stengel's", 'stengel'},
 'step': {'steps', 'step', 'stepson'},
 'steps': {'steps', 'stepson'},
 'steve': {'steve', 'stevens'},
 'stock': {'stock', 'stocks'},
 'stole': {'stolen', 'stole'},
 'stop': {'stop', 'stops'},
 'store': {'store', 'stores'},
 'storm': {'storm', 'storms'},
 'stram': {'stram', "stram's"},
 'streamline': {'streamlined', 'streamliner'},
 'street': {'street', 'streets'},
 'strength': {'strength', 'strengthen'},
 'strengthen': {'strengthening', 'strengthen'},
 'stresse': {'stresses', 'stressed'},
 'strik': {'strikes', 'striking'},
 'string': {'string', 'strings'},
 'stroke': {'strokes', 'stroke'},
 'strong': {'strongest', 'strongly', 'stronger', 'strong'},
 'stronge': {'strongest', 'stronger'},
 'structure': {'structure', 'structures'},
 'struggle': {'struggle', 'struggles'},
 'stud': {'studies', 'study', 'studied'},
 'student': {'students', 'student'},
 'studie': {'studies', 'studied'},
 'study': {'study', 'studying'},
 'subdue': {'subdue', 'subdued'},
 'subject': {'subject', 'subjected', 'subjects'},
 'submarine': {'submarine', 'submarines'},
 'subpena': {'subpenas', 'subpenaed'},
 'suburb': {'suburb', 'suburbs', 'suburban'},
 'succeed': {'succeed', 'succeeded', 'succeeds'},
 'success': {'succession', 'successor', 'success', 'successful'},
 'successful': {'successfully', 'successful'},
 'sudden': {'suddenly', 'sudden'},
 'suffer': {'suffered', 'suffering'},
 'suggest': {'suggestions', 'suggestion', 'suggested'},
 'suggestion': {'suggestions', 'suggestion'},
 'suit': {'suite', 'suites', 'suited', 'suit', 'suits'},
 'suite': {'suite', 'suites', 'suited'},
 'summer': {"summer's", 'summer', 'summertime'},
 'sunday': {'sunday', "sunday's"},
 'supervis': {'supervisors', 'supervision', 'supervisor'},
 'supervisor': {'supervisors', 'supervisor'},
 'supp': {'supper', 'supply'},
 'suppl': {'supplies', 'supplied', 'supply'},
 'supplie': {'supplies', 'supplied'},
 'supply': {'supplying', 'supply'},
 'support': {'support', 'supported'},
 'sure': {'surely', 'sure'},
 'surplus': {'surpluses', 'surplus'},
 'surprise': {'surprised', 'surprise', 'surprises'},
 'surround': {'surrounding', 'surrounded'},
 'survey': {'surveys', 'surveyed'},
 'surviv': {'surviving', 'survive'},
 'suspect': {'suspect', 'suspected'},
 'sweet': {'sweets', 'sweet'},
 'switch': {'switch', 'switching'},
 'system': {'system', 'systems'},
 'tactic': {'tactic', 'tactical', 'tactics'},
 'take': {'take', 'taken', 'takes'},
 'talent': {'talent', 'talents'},
 'talk': {'talked', 'talking', 'talks', 'talk'},
 'tall': {'tallies', 'tally'},
 'task': {'tasks', 'task'},
 'taste': {'tastes', 'taste'},
 'tax-exempt': {'tax-exemption', 'tax-exempt'},
 'taxpayers': {'taxpayers', "taxpayers'"},
 'teach': {'teacher', 'teaching', 'teachers', 'teach', 'teaches'},
 'teache': {'teacher', 'teachers', 'teaches'},
 'teacher': {'teacher', 'teachers'},
 'team': {'teams', "teams'", 'team', "team's"},
 'teams': {'teams', "teams'"},
 'tech': {'tech', "tech's"},
 'telephone': {'telephone', 'telephoned'},
 'televis': {'television', 'televised'},
 'tell': {'teller', 'telling', 'tells', 'tell'},
 'term': {'terms', 'termed', 'term'},
 'terminate': {'terminate', 'terminated'},
 'territor': {'territory', 'territories'},
 'test': {'tests', 'test'},
 'testif': {'testifies', 'testify', 'testified'},
 'testifie': {'testifies', 'testified'},
 'texa': {'texan', 'texas'},
 'texan': {'texan', 'texans'},
 'texas': {"texas'", 'texas'},
 'thank': {'thank', 'thanks'},
 'that': {'that', "that's"},
 'theater': {'theaters', 'theater'},
 'them': {'theme', 'them'},
 'there': {'there', "there's"},
 'thing': {'thing', 'things'},
 'think': {'thinking', 'think', 'thinks'},
 'third': {'third', 'thirds'},
 'though': {'thought', 'though'},
 'thousand': {'thousand', 'thousands'},
 'threat': {'threats', 'threat'},
 'threaten': {'threatened', 'threatening'},
 'thrill': {'thrilling', 'thrill'},
 'throneberry': {"throneberry's", 'throneberry'},
 'through': {'throughout', 'through'},
 'throw': {'throws', 'throwing', 'throw'},
 'thursday': {'thursday', "thursday's"},
 'ticket': {'ticket', 'tickets'},
 'time': {'times', 'timed', 'timely', 'time'},
 'tire': {'tired', 'tires'},
 'tomorrow': {"tomorrow's", 'tomorrow'},
 'tonight': {"tonight's", 'tonight'},
 'toss': {'toss', 'tosses', 'tossed'},
 'tosse': {'tosses', 'tossed'},
 'total': {'totaling', 'total', 'totals', 'totaled'},
 'touch': {'touches', 'touch'},
 'touchdown': {'touchdown', 'touchdowns'},
 'tough': {'tough', 'tougher'},
 'tour': {'tourists', 'tour'},
 'tournament': {'tournament', 'tournaments'},
 'toward': {'towards', 'toward'},
 'towel': {'towels', 'towel'},
 'town': {'town', 'towne', 'township', "town's"},
 'track': {'tracks', 'track'},
 'tract': {'tracts', 'tract', 'tractor'},
 'tradition': {'traditional', 'tradition'},
 'traged': {'tragedy', 'tragedies'},
 'train': {'trained', 'training', 'train', 'trains'},
 'transit': {'transition', 'transit'},
 'travele': {'travelers', 'traveled', 'traveler'},
 'traveler': {'travelers', 'traveler'},
 'treat': {'treated', 'treatment', 'treaty'},
 'tree': {'trees', 'tree'},
 'trend': {'trend', 'trends'},
 'trial': {'trial', 'trials'},
 'tribun': {'tribunal', 'tribune'},
 'tribunal': {'tribunals', 'tribunal'},
 'trie': {'tried', 'tries'},
 'trim': {'trims', 'trim'},
 'trip': {'tripled', 'trip', 'trips'},
 'triple': {'triple', 'tripled'},
 'triumph': {'triumph', 'triumphs'},
 'troop': {'trooper', 'troops', 'troop'},
 'trouble': {'trouble', 'troubles'},
 'truck': {'truck', 'trucks'},
 'trust': {'trust', 'trusting'},
 'trustees': {"trustees'", 'trustees'},
 'truth': {'truths', 'truth'},
 'turn': {'turn', 'turned'},
 'tuttle': {"tuttle's", 'tuttle'},
 'twin': {'twins', 'twin'},
 'type': {'type', 'types'},
 'ultimate': {'ultimate', 'ultimately'},
 'unanimous': {'unanimous', 'unanimously'},
 'uncle': {'uncle', 'uncles'},
 'undergo': {'undergoing', 'undergo'},
 'understand': {'understanding', 'understand'},
 'union': {'union', "union's", 'unions'},
 'unit': {'unite', 'unity', 'united', 'unit', 'units'},
 'unite': {'united', 'unite'},
 'universit': {'universities', 'university'},
 'university': {"university's", 'university'},
 'unlike': {'unlike', 'unlikely'},
 'urge': {'urged', 'urges'},
 'usual': {'usually', 'usual'},
 'utilit': {'utilities', 'utility'},
 'vacanc': {'vacancies', 'vacancy'},
 'vacat': {'vacation', 'vacated'},
 'vacation': {'vacation', 'vacationing'},
 'valid': {'valid', 'validity'},
 'vehicle': {'vehicles', 'vehicle'},
 'veil': {'veil', 'veiled'},
 'vern': {'vernon', 'vernor', 'vern'},
 'victim': {'victimized', 'victim', 'victims'},
 'victor': {'victory', 'victories'},
 'viet': {'vieth', 'viet'},
 'view': {'view', 'views', 'viewers', 'viewing', 'viewed'},
 'viewe': {'viewers', 'viewed'},
 'vindicat': {'vindicated', 'vindication'},
 'violat': {'violating', 'violated', 'violations', 'violation', 'violate'},
 'violate': {'violated', 'violate'},
 'violati': {'violating', 'violations', 'violation'},
 'violation': {'violations', 'violation'},
 'violen': {'violence', 'violent'},
 'visit': {'visits', 'visitor', 'visit', 'visiting', 'visited'},
 'vital': {'vital', 'vitality'},
 'voice': {'voice', 'voiced'},
 'vote': {'vote', 'voters', 'votes', 'voter', 'voted'},
 'voter': {'voters', 'voter'},
 'wacker': {"wackers'", 'wacker'},
 'wage': {'waged', 'wage', 'wages'},
 'wagner': {'wagner', "wagner's"},
 'wait': {'waiting', 'wait', 'waited'},
 'walk': {'walker', 'walkers', 'walking', 'walk', 'walked', 'walkout'},
 'walke': {'walkers', 'walked', 'walker'},
 'walker': {'walkers', 'walker'},
 'wall': {'wally', 'wall'},
 'wallop': {'walloping', 'walloped'},
 'want': {'want', 'wanted', 'wants'},
 'ward': {'warden', 'wards', 'ward'},
 'warden': {'warden', 'wardens'},
 'warm': {'warmed', 'warm'},
 'warn': {'warning', 'warned'},
 'watch': {'watching', 'watch', 'watched'},
 'water': {'watered', 'waters', 'water'},
 'wave': {'waved', 'waveland', 'wave'},
 'wear': {'wear', 'weary'},
 'wednesday': {'wednesday', "wednesday's"},
 'week': {'weeks', "week's", 'week'},
 'weinstein': {"weinstein's", 'weinstein'},
 'welcome': {'welcome', 'welcomed'},
 'well': {'welled', 'well'},
 'wendell': {'wendell', 'wendells'},
 'wert': {"wert's", 'wert'},
 'west': {'western', 'west'},
 'whee': {'wheeled', 'whee'},
 'wheel': {'wheeler', 'wheel', 'wheeled'},
 'wheele': {'wheeler', 'wheeled'},
 'white': {'white', 'whitey'},
 'wide': {'widely', 'wide', 'wider'},
 'widow': {'widow', 'widowed'},
 'wife': {"wife's", 'wife'},
 'will': {'willing', 'will', 'willie'},
 'william': {'williams', 'william'},
 'willie': {"willie's", 'willie'},
 'wind': {'windy', 'wind'},
 'winn': {'winner', 'winning'},
 'winter': {'winter', 'wintertime'},
 'with': {'without', 'within', 'with'},
 'witness': {'witnessed', 'witness', 'witnessing', 'witnesses'},
 'witnesse': {'witnessed', 'witnesses'},
 'woman': {'woman', "woman's"},
 'women': {'women', "women's"},
 'word': {'words', 'worded', 'wording', 'word'},
 'work': {'work',
          'workable',
          'worked',
          'worker',
          'workers',
          'working',
          'workout',
          'works'},
 'worke': {'worked', 'worker', 'workers'},
 'worker': {'worker', 'workers'},
 'world': {"world's", 'world'},
 'wors': {'worst', 'worse'},
 'worse': {'worse', 'worsens'},
 'writ': {'writer', 'write', 'writes', 'writers', 'writing'},
 'write': {'write', 'writes', 'writer', 'writers'},
 'writer': {'writer', "writers'", 'writers'},
 'writers': {"writers'", 'writers'},
 'wrong': {'wrongful', 'wrong'},
 'yankee': {'yankee', "yankees'", 'yankees'},
 'yankees': {"yankees'", 'yankees'},
 'yanks': {"yanks'", 'yanks'},
 'yard': {'yard', 'yards'},
 'year': {"year's", "years'", 'yearly', 'years', 'year'},
 'years': {"years'", 'years'},
 'yesterday': {"yesterday's", 'yesterday'},
 'york': {'york', "york's"},
 'young': {'young', 'younger', 'youngest'},
 'younge': {'younger', 'youngest'},
 'youth': {'youths', 'youthful', 'youth'}}
